diff --git a/.sass-cache/3889d17254795e1c49b18657a9897e014f084d01/_layout.scssc b/.sass-cache/3889d17254795e1c49b18657a9897e014f084d01/_layout.scssc
index 51d5f4c..b849e13 100644
--- a/.sass-cache/3889d17254795e1c49b18657a9897e014f084d01/_layout.scssc
+++ b/.sass-cache/3889d17254795e1c49b18657a9897e014f084d01/_layout.scssc
Binary files differ
diff --git a/_config.yml b/_config.yml
index 1cdb048..0fe1fae 100755
--- a/_config.yml
+++ b/_config.yml
@@ -1,14 +1,17 @@
 # Site Settings
 title: gem5
-email: jingwlow@gmail.com
-
-description: >
-  A guide to getting started with Jekyll.
 baseurl: ""
 url: "http://cm-jingwenlow.github.io"
+
 # Build Settings
 sass:
   sass_dir: _sass
+
 include: ['_pages']
+
 kramdown:
   input: GFM
+
+collections:
+  pages:
+    output: true
diff --git a/_config_dev.yml b/_config_dev.yml
index d4dac49..e2a8a8d 100755
--- a/_config_dev.yml
+++ b/_config_dev.yml
@@ -1,14 +1,17 @@
 # Site Settings
 title: gem5
-email: jingwlow@gmail.com
-
-description: >
-  A guide to getting started with Jekyll.
 baseurl: ""
 url: "http://localhost:4000"
+
 # Build Settings
 sass:
   sass_dir: _sass
+
 include: ['_pages']
+
 kramdown:
   input: GFM
+
+collections:
+  pages:
+    output: true
diff --git a/_layouts/documentation.html b/_layouts/documentation.html
index 0df7dbf..7f20a14 100644
--- a/_layouts/documentation.html
+++ b/_layouts/documentation.html
@@ -5,7 +5,13 @@
   <img src="/assets/img/gem5ColorLong.gif" height="80">
 </div>
 <div class="sidenav">
-  [inst search box, or create search pg]
+  <div class="search">
+    <form action="/search" method="get">
+      <!-- <label for="search-box"><i class="fa fa-search"></i></label> -->
+      <input type="text" name="query">
+      <button type="submit" name="submit"><i class="fa fa-search"></i></button>
+    </form>
+  </div>
   <!-- Pull navigation from _data/documentation.yml -->
   {% for item in site.data.documentation.docs %}
     <a class="item" {% if item.url %}href="{{ item.url }}"{% else %}data-toggle="collapse" href="#{{ item.id }}"{% endif %}" href="{{ it}}" role="button" aria-expanded="false" aria-controls="collapseExample">
diff --git a/_pages/search.html b/_pages/search.html
new file mode 100644
index 0000000..107579c
--- /dev/null
+++ b/_pages/search.html
@@ -0,0 +1,32 @@
+---
+layout: page
+title: Search
+permalink: /search/
+---
+<br>
+<div class="search">
+  <form action="/search" method="get">
+    <label for="search-box"><i class="fa fa-search"></i></label>
+    <input type="text" id="search-box" name="query" placeholder="search">
+    <button type="submit" value="search" class="btn-outline-primary">Search</button>
+  </form>
+</div>
+<br><br>
+
+
+<ul id="search-results"></ul>
+
+<script>
+  window.store = {
+    {% for page in site.pages %}
+      "{{ page.url | slugify }}": {
+        "title": "{{ page.title | xml_escape }}",
+        "content": {{ page.content | strip_html | strip_newlines | jsonify }},
+        "url": "{{ page.url | xml_escape }}"
+      }
+      {% unless forloop.last %},{% endunless %}
+    {% endfor %}
+  };
+</script>
+<script src="/assets/js/lunr.min.js"></script>
+<script src="/assets/js/search.js"></script>
diff --git a/_sass/_layout.scss b/_sass/_layout.scss
index 791ca8c..c5a6678 100755
--- a/_sass/_layout.scss
+++ b/_sass/_layout.scss
@@ -68,6 +68,23 @@
   background-color: $base;
   overflow-x: hidden;
   padding-top: 20px;
+	div.search {
+    input {
+      width: 90%;
+      padding: 3px;
+      padding-right: 25px;
+    }
+		button {
+			color: $main;
+      background-color: transparent;
+      border: none;
+			cursor: pointer;
+      padding: 0px;
+      position: absolute;
+      right: 10px;
+      margin: 3px 10px;
+		}
+	}
 	a {
 		text-decoration: none;
 		color: $main;
@@ -100,6 +117,7 @@
 	border-color: $main;
 	color: $main;
 	border-width: 2px;
+	border-radius: 5px;
 }
 .btn-outline-primary:hover,
 .btn-outline-primary:active,
@@ -107,6 +125,7 @@
 .btn-outline-primary:focus {
 		background-color: $main;
 		border-color: $main;
+		cursor: pointer;
 }
 .btn-primary {
 	color: white !important;
@@ -198,58 +217,43 @@
 	  padding: 4px 8px;
 	  border-radius: 5px;
 		transition: 1s;
-
 }
 #myBtn:hover {
   background-color: $main;
 }
 
-// /* Aside */
-//
-// aside {
-// 	position: fixed;
-// 	top: 0;
-// 	left: 0;
-// 	background: #fff;
-// 	width: 100%;
-// 	z-index: 2;
-// 	border-bottom: 1px solid lighten($light, 30%);
-// 	box-shadow: 0px 1px 1px RGBA(4, 25, 54, .1);
-// 	nav {
-// 		float: left;
-// 		max-width: 800px;
-// 		margin: 0 auto;
-// 		ul {
-// 			margin: 0;
-// 			padding: 0;
-// 			list-style: none;
-// 			li {
-// 				float: left;
-// 				position: relative;
-// 				a {
-// 					text-decoration: none;
-// 					display: block;
-// 					padding: 15px;
-// 					font-family: 'Muli', sans-serif;
-// 					line-height: 20px;
-// 					margin-bottom: -1px;
-// 					box-shadow: 0;
-// 					&:hover,
-// 					&:active {
-// 						background: $header;
-// 						text-decoration: none;
-// 						color: $main;
-// 					}
-// 				}
-// 			}
-// 		}
-// 		&:after {
-// 			content: '';
-// 			display: table;
-// 			clear: both;
-// 		}
-// 	}
-// }
+
+// SEARCH PAGE
+div.search {
+	text-align: center;
+	label {
+		font-size: 24px;
+		color: $main;
+	}
+	input#search-box {
+		border: none;
+		border-bottom: 1px solid lightgrey;
+		outline: none;
+		margin-left: 8px;
+		padding: 3px;
+		padding-left: 10px;
+		font-size: large;
+		width: 300px;
+	}
+	button {
+		padding: 4px 8px;
+		margin-left: 10px;
+		font-size: normal;
+	}
+}
+
+ul#search-results {
+	list-style-type: none;
+  a {
+    text-decoration-color: black;
+  }
+}
+
 // footer {
 // 	text-align: center;
 // 	padding: 40px;
diff --git a/_site/assets/js/lunr.min.js b/_site/assets/js/lunr.min.js
new file mode 100644
index 0000000..4fd086e
--- /dev/null
+++ b/_site/assets/js/lunr.min.js
@@ -0,0 +1,6 @@
+/**
+ * lunr - http://lunrjs.com - A bit like Solr, but much smaller and not as bright - 0.7.1
+ * Copyright (C) 2016 Oliver Nightingale
+ * @license MIT
+ */
+!function(){var t=function(e){var n=new t.Index;return n.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),e&&e.call(n,n),n};t.version="0.7.1",t.utils={},t.utils.warn=function(t){return function(e){t.console&&console.warn&&console.warn(e)}}(this),t.utils.asString=function(t){return void 0===t||null===t?"":t.toString()},t.EventEmitter=function(){this.events={}},t.EventEmitter.prototype.addListener=function(){var t=Array.prototype.slice.call(arguments),e=t.pop(),n=t;if("function"!=typeof e)throw new TypeError("last argument must be a function");n.forEach(function(t){this.hasHandler(t)||(this.events[t]=[]),this.events[t].push(e)},this)},t.EventEmitter.prototype.removeListener=function(t,e){if(this.hasHandler(t)){var n=this.events[t].indexOf(e);this.events[t].splice(n,1),this.events[t].length||delete this.events[t]}},t.EventEmitter.prototype.emit=function(t){if(this.hasHandler(t)){var e=Array.prototype.slice.call(arguments,1);this.events[t].forEach(function(t){t.apply(void 0,e)})}},t.EventEmitter.prototype.hasHandler=function(t){return t in this.events},t.tokenizer=function(e){return arguments.length&&null!=e&&void 0!=e?Array.isArray(e)?e.map(function(e){return t.utils.asString(e).toLowerCase()}):e.toString().trim().toLowerCase().split(t.tokenizer.seperator):[]},t.tokenizer.seperator=/[\s\-]+/,t.tokenizer.load=function(t){var e=this.registeredFunctions[t];if(!e)throw new Error("Cannot load un-registered function: "+t);return e},t.tokenizer.label="default",t.tokenizer.registeredFunctions={"default":t.tokenizer},t.tokenizer.registerFunction=function(e,n){n in this.registeredFunctions&&t.utils.warn("Overwriting existing tokenizer: "+n),e.label=n,this.registeredFunctions[n]=e},t.Pipeline=function(){this._stack=[]},t.Pipeline.registeredFunctions={},t.Pipeline.registerFunction=function(e,n){n in this.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+n),e.label=n,t.Pipeline.registeredFunctions[e.label]=e},t.Pipeline.warnIfFunctionNotRegistered=function(e){var n=e.label&&e.label in this.registeredFunctions;n||t.utils.warn("Function is not registered with pipeline. This may cause problems when serialising the index.\n",e)},t.Pipeline.load=function(e){var n=new t.Pipeline;return e.forEach(function(e){var i=t.Pipeline.registeredFunctions[e];if(!i)throw new Error("Cannot load un-registered function: "+e);n.add(i)}),n},t.Pipeline.prototype.add=function(){var e=Array.prototype.slice.call(arguments);e.forEach(function(e){t.Pipeline.warnIfFunctionNotRegistered(e),this._stack.push(e)},this)},t.Pipeline.prototype.after=function(e,n){t.Pipeline.warnIfFunctionNotRegistered(n);var i=this._stack.indexOf(e);if(-1==i)throw new Error("Cannot find existingFn");i+=1,this._stack.splice(i,0,n)},t.Pipeline.prototype.before=function(e,n){t.Pipeline.warnIfFunctionNotRegistered(n);var i=this._stack.indexOf(e);if(-1==i)throw new Error("Cannot find existingFn");this._stack.splice(i,0,n)},t.Pipeline.prototype.remove=function(t){var e=this._stack.indexOf(t);-1!=e&&this._stack.splice(e,1)},t.Pipeline.prototype.run=function(t){for(var e=[],n=t.length,i=this._stack.length,r=0;n>r;r++){for(var o=t[r],s=0;i>s&&(o=this._stack[s](o,r,t),void 0!==o&&""!==o);s++);void 0!==o&&""!==o&&e.push(o)}return e},t.Pipeline.prototype.reset=function(){this._stack=[]},t.Pipeline.prototype.toJSON=function(){return this._stack.map(function(e){return t.Pipeline.warnIfFunctionNotRegistered(e),e.label})},t.Vector=function(){this._magnitude=null,this.list=void 0,this.length=0},t.Vector.Node=function(t,e,n){this.idx=t,this.val=e,this.next=n},t.Vector.prototype.insert=function(e,n){this._magnitude=void 0;var i=this.list;if(!i)return this.list=new t.Vector.Node(e,n,i),this.length++;if(e<i.idx)return this.list=new t.Vector.Node(e,n,i),this.length++;for(var r=i,o=i.next;void 0!=o;){if(e<o.idx)return r.next=new t.Vector.Node(e,n,o),this.length++;r=o,o=o.next}return r.next=new t.Vector.Node(e,n,o),this.length++},t.Vector.prototype.magnitude=function(){if(this._magnitude)return this._magnitude;for(var t,e=this.list,n=0;e;)t=e.val,n+=t*t,e=e.next;return this._magnitude=Math.sqrt(n)},t.Vector.prototype.dot=function(t){for(var e=this.list,n=t.list,i=0;e&&n;)e.idx<n.idx?e=e.next:e.idx>n.idx?n=n.next:(i+=e.val*n.val,e=e.next,n=n.next);return i},t.Vector.prototype.similarity=function(t){return this.dot(t)/(this.magnitude()*t.magnitude())},t.SortedSet=function(){this.length=0,this.elements=[]},t.SortedSet.load=function(t){var e=new this;return e.elements=t,e.length=t.length,e},t.SortedSet.prototype.add=function(){var t,e;for(t=0;t<arguments.length;t++)e=arguments[t],~this.indexOf(e)||this.elements.splice(this.locationFor(e),0,e);this.length=this.elements.length},t.SortedSet.prototype.toArray=function(){return this.elements.slice()},t.SortedSet.prototype.map=function(t,e){return this.elements.map(t,e)},t.SortedSet.prototype.forEach=function(t,e){return this.elements.forEach(t,e)},t.SortedSet.prototype.indexOf=function(t){for(var e=0,n=this.elements.length,i=n-e,r=e+Math.floor(i/2),o=this.elements[r];i>1;){if(o===t)return r;t>o&&(e=r),o>t&&(n=r),i=n-e,r=e+Math.floor(i/2),o=this.elements[r]}return o===t?r:-1},t.SortedSet.prototype.locationFor=function(t){for(var e=0,n=this.elements.length,i=n-e,r=e+Math.floor(i/2),o=this.elements[r];i>1;)t>o&&(e=r),o>t&&(n=r),i=n-e,r=e+Math.floor(i/2),o=this.elements[r];return o>t?r:t>o?r+1:void 0},t.SortedSet.prototype.intersect=function(e){for(var n=new t.SortedSet,i=0,r=0,o=this.length,s=e.length,a=this.elements,h=e.elements;;){if(i>o-1||r>s-1)break;a[i]!==h[r]?a[i]<h[r]?i++:a[i]>h[r]&&r++:(n.add(a[i]),i++,r++)}return n},t.SortedSet.prototype.clone=function(){var e=new t.SortedSet;return e.elements=this.toArray(),e.length=e.elements.length,e},t.SortedSet.prototype.union=function(t){var e,n,i;this.length>=t.length?(e=this,n=t):(e=t,n=this),i=e.clone();for(var r=0,o=n.toArray();r<o.length;r++)i.add(o[r]);return i},t.SortedSet.prototype.toJSON=function(){return this.toArray()},t.Index=function(){this._fields=[],this._ref="id",this.pipeline=new t.Pipeline,this.documentStore=new t.Store,this.tokenStore=new t.TokenStore,this.corpusTokens=new t.SortedSet,this.eventEmitter=new t.EventEmitter,this.tokenizerFn=t.tokenizer,this._idfCache={},this.on("add","remove","update",function(){this._idfCache={}}.bind(this))},t.Index.prototype.on=function(){var t=Array.prototype.slice.call(arguments);return this.eventEmitter.addListener.apply(this.eventEmitter,t)},t.Index.prototype.off=function(t,e){return this.eventEmitter.removeListener(t,e)},t.Index.load=function(e){e.version!==t.version&&t.utils.warn("version mismatch: current "+t.version+" importing "+e.version);var n=new this;return n._fields=e.fields,n._ref=e.ref,n.tokenizer=t.tokenizer.load(e.tokenizer),n.documentStore=t.Store.load(e.documentStore),n.tokenStore=t.TokenStore.load(e.tokenStore),n.corpusTokens=t.SortedSet.load(e.corpusTokens),n.pipeline=t.Pipeline.load(e.pipeline),n},t.Index.prototype.field=function(t,e){var e=e||{},n={name:t,boost:e.boost||1};return this._fields.push(n),this},t.Index.prototype.ref=function(t){return this._ref=t,this},t.Index.prototype.tokenizer=function(e){var n=e.label&&e.label in t.tokenizer.registeredFunctions;return n||t.utils.warn("Function is not a registered tokenizer. This may cause problems when serialising the index"),this.tokenizerFn=e,this},t.Index.prototype.add=function(e,n){var i={},r=new t.SortedSet,o=e[this._ref],n=void 0===n?!0:n;this._fields.forEach(function(t){var n=this.pipeline.run(this.tokenizerFn(e[t.name]));i[t.name]=n;for(var o=0;o<n.length;o++){var s=n[o];r.add(s),this.corpusTokens.add(s)}},this),this.documentStore.set(o,r);for(var s=0;s<r.length;s++){for(var a=r.elements[s],h=0,u=0;u<this._fields.length;u++){var l=this._fields[u],c=i[l.name],f=c.length;if(f){for(var d=0,p=0;f>p;p++)c[p]===a&&d++;h+=d/f*l.boost}}this.tokenStore.add(a,{ref:o,tf:h})}n&&this.eventEmitter.emit("add",e,this)},t.Index.prototype.remove=function(t,e){var n=t[this._ref],e=void 0===e?!0:e;if(this.documentStore.has(n)){var i=this.documentStore.get(n);this.documentStore.remove(n),i.forEach(function(t){this.tokenStore.remove(t,n)},this),e&&this.eventEmitter.emit("remove",t,this)}},t.Index.prototype.update=function(t,e){var e=void 0===e?!0:e;this.remove(t,!1),this.add(t,!1),e&&this.eventEmitter.emit("update",t,this)},t.Index.prototype.idf=function(t){var e="@"+t;if(Object.prototype.hasOwnProperty.call(this._idfCache,e))return this._idfCache[e];var n=this.tokenStore.count(t),i=1;return n>0&&(i=1+Math.log(this.documentStore.length/n)),this._idfCache[e]=i},t.Index.prototype.search=function(e){var n=this.pipeline.run(this.tokenizerFn(e)),i=new t.Vector,r=[],o=this._fields.reduce(function(t,e){return t+e.boost},0),s=n.some(function(t){return this.tokenStore.has(t)},this);if(!s)return[];n.forEach(function(e,n,s){var a=1/s.length*this._fields.length*o,h=this,u=this.tokenStore.expand(e).reduce(function(n,r){var o=h.corpusTokens.indexOf(r),s=h.idf(r),u=1,l=new t.SortedSet;if(r!==e){var c=Math.max(3,r.length-e.length);u=1/Math.log(c)}o>-1&&i.insert(o,a*s*u);for(var f=h.tokenStore.get(r),d=Object.keys(f),p=d.length,v=0;p>v;v++)l.add(f[d[v]].ref);return n.union(l)},new t.SortedSet);r.push(u)},this);var a=r.reduce(function(t,e){return t.intersect(e)});return a.map(function(t){return{ref:t,score:i.similarity(this.documentVector(t))}},this).sort(function(t,e){return e.score-t.score})},t.Index.prototype.documentVector=function(e){for(var n=this.documentStore.get(e),i=n.length,r=new t.Vector,o=0;i>o;o++){var s=n.elements[o],a=this.tokenStore.get(s)[e].tf,h=this.idf(s);r.insert(this.corpusTokens.indexOf(s),a*h)}return r},t.Index.prototype.toJSON=function(){return{version:t.version,fields:this._fields,ref:this._ref,tokenizer:this.tokenizerFn.label,documentStore:this.documentStore.toJSON(),tokenStore:this.tokenStore.toJSON(),corpusTokens:this.corpusTokens.toJSON(),pipeline:this.pipeline.toJSON()}},t.Index.prototype.use=function(t){var e=Array.prototype.slice.call(arguments,1);e.unshift(this),t.apply(this,e)},t.Store=function(){this.store={},this.length=0},t.Store.load=function(e){var n=new this;return n.length=e.length,n.store=Object.keys(e.store).reduce(function(n,i){return n[i]=t.SortedSet.load(e.store[i]),n},{}),n},t.Store.prototype.set=function(t,e){this.has(t)||this.length++,this.store[t]=e},t.Store.prototype.get=function(t){return this.store[t]},t.Store.prototype.has=function(t){return t in this.store},t.Store.prototype.remove=function(t){this.has(t)&&(delete this.store[t],this.length--)},t.Store.prototype.toJSON=function(){return{store:this.store,length:this.length}},t.stemmer=function(){var t={ational:"ate",tional:"tion",enci:"ence",anci:"ance",izer:"ize",bli:"ble",alli:"al",entli:"ent",eli:"e",ousli:"ous",ization:"ize",ation:"ate",ator:"ate",alism:"al",iveness:"ive",fulness:"ful",ousness:"ous",aliti:"al",iviti:"ive",biliti:"ble",logi:"log"},e={icate:"ic",ative:"",alize:"al",iciti:"ic",ical:"ic",ful:"",ness:""},n="[^aeiou]",i="[aeiouy]",r=n+"[^aeiouy]*",o=i+"[aeiou]*",s="^("+r+")?"+o+r,a="^("+r+")?"+o+r+"("+o+")?$",h="^("+r+")?"+o+r+o+r,u="^("+r+")?"+i,l=new RegExp(s),c=new RegExp(h),f=new RegExp(a),d=new RegExp(u),p=/^(.+?)(ss|i)es$/,v=/^(.+?)([^s])s$/,g=/^(.+?)eed$/,m=/^(.+?)(ed|ing)$/,y=/.$/,S=/(at|bl|iz)$/,w=new RegExp("([^aeiouylsz])\\1$"),k=new RegExp("^"+r+i+"[^aeiouwxy]$"),x=/^(.+?[^aeiou])y$/,b=/^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/,E=/^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/,F=/^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/,_=/^(.+?)(s|t)(ion)$/,z=/^(.+?)e$/,O=/ll$/,P=new RegExp("^"+r+i+"[^aeiouwxy]$"),T=function(n){var i,r,o,s,a,h,u;if(n.length<3)return n;if(o=n.substr(0,1),"y"==o&&(n=o.toUpperCase()+n.substr(1)),s=p,a=v,s.test(n)?n=n.replace(s,"$1$2"):a.test(n)&&(n=n.replace(a,"$1$2")),s=g,a=m,s.test(n)){var T=s.exec(n);s=l,s.test(T[1])&&(s=y,n=n.replace(s,""))}else if(a.test(n)){var T=a.exec(n);i=T[1],a=d,a.test(i)&&(n=i,a=S,h=w,u=k,a.test(n)?n+="e":h.test(n)?(s=y,n=n.replace(s,"")):u.test(n)&&(n+="e"))}if(s=x,s.test(n)){var 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0}},t.stopWordFilter=t.generateStopWordFilter(["a","able","about","across","after","all","almost","also","am","among","an","and","any","are","as","at","be","because","been","but","by","can","cannot","could","dear","did","do","does","either","else","ever","every","for","from","get","got","had","has","have","he","her","hers","him","his","how","however","i","if","in","into","is","it","its","just","least","let","like","likely","may","me","might","most","must","my","neither","no","nor","not","of","off","often","on","only","or","other","our","own","rather","said","say","says","she","should","since","so","some","than","that","the","their","them","then","there","these","they","this","tis","to","too","twas","us","wants","was","we","were","what","when","where","which","while","who","whom","why","will","with","would","yet","you","your"]),t.Pipeline.registerFunction(t.stopWordFilter,"stopWordFilter"),t.trimmer=function(t){return t.replace(/^\W+/,"").replace(/\W+$/,"")},t.Pipeline.registerFunction(t.trimmer,"trimmer"),t.TokenStore=function(){this.root={docs:{}},this.length=0},t.TokenStore.load=function(t){var e=new this;return e.root=t.root,e.length=t.length,e},t.TokenStore.prototype.add=function(t,e,n){var n=n||this.root,i=t.charAt(0),r=t.slice(1);return i in n||(n[i]={docs:{}}),0===r.length?(n[i].docs[e.ref]=e,void(this.length+=1)):this.add(r,e,n[i])},t.TokenStore.prototype.has=function(t){if(!t)return!1;for(var e=this.root,n=0;n<t.length;n++){if(!e[t.charAt(n)])return!1;e=e[t.charAt(n)]}return!0},t.TokenStore.prototype.getNode=function(t){if(!t)return{};for(var e=this.root,n=0;n<t.length;n++){if(!e[t.charAt(n)])return{};e=e[t.charAt(n)]}return e},t.TokenStore.prototype.get=function(t,e){return this.getNode(t,e).docs||{}},t.TokenStore.prototype.count=function(t,e){return Object.keys(this.get(t,e)).length},t.TokenStore.prototype.remove=function(t,e){if(t){for(var n=this.root,i=0;i<t.length;i++){if(!(t.charAt(i)in n))return;n=n[t.charAt(i)]}delete n.docs[e]}},t.TokenStore.prototype.expand=function(t,e){var n=this.getNode(t),i=n.docs||{},e=e||[];return Object.keys(i).length&&e.push(t),Object.keys(n).forEach(function(n){"docs"!==n&&e.concat(this.expand(t+n,e))},this),e},t.TokenStore.prototype.toJSON=function(){return{root:this.root,length:this.length}},function(t,e){"function"==typeof define&&define.amd?define(e):"object"==typeof exports?module.exports=e():t.lunr=e()}(this,function(){return t})}();
diff --git a/_site/assets/js/search.js b/_site/assets/js/search.js
new file mode 100644
index 0000000..645968f
--- /dev/null
+++ b/_site/assets/js/search.js
@@ -0,0 +1,59 @@
+(function() {
+  function displaySearchResults(searchTerm, results, store) {
+    var searchResults = document.getElementById('search-results');
+
+    if (results.length) { // Are there any results?
+      var appendString = '';
+
+      for (var i = 0; i < results.length; i++) {  // Iterate over the results
+        var item = store[results[i].ref];
+        var n = item.content.indexOf(searchTerm);
+        appendString += '<li><a href="' + item.url + '"><h3>' + item.title + '</h3></a>';
+        appendString += '<p>' + item.content.substring(n, n+250) + '...</p></li>';
+        appendString += '<br><hr><br>';
+      }
+
+      searchResults.innerHTML = appendString;
+    } else {
+      searchResults.innerHTML = '<li>No results found</li>';
+    }
+  }
+
+  function getQueryVariable(variable) {
+    var query = window.location.search.substring(1);
+    var vars = query.split('&');
+
+    for (var i = 0; i < vars.length; i++) {
+      var pair = vars[i].split('=');
+
+      if (pair[0] === variable) {
+        return decodeURIComponent(pair[1].replace(/\+/g, '%20'));
+      }
+    }
+  }
+
+  var searchTerm = getQueryVariable('query');
+
+  if (searchTerm) {
+    document.getElementById('search-box').setAttribute("value", searchTerm);
+
+    // Initalize lunr with the fields it will be searching on. I've given title
+    // a boost of 10 to indicate matches on this field are more important.
+    var idx = lunr(function () {
+      this.field('id');
+      this.field('title', { boost: 10 });
+      this.field('content');
+    });
+
+    for (var key in window.store) { // Add the data to lunr
+      idx.add({
+        'id': key,
+        'title': window.store[key].title,
+        'content': window.store[key].content
+      });
+
+      var results = idx.search(searchTerm); // Get lunr to perform a search
+      displaySearchResults(searchTerm, results, window.store); // We'll write this in the next section
+    }
+  }
+})();
diff --git a/_site/css/main.css b/_site/css/main.css
index d42cc17..50adc5f 100644
--- a/_site/css/main.css
+++ b/_site/css/main.css
@@ -56,6 +56,19 @@
   background-color: #E6E6E6;
   overflow-x: hidden;
   padding-top: 20px; }
+  .sidenav div.search input {
+    width: 90%;
+    padding: 3px;
+    padding-right: 25px; }
+  .sidenav div.search button {
+    color: #0095AF;
+    background-color: transparent;
+    border: none;
+    cursor: pointer;
+    padding: 0px;
+    position: absolute;
+    right: 10px;
+    margin: 3px 10px; }
   .sidenav a {
     text-decoration: none;
     color: #0095AF;
@@ -78,14 +91,16 @@
 .btn-outline-primary {
   border-color: #0095AF;
   color: #0095AF;
-  border-width: 2px; }
+  border-width: 2px;
+  border-radius: 5px; }
 
 .btn-outline-primary:hover,
 .btn-outline-primary:active,
 .btn-outline-primary:visited,
 .btn-outline-primary:focus {
   background-color: #0095AF;
-  border-color: #0095AF; }
+  border-color: #0095AF;
+  cursor: pointer; }
 
 .btn-primary {
   color: white !important;
@@ -158,6 +173,30 @@
 #myBtn:hover {
   background-color: #0095AF; }
 
+div.search {
+  text-align: center; }
+  div.search label {
+    font-size: 24px;
+    color: #0095AF; }
+  div.search input#search-box {
+    border: none;
+    border-bottom: 1px solid lightgrey;
+    outline: none;
+    margin-left: 8px;
+    padding: 3px;
+    padding-left: 10px;
+    font-size: large;
+    width: 300px; }
+  div.search button {
+    padding: 4px 8px;
+    margin-left: 10px;
+    font-size: normal; }
+
+ul#search-results {
+  list-style-type: none; }
+  ul#search-results a {
+    text-decoration-color: black; }
+
 /**
  * Syntax highlighting styles
  */
diff --git a/_site/feed.xml b/_site/feed.xml
index 6226cfc..0a6b90c 100644
--- a/_site/feed.xml
+++ b/_site/feed.xml
@@ -2,12 +2,11 @@
 <rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">
   <channel>
     <title>gem5</title>
-    <description>A guide to getting started with Jekyll.
-</description>
+    <description></description>
     <link>http://localhost:4000/</link>
     <atom:link href="http://localhost:4000/feed.xml" rel="self" type="application/rss+xml" />
-    <pubDate>Thu, 27 Dec 2018 01:06:57 -0800</pubDate>
-    <lastBuildDate>Thu, 27 Dec 2018 01:06:57 -0800</lastBuildDate>
+    <pubDate>Fri, 04 Jan 2019 01:30:48 -0800</pubDate>
+    <lastBuildDate>Fri, 04 Jan 2019 01:30:48 -0800</lastBuildDate>
     <generator>Jekyll v3.7.4</generator>
     
       <item>
diff --git a/_site/gettingstarted/index.html b/_site/gettingstarted/index.html
index 3d60284..fad15cf 100644
--- a/_site/gettingstarted/index.html
+++ b/_site/gettingstarted/index.html
@@ -73,13 +73,19 @@
   <img src="/assets/img/gem5ColorLong.gif" height="80">
 </div>
 <div class="sidenav">
-  [inst search box, or create search pg]
+  <div class="search">
+    <form action="/search" method="get">
+      <!-- <label for="search-box"><i class="fa fa-search"></i></label> -->
+      <input type="text" name="query">
+      <button type="submit" name="submit"><i class="fa fa-search"></i></button>
+    </form>
+  </div>
   <!-- Pull navigation from _data/documentation.yml -->
   
     <a class="item" href="/gettingstarted"" href="" role="button" aria-expanded="false" aria-controls="collapseExample">
       Getting Started
     </a>
-    <div class="collapse show" id="gettingstarted">
+    <div class="collapse " id="gettingstarted">
       
         <a class="subitem " href="/introduction">Introduction</a>
       
diff --git a/_site/introduction/index.html b/_site/introduction/index.html
index 8c53c95..0e51f8d 100644
--- a/_site/introduction/index.html
+++ b/_site/introduction/index.html
@@ -73,13 +73,19 @@
   <img src="/assets/img/gem5ColorLong.gif" height="80">
 </div>
 <div class="sidenav">
-  [inst search box, or create search pg]
+  <div class="search">
+    <form action="/search" method="get">
+      <!-- <label for="search-box"><i class="fa fa-search"></i></label> -->
+      <input type="text" name="query">
+      <button type="submit" name="submit"><i class="fa fa-search"></i></button>
+    </form>
+  </div>
   <!-- Pull navigation from _data/documentation.yml -->
   
     <a class="item" href="/gettingstarted"" href="" role="button" aria-expanded="false" aria-controls="collapseExample">
       Getting Started
     </a>
-    <div class="collapse show" id="gettingstarted">
+    <div class="collapse " id="gettingstarted">
       
         <a class="subitem active" href="/introduction">Introduction</a>
       
diff --git a/_site/piece1/index.html b/_site/piece1/index.html
index a4574e4..21aa806 100644
--- a/_site/piece1/index.html
+++ b/_site/piece1/index.html
@@ -73,7 +73,13 @@
   <img src="/assets/img/gem5ColorLong.gif" height="80">
 </div>
 <div class="sidenav">
-  [inst search box, or create search pg]
+  <div class="search">
+    <form action="/search" method="get">
+      <!-- <label for="search-box"><i class="fa fa-search"></i></label> -->
+      <input type="text" name="query">
+      <button type="submit" name="submit"><i class="fa fa-search"></i></button>
+    </form>
+  </div>
   <!-- Pull navigation from _data/documentation.yml -->
   
     <a class="item" href="/gettingstarted"" href="" role="button" aria-expanded="false" aria-controls="collapseExample">
@@ -92,7 +98,7 @@
     <a class="item" data-toggle="collapse" href="#debugging"" href="" role="button" aria-expanded="false" aria-controls="collapseExample">
       Debugging
     </a>
-    <div class="collapse show" id="debugging">
+    <div class="collapse " id="debugging">
       
         <a class="subitem active" href="/piece1">Piece 1</a>
       
diff --git a/_site/search/index.html b/_site/search/index.html
new file mode 100644
index 0000000..4f3c79b
--- /dev/null
+++ b/_site/search/index.html
@@ -0,0 +1,191 @@
+<!DOCTYPE html>
+<html>
+<head>
+	<meta charset="utf-8">
+	<meta http-equiv="x-ua-compatible" content="ie=edge">
+	<meta name="viewport" content="width=device-width, initial-scale=1">
+
+	<title>gem5</title>
+
+	<!-- SITE FAVICON -->
+	<link rel="shortcut icon" type="image/gif" href="/assets/img/gem5ColorVert.gif"/>
+
+	<link rel="canonical" href="http://localhost:4000/search/">
+	<link href='https://fonts.googleapis.com/css?family=Open+Sans:400,300,700,800,600' rel='stylesheet' type='text/css'>
+	<link href='https://fonts.googleapis.com/css?family=Muli:400,300' rel='stylesheet' type='text/css'>
+
+	<!-- FAVICON -->
+	<link rel="stylesheet" href="//maxcdn.bootstrapcdn.com/font-awesome/4.3.0/css/font-awesome.min.css">
+
+	<!-- BOOTSTRAP -->
+	<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.1.3/css/bootstrap.min.css" integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO" crossorigin="anonymous">
+
+	<!-- CUSTOM CSS -->
+	<link rel="stylesheet" href="/css/main.css">
+</head>
+
+
+<body>
+	<nav class="navbar navbar-expand-md navbar-light bg-light">
+  <a class="navbar-brand" href="/">
+		<img src="/assets/img/gem5ColorLong.gif" alt="gem5" height=45px>
+	</a>
+  <button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarNavDropdown" aria-controls="navbarNavDropdown" aria-expanded="false" aria-label="Toggle navigation">
+    <span class="navbar-toggler-icon"></span>
+  </button>
+  <div class="collapse navbar-collapse" id="navbarNavDropdown">
+    <ul class="navbar-nav ml-auto">
+      <li class="nav-item ">
+        <a class="nav-link" href="/">Home</a>
+      </li>
+
+      <li class="nav-item ">
+        <a class="nav-link" href="/help">Help</a>
+      </li>
+
+			<li class="nav-item dropdown ">
+				<a class="nav-link dropdown-toggle" href="#" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">
+					Documentation
+				</a>
+				<div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+					<!-- Pull navigation from _data/documentation.yml -->
+					
+            <a class="dropdown-item" href="/gettingstarted">Getting Started</a>
+					
+            <a class="dropdown-item" href="/piece1">Debugging</a>
+					
+				</div>
+			</li>
+
+			<li class="nav-item ">
+        <a class="nav-link" href="/publications">Publications</a>
+      </li>
+
+      <li class="nav-item ">
+        <a class="nav-link" href="/contributing">Contributing</a>
+      </li>
+    </ul>
+  </div>
+</nav>
+
+	<main>
+		<br><br>
+<div class="container">
+
+  <h1 class="title">Search</h1>
+  <br>
+  <br>
+<div class="search">
+  <form action="/search" method="get">
+    <label for="search-box"><i class="fa fa-search"></i></label>
+    <input type="text" id="search-box" name="query" placeholder="search">
+    <button type="submit" value="search" class="btn-outline-primary">Search</button>
+  </form>
+</div>
+<br><br>
+
+
+<ul id="search-results"></ul>
+
+<script>
+  window.store = {
+    
+      "about": {
+        "title": "About",
+        "content": "About content goes here.  A list item  Another list item",
+        "url": "/about/"
+      }
+      ,
+    
+      "contact": {
+        "title": "Contact",
+        "content": "Contact content goes here.My e-mail is email@something.com.",
+        "url": "/contact/"
+      }
+      ,
+    
+      "contributing": {
+        "title": "Contributing",
+        "content": "Table of Contents  Table of Contents  High-level flow  Cloning the repo to contribute          Other gem5 repositories      Other gem5 branches        Making changes to gem5          Requirements for change descriptions        Posting a review          Setting up an account      Submitting a change      Push change to gerrit review      Pushing your first change      Push change to gerrit as a draft      Push change bypassing gerrit      Other gerrit push options        Reviewing patches  Committing  Governance          Overview      Philosophy      gem5 Roadmap      Roles And Responsibilities                  Users                          Academic Researchers              Industry Researchers              Students                                Contributors          Committers          Project management committee                          Members                                PMC Chair                    Support      Contribution Process                  Reviewing Patches                    Decision Making Process                  Lazy consensus          Voting                    If you’ve made changes to gem5 that might benefit others, we strongly encourage you to contribute those changes to the public gem5 repository. There are several reasons to do this:  Share your work with others, so that they can benefit from new functionality.  Support the scientific principle by enabling others to evaluate your suggestions without having to guess what you did.  Once your changes are part of the main repo, you no longer have to merge them back in every time you update your local repo. This can be a huge time saving!  Once your code is in the main repo, other people have to make their changes work with your code, and not the other way around.  Others may build on your contributions to make them even better, or extend them in ways you did not have time to do.  You will have the satisfaction of contributing back to the community.The main method for contributing code to gem5 is via our code review website: https://gem5-review.googlesource.com/. This documents describes the details of how to create code changes, upload your changes, have your changes reviewed, and finally push your changes to gem5. More information can be found from the following sources:  http://gem5.org/Submitting_Contributions  https://gerrit-review.googlesource.com/Documentation/index.html  https://git-scm.com/bookHigh-level flow    +-------------+    | Make change |    +------+------+           |           |           v    +------+------+    | Post review |    +------+------+           |           v    +--------+---------+    | Wait for reviews | &lt;--------+    +--------+---------+          |           |                      |           |                      |           v                      |      +----+----+   No     +------+------+      |Reviewers+---------&gt;+ Update code |      |happy?   |          +------+------+      +----+----+                 ^           |                      |           | Yes                  |           v                      |      +----+-----+   No           |      |Maintainer+----------------+      |happy?    |      +----+-----+           |           | Yes           v    +------+------+    | Submit code |    +-------------+After creating your change to gem5, you can post a review on our Gerrit code-review site: https://gem5-review.googlesource.com. Before being able to submit your code to the mainline of gem5, the code is reviewed by others in the community. Additionally, the maintainer for that part of the code must sign off on it.Cloning the repo to contributeIf you plan on contributing, it is strongly encouraged for you to clone the repository directly from our gerrit instance at https://gem5.googlesource.com/.To clone the master gem5 repository: git clone https://gem5.googlesource.com/public/gem5Other gem5 repositoriesThere are a few repositories other than the main gem5 development repository.  public/m5threads: The code for a pthreads implementation that works with gem5’s syscall emulation mode.Other gem5 branchesNone right now.Making changes to gem5It is strongly encouraged to use git branches when making changes to gem5. Additionally, keeping changes small and concise and only have a single logical change per commit.Unlike our previous flow with Mercurial and patch queues, when using git, you will be committing changes to your local branch. By using separate branches in git, you will be able to pull in and merge changes from mainline and simply keep up with upstream changes.Requirements for change descriptionsTo help reviewers and future contributors more easily understand and track changes, we require all change descriptions be strictly formatted.A canonical commit message consists of three parts:  A short summary line describing the change. This line starts with one or more keywords (found in the MAINTAINERS file) separated by commas followed by a colon and a description of the change. This line should be no more than 65 characters long since version control systems usually add a prefix that causes line-wrapping for longer lines.  (Optional, but highly recommended) A detailed description. This describes what you have done and why. If the change isn’t obvious, you might want to motivate why it is needed. Lines need to be wrapped to 75 characters or less.  Tags describing patch metadata. You are highly recommended to use tags to acknowledge reviewers for their work. Gerrit will automatically add most tags.Tags are an optional mechanism to store additional metadata about a patch and acknowledge people who reported a bug or reviewed that patch. Tags are generally appended to the end of the commit message in the order they happen. We currently use the following tags:  Signed-off-by: Added by the author and the submitter (if different). This tag is a statement saying that you believe the patch to be correct and have the right to submit the patch according to the license in the affected files. Similarly, if you commit someone else’s patch, this tells the rest of the world that you have have the right to forward it to the main repository. If you need to make any changes at all to submit the change, these should be described within hard brackets just before your Signed-off-by tag. By adding this line, the contributor certifies the contribution is made under the terms of the Developer Certificate of Origin (DCO) [https://developercertificate.org/].  Reviewed-by: Used to acknowledge patch reviewers. It’s generally considered good form to add these. Added automatically.  Reported-by: Used to acknowledge someone for finding and reporting a bug.  Reviewed-on: Link to the review request corresponding to this patch. Added automatically.  Change-Id: Used by Gerrit to track changes across rebases. Added automatically with a commit hook by git.  Tested-by: Used to acknowledge people who tested a patch. Sometimes added automatically by review systems that integrate with CI systems.Other than the “Signed-off-by”, “Reported-by”, and “Tested-by” tags, you generally don’t need to add these manually as they are added automatically by Gerrit.It is encouraged for the author of the patch and the submitter to add a Signed-off-by tag to the commit message. By adding this line, the contributor certifies the contribution is made under the terms of the Developer Certificate of Origin (DCO) [https://developercertificate.org/].It is imperative that you use your real name and your real email address in both tags and in the author field of the changeset.For significant changes, authors are encouraged to add copyright information and their names at the beginning of the file. The main purpose of the author names on the file is to track who is most knowledgeable about the file (e.g., who has contributed a significant amount of code to the file).Note: If you do not follow these guidelines, the gerrit review site will automatically reject your patch. If this happens, update your changeset descriptions to match the required style and resubmit. The following is a useful git command to update the most recent commit (HEAD). git commit --amendPosting a reviewIf you have not signed up for an account on the Gerrit review site (https://gem5-review.googlesource.com), you first have to create an account.Setting up an account  Go to https://gem5.googlesource.com/  Click “Sign In” in the upper right corner. Note: You will need a Google account to contribute.  After signing in, click “Generate Password” and follow the instructions.Submitting a changeIn gerrit, to submit a review request, you can simply push your git commits to a special named branch. For more information on git push see https://git-scm.com/docs/git-push.There are three ways to push your changes to gerrit.Push change to gerrit reviewgit push origin HEAD:refs/for/masterAssuming origin is https://gem5.googlesource.com/public/gem5 and you want to push the changeset at HEAD, this will create a new review request on top of the master branch. More generally,git push &lt;gem5 gerrit instance&gt; &lt;changeset&gt;:refs/for/&lt;branch&gt;See https://gerrit-review.googlesource.com/Documentation/user-upload.html for more information.Pushing your first changeThe first time you push a change you may get the following error:remote: ERROR: [fb1366b] missing Change-Id in commit message footer...Within the error message, there is a command line you should run. For every new clone of the git repo, you need to run the following command to automatically insert the change id in the the commit (all on one line).curl -Lo `git rev-parse --git-dir`/hooks/commit-msg \\   \thttps://gerrit-review.googlesource.com/tools/hooks/commit-msg ; \\chmod +x `git rev-parse --git-dir`/hooks/commit-msgIf you receive the above error, simply run this command and then amend your changeset.git commit --amendPush change to gerrit as a draftgit push origin HEAD:refs/drafts/masterPush change bypassing gerritOnly maintainers can bypass gerrit review. This should very rarely be used.git push origin HEAD:refs/heads/masterOther gerrit push optionsThere are a number of options you can specify when uploading your changes to gerrit (e.g., reviewers, labels). The gerrit documentation has more information. https://gerrit-review.googlesource.com/Documentation/user-upload.htmlReviewing patchesReviewing patches is done on our gerrit instance at https://gem5-review.googlesource.com/.After logging in with your Google account, you will be able to comment, review, and push your own patches as well as review others’ patches. All gem5 users are encouraged to review patches. The only requirement to review patches is to be polite and respectful of others.There are multiple labels in Gerrit that can be applied to each review detailed below.  Code-review: This is used by any gem5 user to review patches. When reviewing a patch you can give it a score of -2 to +2 with the following semantics.          -2: This blocks the patch. You believe that this patch should never be committed. This label should be very rarely used.      -1: You would prefer this is not merged as is      0: No score      +1: This patch seems good, but you aren’t 100% confident that it should be pushed.      +2: This is a good patch and should be pushed as is.        Maintainer: Currently only PMC members are maintainers. At least one maintainer must review your patch and give it a +1 before it can be merged.  Verified: This is automatically generated from the continuous integrated (CI) tests. Each patch must receive at least a +1 from the CI tests before the patch can be merged. The patch will receive a +1 if gem5 builds and runs, and it will receive a +2 if the stats match.  Style-Check: This is automatically generated and tests the patch against the gem5 code style (http://www.gem5.org/Coding_Style). The patch must receive a +1 from the style checker to be pushed.Note: Whenever the patch creator updates the patch all reviewers must re-review the patch. There is no longer a “Fix it, then Ship It” option.Once you have received reviews for your patch, you will likely need to make changes. To do this, you should update the original git changeset. Then, you can simply push the changeset again to the same Gerrit branch to update the review request.Please see governance and reviewing patches. git push origin HEAD:refs/for/masterNote: If you have posted a patch and don’t receive any reviews, you may need to prod the reviewers. You can do this by adding a reply to your changeset review on gerrit. It is expected that at least the maintainer will supply a review for your patch.CommittingEach patch must meet the following criteria to be merged:  At least one review with +2  At least one maintainer with +1  At least +1 from the CI tests (gem5 must build and run)  At least +1 from the style checkerOnce a patch meets the above criteria, the submitter of the patch will be able to merge the patch by pressing the “Submit” button on Gerrit. When the patch is submitted, it is merged into the public gem5 branch.GovernanceOverviewgem5 is a meritocratic, consensus-based community project. Anyone with an interest in the project can join the community, contribute to the project design and participate in the decision-making process. Historically, gem5 development has been carried out both in industry and in academia. This document describes how that participation takes place and how to set about earning merit within the project community.The document is broken into a number of sections. Philosophy describes the ideas behind the gem5 community. The Roadmap section points to the roadmap document for gem5’s development. Users and Responsibilities describes the classes of users that use gem5, the types of gem5 contributors, and their responsibilities. Support describes how the community supports users and the Contribution process describes how to contribute. Finally, the Decision Process describes how decisions are made and then we conclude.PhilosophyThe goal of gem5 is to provide a tool to further the state of the art in computer architecture. gem5 can be used for (but is not limited to) computer-architecture research, advanced development, system-level performance analysis and design-space exploration, hardware-software co-design, and low-level software performance analysis. Another goal of gem5 is to be a common framework for computer architecture. A common framework in the academic community makes it easier for other researchers to share workloads as well as models and to compare and contrast with other architectural techniques.The gem5 community strives to balance the needs of its three user types (academic researchers, industry researchers, and students, detailed below). For instance, gem5 strives to balance adding new features (important to researchers) and a stable code base (important for students). Specific user needs important to the community are enumerated below:  Effectively and efficiently emulate the behavior of modern processors in a way that balances simulation performance and accuracy  Serve as a malleable baseline infrastructure that can easily be adapted to emulate the desired behaviors  Provide a core set of APIs and features that remain relatively stable  Incorporate features that make it easy for companies and research groups to stay up to date with the tip and continue contributing to the projectAdditionally, the gem5 community is committed to openness, transparency, and inclusiveness. Participants in the gem5 community of all backgrounds should feel welcome and encouraged to contribute.gem5 RoadmapThe roadmap for gem5 can be found on Roadmap page. The roadmap document details the short and long term goals for the gem5 software. Users of all types are encouraged to contribute to this document and shape the future of gem5. Users are especially encouraged to update the roadmap (and get consensus) before submitting large changes to gem5.Roles And ResponsibilitiesUsersUsers are community members who have a need for the project. They are the most important members of the community and without them the project would have no purpose. Anyone can be a user; there are no special requirements. There are currently three main categories of gem5 users: academic researchers, industry researchers, and students. Individuals may transition between categories, e.g., when a graduate student takes an industry internship, then returns to school; or when a student graduates and takes a job in industry. These three users are described below.Academic ResearchersThis type of user primarily encompasses individuals that use gem5 in academic research. Examples include, but are not limited to, graduate students, research scientists, and post-graduates. This user often uses gem5 as a tool to discover and invent new computer architecture mechanisms. Academic Researchers often are first exposed to gem5 as Students (see below) and transition from Students to Academic Researchers over time.Because of these users’ goals, they primarily add new features to gem5. It is important to the gem5 community to encourage these users to contribute their work to the mainline gem5 repository. By encouraging these users to commit their research contributions, gem5 will make it much easier for other researchers to compare and contrast with other architectural techniques (see Philosophy section).Industry ResearchersThis type of user primarily encompasses individuals working for companies that use gem5. These users are distinguished from academic researchers in two ways. First, industry researchers are often part of a larger team, rather than working individually on gem5. Second, industry researchers often want to incorporate proprietary information into private branches of gem5. Therefore, industry researchers tend to have rather sophisticated software infrastructures built around gem5. For these users, the stability of gem5 features and baseline source code is important. Another key consideration is the fidelity of the models, and their ability to accurately reflect realistic implementations. To enable industry participation, it is critical to maintain licensing terms that do not restrict or burden the use of gem5 in conjunction with proprietary IP.StudentsThis type of user primarily encompasses individuals that are using gem5 in a classroom setting. These users typically have some foundation in computer architecture, but they have little or no background using simulation tools. Additionally, these users may not use gem5 for an extended period of time, after finishing their short-term goals (e.g., a semester-long class).The project asks its users to participate in the project and community as much as possible. User contributions enable the project team to ensure that they are satisfying the needs of those users. Common user contributions include (but are not limited to):  evangelising about the project (e.g., a link on a website and word-of-mouth awareness raising)  informing developers of strengths and weaknesses from a new user perspective  providing moral support (a ‘thank you’ goes a long way)  providing financial support (the software is open source, but its developers need to eat)Users who continue to engage with the project and its community will often become more and more involved. Such users may find themselves becoming contributors, as described in the next section.ContributorsContributors are community members who contribute in concrete ways to the project. Anyone can become a contributor, and contributions can take many forms. There are no specific skill requirements and no selection process.  There is only one expectation of commitment to the project: contributors must be respectful to each other during the review process and work together to reach compromises. See the “Reviewing Patches” section for more on the process of contributing.In addition to their actions as users, contributors may also find themselves doing one or more of the following:  answering questions on the mailing lists, particularly the “easy” questions from new users (existing users are often the best people to support new users), or those that relate to the particular contributor’s experiences  reporting bugs  identifying requirements  providing graphics and web design  programming  assisting with project infrastructure  writing documentation  fixing bugs  adding features  acting as an ambassador and helping to promote the projectContributors engage with the project through the Review Board and mailing list, or by writing or editing documentation. They submit changes to the project source code via patches submitted to Review Board, which will be considered for inclusion in the project by existing committers (see next section). The developer mailing list is the most appropriate place to ask for help when making that first contribution.As contributors gain experience and familiarity with the project, their profile within, and commitment to, the community will increase. At some stage, they may find themselves being nominated for committership.CommittersCommitters are community members who have shown that they are committed to the continued development of the project through ongoing engagement with the community. Committership allows contributors to more easily carry on with their project related activities by giving them direct access to the project’s resources. That is, they can make changes directly to project outputs, although they still have to submit code changes via Review Board. Additionally, committers are expected to have an ongoing record of contributions in terms of code, reviews, and/or discussion.Committers have no more authority over the project than contributors. While committership indicates a valued member of the community who has demonstrated a healthy respect for the project’s aims and objectives, their work continues to be reviewed by the community. The key difference between a committer and a contributor is committers have the extra responsibility of pushing patches to the mainline. Additionally, committers are expected to contribute to discussions on the gem5-dev list and review patches.Anyone can become a committer. The only expectation is that a committer has demonstrated an ability to participate in the project as a team player. Specifically, refer to the 2nd paragraph of the Contributors section.Typically, a potential committer will need to show that they have an understanding of the project, its objectives and its strategy (see Philosophy section). They will also have provided valuable contributions to the project over a period of time.New committers can be nominated by any existing committer. Once they have been nominated, there will be a vote by the project management committee (PMC; see below). Committer nomination and voting is one of the few activities that takes place on the project’s private management list. This is to allow PMC members to freely express their opinions about a nominee without causing embarrassment. Once the vote has been held, the nominee is notified of the result. The nominee is entitled to request an explanation of any ‘no’ votes against them, regardless of the outcome of the vote. This explanation will be provided by the PMC Chair (see below) and will be anonymous and constructive in nature.Nominees may decline their appointment as a committer. However, this is unusual, as the project does not expect any specific time or resource commitment from its community members. The intention behind the role of committer is to allow people to contribute to the project more easily, not to tie them into the project in any formal way.It is important to recognise that commitership is a privilege, not a right. That privilege must be earned and once earned it can be removed by the PMC (see next section) in extreme circumstances. However, under normal circumstances committership exists for as long as the committer wishes to continue engaging with the project.A committer who shows an above-average level of contribution to the project, particularly with respect to its strategic direction and long-term health, may be nominated to become a member of the PMC. This role is described below.Project management committeeThe project management committee consists of those individuals identified as ‘project owners’ on the development site. The PMC has additional responsibilities over and above those of a committer. These responsibilities ensure the smooth running of the project. PMC members are expected to review code contributions, participate in strategic planning, approve changes to the governance model and manage how the software is distributed and licensed.Some PMC members are responsible for specific components of the gem5 project. This includes gem5 source modules (e.g., classic caches, O3CPU model, etc.) and project assets (e.g., the website). A list of the current components and the responsible members can be found on Module owners.Members of the PMC do not have significant authority over other members of the community, although it is the PMC that votes on new committers. It also makes decisions when community consensus cannot be reached. In addition, the PMC has access to the project’s private mailing list. This list is used for sensitive issues, such as votes for new committers and legal matters that cannot be discussed in public. It is never used for project management or planning.Membership of the PMC is by invitation from the existing PMC members. A nomination will result in discussion and then a vote by the existing PMC members. PMC membership votes are subject to consensus approval of the current PMC members. Additions to the PMC require unanimous agreement of the PMC members. Removing someone from the PMC requires N-1 positive votes, where N is the number of PMC members not including the individual who is being voted out.Members  Ali Saidi  Andreas Hansson  Andreas Sandberg  Anthony Gutierrez  Brad Beckmann  Jason Lowe-Power  Nathan Binkerg  Steve ReinhardtPMC ChairThe PMC Chair is a single individual, voted for by the PMC members. Once someone has been appointed Chair, they remain in that role until they choose to retire, or the PMC casts a two-thirds majority vote to remove them.The PMC Chair has no additional authority over other members of the PMC: the role is one of coordinator and facilitator. The Chair is also expected to ensure that all governance processes are adhered to, and has the casting vote when any project decision fails to reach consensus.SupportAll participants in the community are encouraged to provide support for new users within the project management infrastructure. This support is provided as a way of growing the community. Those seeking support should recognise that all support activity within the project is voluntary and is therefore provided as and when time allows.Contribution ProcessAnyone, capable of showing respect to others, can contribute to the project, regardless of their skills, as there are many ways to contribute. For instance, a contributor might be active on the project mailing list and issue tracker, or might supply patches. The various ways of contributing are described in more detail in a separate document Submitting Contributions.The developer mailing list is the most appropriate place for a contributor to ask for help when making their first contribution. See the Submitting Contributions page on the gem5 wiki for details of the gem5 contribution process. Each new contribution should be submitted as a patch to our Review Board site. Then, other gem5 developers will review your patch, possibly asking for minor changes. After the patch has received consensus (see Decision Making Process), the patch is ready to be committed to the gem5 tree. For committers, this is as simple as pushing the changeset. For contributors, a committer should push the changeset for you. If a committer does not push the changeset within a reasonable window (a couple of days), send a friendly reminder email to the gem5-dev list. Before a patch is committed to gem5, it must receive at least 2 “Ship its” from reviewboard. If there are no reviews on a patch, users should send follow up emails to the gem5-dev list asking for reviews.Reviewing PatchesAn important part of the contribution process is providing feedback on patches that other developers submit. The purpose of reviewing patches is to weed out obvious bugs and to ensure that the code in gem5 is of sufficient quality.All users are encouraged to review the contributions that are posted on Review Board. If you are an active gem5 user, it’s a good idea to keep your eye on the contributions that are posted there (typically by subscribing to the gem5-dev mailing list) so you can speak up when you see a contribution that could impact your use of gem5. It is far more effective to contribute your opinion in a review before a patch gets committed than to complain after the patch is committed, you update your repository, and you find that your simulations no longer work.We greatly value the efforts of reviewers to maintain gem5’s code quality and consistency. However, it is important that reviews balance the desire to maintain the quality of the code in gem5 with the need to be open to accepting contributions from a broader community. People will base their desire to contribute (or continue contributing) on how they and other contributors are received. With that in mind, here are some guidelines for reviewers:  Remember that submitting a contribution is a generous act, and is very rarely a requirement for the person submitting it. It’s always a good idea to start a review with something like “thank you for submitting this contribution”. A thank-you is particularly important for new or occasional submitters.  Overall, the attitude of a reviewer should be “how can we take this contribution and put it to good use”, not “what shortcomings in this work must the submitter address before the contribution can be considered worthy”.  As the saying goes, “the perfect is the enemy of the good”. While we don’t want gem5 to deteriorate, we also don’t want to bypass useful functionality or improvements simply because they are not optimal. If the optimal solution is not likely to happen, then accepting a suboptimal solution may be preferable to having no solution. A suboptimal solution can always be replaced by the optimal solution later. Perhaps the suboptimal solution can be incrementally improved to reach that point.  When asking a submitter for additional changes, consider the cost-benefit ratio of those changes. In particular, reviewers should not discount the costs of requested changes just because the cost to the reviewer is near zero. Asking for extensive changes, particularly from someone who is not a long-time gem5 developer, may be imposing a significant burden on someone who is just trying to be helpful by submitting their code. If you as a reviewer really feel that some extensive reworking of a patch is necessary, consider volunteering to make the changes yourself.  Not everyone uses gem5 in the same way or has the same needs. It’s easy to reject a solution due to its flaws when it solves a problem you don’t have—so there’s no loss to you if we end up with no solution. That’s probably not an acceptable result for the person submitting the patch though. Another way to look at this point is as the flip side of the previous item: just as your cost-benefit analysis should not discount the costs to the submitter of making changes, just because the costs to you are low, it should also not discount the benefits to the submitter of accepting the submission, just because the benefits to you are low.  Be independent and unbiased while commenting on review requests. Do not support a patch just because you or your organization will benefit from it or oppose it because you will need to do more work. Whether you are an individual or someone working with an organization, think about the patch from community’s perspective.  Try to keep the arguments technical and the language simple. If you make some claim about a patch, substantiate it.Decision Making ProcessDecisions about the future of the project are made through discussion with all members of the community, from the newest user to the most experienced PMC member. All non-sensitive project management discussion takes place on the gem5-dev mailing list. Occasionally, sensitive discussion occurs on a private list.In order to ensure that the project is not bogged down by endless discussion and continual voting, the project operates a policy of lazy consensus. This allows the majority of decisions to be made without resorting to a formal vote.Lazy consensusDecision making typically involves the following steps:  Proposal  Discussion  Vote (if consensus is not reached through discussion)  DecisionAny community member can make a proposal for consideration by the community. In order to initiate a discussion about a new idea, they should send an email to the gem5-dev list or submit a patch implementing the idea to Review Board. This will prompt a review and, if necessary, a discussion of the idea. The goal of this review and discussion is to gain approval for the contribution. Since most people in the project community have a shared vision, there is often little need for discussion in order to reach consensus.In general, as long as nobody explicitly opposes a proposal, it is recognised as having the support of the community. This is called lazy consensus—that is, those who have not stated their opinion explicitly have implicitly agreed to the implementation of the proposal.Lazy consensus is a very important concept within the project. It is this process that allows a large group of people to efficiently reach consensus, as someone with no objections to a proposal need not spend time stating their position, and others need not spend time reading such mails.For lazy consensus to be effective, it is necessary to allow at least two weeks before assuming that there are no objections to the proposal. This requirement ensures that everyone is given enough time to read, digest and respond to the proposal. This time period is chosen so as to be as inclusive as possible of all participants, regardless of their location and time commitments. For Review Board requests, if there are no reviews after two weeks, the submitter should send a reminder email to the mailing list. Reviewers may ask patch submitters to delay submitting a patch when they have a desire to review a patch and need more time to do so. As discussed in the Contributing Section, each patch should have at least two “Ship its” before it is committed.VotingNot all decisions can be made using lazy consensus. Issues such as those affecting the strategic direction or legal standing of the project must gain explicit approval in the form of a vote. Every member of the community is encouraged to express their opinions in all discussion and all votes. However, only project committers and/or PMC members (as defined above) have binding votes for the purposes of decision making. A separate document on the voting within a meritocratic governance model (http://oss-watch.ac.uk/resources/meritocraticgovernancevoting) describes in more detail how voting is conducted in projects following the practice established within the Apache Software Foundation.This document is based on the example (http://oss-watch.ac.uk/resources/meritocraticgovernancemodel) by Ross Gardler and Gabriel Hanganu and is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License",
+        "url": "/contributing/"
+      }
+      ,
+    
+      "gettingstarted": {
+        "title": "Getting Started",
+        "content": "FirstIntro to getting started",
+        "url": "/gettingstarted/"
+      }
+      ,
+    
+      "introduction": {
+        "title": "Introduction",
+        "content": "Hello thereIntro to getting started",
+        "url": "/introduction/"
+      }
+      ,
+    
+      "piece1": {
+        "title": "Piece 1",
+        "content": "How to debugfirst figure out the problem",
+        "url": "/piece1/"
+      }
+      ,
+    
+      "publications": {
+        "title": "Publications",
+        "content": "Table of Contents  Table of Contents  Original Paper  Special Features of gem5          GPUs      DRAM Controller, DRAM Power Estimation      KVM      Elastic Traces      SystemC Couping        Other Publications related to gem5  Publications using gem5 / m5          2017      2016      2015      2014      2013      2012      2011      2010      2009      2008      2007      2006      2005      2004      2003      2002        Derivative projects          MV5                  Features          Resources                    gem5-gpu                  Resources                    If you use gem5 in your research, we would appreciate a citation to the original paper in any publications you produce. Moreover, we would appreciate if you cite also the speacial features of gem5 which have been developed and contributed to the main line since the publication of the original paper in 2011. In other words, if you use feature X please also cite the according paper Y from the list below.TOCOriginal Paper  The gem5 Simulator. Nathan Binkert, Bradford Beckmann, Gabriel Black, Steven K. Reinhardt, Ali Saidi, Arkaprava Basu, Joel Hestness, Derek R. Hower, Tushar Krishna, Somayeh Sardashti, Rathijit Sen, Korey Sewell, Muhammad Shoaib, Nilay Vaish, Mark D. Hill, and David A. Wood. May 2011, ACM SIGARCH Computer Architecture News.Special Features of gem5GPUs      Lost in Abstraction: Pitfalls of Analyzing GPUs at the Intermediate Language Level. Anthony Gutierrez, Bradford M. Beckmann, Alexandru Dutu, Joseph Gross, John Kalamatianos, Onur Kayiran, Michael LeBeane, Matthew Poremba, Brandon Potter, Sooraj Puthoor, Matthew D. Sinclair, Mark Wyse, Jieming Yin, Xianwei Zhang, Akshay Jain, Timothy G. Rogers. In Proceedings of the 24th IEEE International Symposium on High-Performance Computer Architecture (HPCA), February 2018.        NoMali: Simulating a realistic graphics driver stack using a stub GPU. René de Jong, Andreas Sandberg. In Proceedings of the International Symposium on Performance Analysis of Systems and Software (ISPASS), March 2016.        gem5-gpu: A Heterogeneous CPU-GPU Simulator. Jason Power, Joel Hestness, Marc S. Orr, Mark D. Hill, David A. Wood. Computer Architecture Letters vol. 13, no. 1, Jan 2014  DRAM Controller, DRAM Power Estimation      Simulating DRAM controllers for future system architecture exploration. Andreas Hansson, Neha Agarwal, Aasheesh Kolli, Thomas Wenisch and Aniruddha N. Udipi. In Proceedings of the International Symposium on Performance Analysis of Systems and Software (ISPASS), March 2014.        DRAMPower: Open-source DRAM Power &amp; Energy Estimation Tool. Karthik Chandrasekar, Christian Weis, Yonghui Li, Sven Goossens, Matthias Jung, Omar Naji, Benny Akesson, Norbert Wehn, and Kees Goossens, URL: http://www.drampower.info.  KVM  Full Speed Ahead: Detailed Architectural Simulation at Near-Native Speed. Andreas Sandberg, Nikos Nikoleris, Trevor E. Carlson, Erik Hagersten, Stefanos Kaxiras, David Black-Schaffer. 2015 IEEE International Symposium on Workload CharacterizationElastic Traces  Exploring system performance using elastic traces: Fast, accurate and portable. Radhika Jagtap, Matthias Jung, Stephan Diestelhorst, Andreas Hansson, Norbert Wehn. IEEE International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS), 2016SystemC Couping  System Simulation with gem5 and SystemC: The Keystone for Full Interoperability. C. Menard, M. Jung, J. Castrillon, N. Wehn. IEEE International Conference on Embedded Computer Systems Architectures Modeling and Simulation (SAMOS), July, 2017Other Publications related to gem5      Enabling Realistic Logical Device Interface and Driver for NVM Express Enabled Full System Simulations. Donghyun Gouk, Jie Zhang and Myoungsoo Jung. IFIP International Conference on Network and Parallel Computing (NPC) and Invited for International Journal of Parallel Programming (IJPP), 2017        SimpleSSD: Modeling Solid State Drives for Holistic System Simulation. Myoungsoo Jung, Jie Zhang, Ahmed Abulila, Miryeong Kwon, Narges Shahidi, John Shalf, Nam Sung Kim and Mahmut Kandemir. IEEE Computer Architecture Letters (CAL), 2017        “dist-gem5: Distributed Simulation of Computer Clusters,” Mohammad Alian, Gabor Dozsa, Umur Darbaz, Stephan Diestelhorst, Daehoon Kim, and Nam Sung Kim. IEEE International Symposium on Performance Analysis of Systems (ISPASS), April 2017        pd-gem5: Simulation Infrastructure for Parallel/Distributed Computer Systems. Mohammad Alian, Daehoon Kim, and Nam Sung Kim. Computer Architecture Letters (CAL), 2016.        A Full-System Approach to Analyze the Impact of Next-Generation Mobile Flash Storage. Rene de Jong and Andreas Hansson. In Proceedings of the International Symposium on Performance Analysis of Systems and Software (ISPASS), March 2015.        Sources of Error in Full-System Simulation. A. Gutierrez, J. Pusdesris, R.G. Dreslinski, T. Mudge, C. Sudanthi, C.D. Emmons, M. Hayenga, and N. Paver. In Proceedings of the International Symposium on Performance Analysis of Systems and Software (ISPASS), March 2014.        Introducing DVFS-Management in a Full-System Simulator. Vasileios Spiliopoulos, Akash Bagdia, Andreas Hansson, Peter Aldworth and Stefanos Kaxiras. In Proceedings of the 21st International Symposium on Modeling, Analysis &amp; Simulation of Computer and Telecommunication Systems (MASCOTS), August 2013.    Accuracy Evaluation of GEM5 Simulator System. A. Butko, R. Garibotti, L. Ost, and G. Sassatelli. In the proceeding of the IEEE International Workshop on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), York, United Kingdom, July 2012.  The M5 Simulator: Modeling Networked Systems. N. L. Binkert, R. G. Dreslinski, L. R. Hsu, K. T. Lim, A. G. Saidi, S. K. Reinhardt. IEEE Micro, vol. 26, no. 4, pp. 52-60, July/August, 2006.  Multifacet’s General Execution-driven Multiprocessor Simulator (GEMS) Toolset. Milo M.K. Martin, Daniel J. Sorin, Bradford M. Beckmann, Michael R. Marty, Min Xu, Alaa R. Alameldeen, Kevin E. Moore, Mark D. Hill, and David A. Wood. Computer Architecture News (CAN), September 2005.Publications using gem5 / m52017      [https://chess.eecs.berkeley.edu/pubs/1194/KimEtAl_CyPhy17.pdfAn Integrated Simulation Tool for Computer Architecture and Cyber-Physical Systems]. Hokeun Kim, Armin Wasicek, and Edward A. Lee. In Proceedings of the 6th Workshop on Design, Modeling and Evaluation of Cyber-Physical Systems (CyPhy’17), Seoul, Korea, October 19, 2017.        [http://www.lirmm.fr/~sassate/ADAC/wp-content/uploads/2017/06/opensuco17.pdfEfficient Programming for Multicore Processor Heterogeneity: OpenMP versus OmpSs]. Anastasiia Butko, Florent Bruguier, Abdoulaye Gamatié and Gilles Sassatelli. In Open Source Supercomputing (OpenSuCo’17) Workshop co-located with ISC’17, June 2017.        [https://hal-lirmm.ccsd.cnrs.fr/lirmm-01467328MAGPIE: System-level Evaluation of Manycore Systems with Emerging Memory Technologies]. Thibaud Delobelle, Pierre-Yves Péneau, Abdoulaye Gamatié, Florent Bruguier, Sophiane Senni, Gilles Sassatelli and Lionel Torres, 2nd International Workshop on Emerging Memory Solutions (EMS) co-located with DATE’17, March 2017.  2016      [http://ieeexplore.ieee.org/document/7776838An Agile Post-Silicon Validation Methodology for the Address Translation Mechanisms of Modern Microprocessors]. G. Papadimitriou, A. Chatzidimitriou, D. Gizopoulos, R. Morad, IEEE Transactions on Device and Materials Reliability (TDMR 2016), Volume: PP, Issue: 99, December 2016.        [http://ieeexplore.ieee.org/document/7753339Unveiling Difficult Bugs in Address Translation Caching Arrays for Effective Post-Silicon Validation]. G. Papadimitriou, D. Gizopoulos, A. Chatzidimitriou, T. Kolan, A. Koyfman, R. Morad, V. Sokhin, IEEE International Conference on Computer Design (ICCD 2016), Phoenix, AZ, USA, October 2016.        [http://ieeexplore.ieee.org/document/7833682/Loop optimization in presence of STT-MRAM caches: A study of performance-energy tradeoffs]. Pierre-Yves Péneau, Rabab Bouziane, Abdoulaye Gamatié, Erven Rohou, Florent Bruguier, Gilles Sassatelli, Lionel Torres and Sophiane Senni, 26th International Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS), September 21-23 2016.        [http://ieeexplore.ieee.org/abstract/document/7774439Full-System Simulation of big.LITTLE Multicore Architecture for Performance and Energy Exploration]. Anastasiia Butko, Florent Bruguier, Abdoulaye Gamatié, Gilles Sassatelli, David Novo, Lionel Torres and Michel Robert. Embedded Multicore/Many-core Systems-on-Chip (MCSoC), 2016 IEEE 10th International Symposium on, September 21-23, 2016.        [http://ieeexplore.ieee.org/document/7448986Exploring MRAM Technologies for Energy Efficient Systems-On-Chip]. Sophiane Senni, Lionel Torres, Gilles Sassatelli, Abdoulaye Gamatié and Bruno Mussard, IEEE Journal on Emerging and Selected Topics in Circuits and Systems , Volume: 6, Issue: 3, Sept. 2016.        [https://cpc2016.infor.uva.es/wp-content/uploads/2016/06/CPC2016_paper_11.pdfArchitectural exploration of heterogeneous memory systems]. Marcos Horro, Gabriel Rodríguez, Juan Touriño and Mahmut T. Kandemir. 19th Workshop on Compilers for Parallel Computing (CPC), July 2016.        [http://ieeexplore.ieee.org/document/7604675ISA-Independent Post-Silicon Validation for the Address Translation Mechanisms of Modern Microprocessors]. G. Papadimitriou, A. Chatzidimitriou, D. Gizopoulos and R. Morad, IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS 2016), Sant Feliu de Guixols, Spain, July 2016.        Anatomy of microarchitecture-level reliability assessment: Throughput and accuracy. A.Chatzidimitriou, D.Gizopoulos, IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Uppsala, Sweden, April 2016.        Agave: A benchmark suite for exploring the complexities of the Android software stack. Martin Brown, Zachary Yannes, Michael Lustig, Mazdak Sanati, Sally A. McKee, Gary S. Tyson, Steven K. Reinhardt, IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Uppsala, Sweden, April 2016.  2015      [http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7314163Differential Fault Injection on Microarchitectural Simulators]. M.Kaliorakis, S.Tselonis, A.Chatzidimitriou, N.Foutris, D.Gizopoulos, IEEE International Symposium on Workload Characterization (IISWC), Atlanta, GA, USA, October 2015.        Live Introspection of Target-Agnostic JIT in Simulation. B. Shingarov. International Workshop IWST’15 in cooperation with ACM, Brescia, Italy, 2015.        Security in MPSoCs: A NoC Firewall and an Evaluation Framework. M.D. Grammatikakis, K. Papadimitriou, P. Petrakis, A. Papagrigoriou, G. Kornaros, I. Christoforakis, O. Tomoutzoglou, G. Tsamis and M. Coppola. In IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol.34, no.8, pp.1344-1357, Aug. 2015        DPCS: Dynamic Power/Capacity Scaling for SRAM Caches in the Nanoscale Era. Mark Gottscho, Abbas BanaiyanMofrad, Nikil Dutt, Alex Nicolau, and Puneet Gupta. ACM Transactions on Architecture and Code Optimization (TACO), Vol. 12, No. 3, Article 27. Pre-print June 2015, published August 2015, print October 2015.        A predictable and command-level priority-based DRAM controller for mixed-criticality systems. Hokeun Kim, David Broman, Edward A. Lee, Michael Zimmer, Aviral Shrivastava, Junkwang Oh. Proceedings of the 21st IEEE Real-Time and Embedded Technology and Application Symposium (RTAS), Seattle, WA, USA, April, 2015.        Security Enhancements for Building Saturation-free, Low-Power NoC-based MPSoCs. Kyprianos Papadimitriou, Polydoros Petrakis, Miltos Grammatikakis, Marcello Coppola. In IEEE Conference on Communications and Network Security (CNS) - 1st IEEE Workshop on Security and Privacy in Cybermatics, Florence, Italy, 2015        Design Exploration For Next Generation High-Performance Manycore On-chip Systems: Application To big.LITTLE Architectures. Anastasiia Butko, Abdoulaye Gamatie, Gilles Sassatelli, Lionel Torres and Michel Robert. VLSI (ISVLSI), 2015 IEEE Computer Society Annual Symposium on, July 10, 2015        [http://dx.doi.org/10.1007/s11227-014-1375-7 Gem5v: a modified gem5 for simulating virtualized systems]. Seyed Hossein Nikounia, Siamak Mohammadi. Springer Journal of Supercomputing. The source code is available [https://github.com/nikoonia/gem5v here].        Micro-architectural simulation of embedded core heterogeneity with gem5 and McPAT. Fernando A. Endo, Damien Couroussé, Henri-Pierre Charles. RAPIDO ‘15 Proceedings of the 2015 Workshop on Rapid Simulation and Performance Evaluation: Methods and Tools. January 2015.        A trace-driven approach for fast and accurate simulation of manycore architectures. Anastasiia Butko, Rafael Garibotti, Luciano Ost, Vianney Lapotre, Abdoulaye Gamatie, Gilles Sassatelli and Chris Adeniyi-Jones. Design Automation Conference (ASP-DAC), 2015 20th Asia and South Pacific. January 19, 2015  2014      Evaluating Private vs. Shared Last-Level Caches for Energy Efficiency in Asymmetric Multi-Cores. A. Gutierrez, R.G. Dreslinski, and Trevor Mudge. In Proceedings of the 14th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), 2014.        [http://dx.doi.org/10.1109/HPCC.2014.173 Security Effectiveness and a Hardware Firewall for MPSoCs]. M. D. Grammatikakis, K. Papadimitriou, P. Petrakis, A. Papagrigoriou, G. Kornaros, I. Christoforakis and M. Coppola. In 16th IEEE International Conference on High Performance Computing and Communications - Workshop on Multicore and Multithreaded Architectures and Algorithms, 2014, pp. 1032-1039 Aug. 2014        [http://dx.doi.org/10.1145/2541940.2541951 Integrated 3D-Stacked Server Designs for Increasing Physical Density of Key-Value Stores]. Anthony Gutierrez, Michael Cieslak, Bharan Giridhar, Ronald G. Dreslinski, Luis Ceze, and Trevor Mudge. ASPLOS XIX        [http://dx.doi.org/10.1145/2593069.2593184 Power / Capacity Scaling: Energy Savings With Simple Fault-Tolerant Caches]. Mark Gottscho, Abbas BanaiyanMofrad, Nikil Dutt, Alex Nicolau, and Puneet Gupta. DAC, 2014.        ”‘Write-Aware Replacement Policies for PCM-Based Systems “’. R. Rodríguez-Rodríguez, F. Castro, D. Chaver*, R. Gonzalez-Alberquilla, L. Piñuel and F. Tirado. The Computer Journal, 2014.        ”‘Micro-architectural simulation of in-order and out-of-order ARM microprocessors with gem5 “’. Fernando A. Endo, Damien Couroussé, Henri-Pierre Charles. 2014 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XIV). July 2014.  2013  Continuous Real-World Inputs Can Open Up Alternative Accelerator Designs. Bilel Belhadj, Antoine Joubert, Zheng Li, Rodolphe Héliot, and Olivier Temam. ISCA ‘13  Cache Coherence for GPU Architectures. Inderpreet Singh, Arrvindh Shriraman, Wilson WL Fung, Mike O’Connor, and Tor M. Aamodt. HPCA, 2013.  Navigating Heterogeneous Processors with Market Mechanisms. Marisabel Guevara, Benjamin Lubin, and Benjamin C. Lee. HPCA, 2013  Power Struggles: Revisiting the RISC vs. CISC Debate on Contemporary ARM and x86 Architectures. Emily Blem, Jaikrishnan Menon, and Karthikeyan Sankaralingam. HPCA 2013.  Coset coding to extend the lifetime of memory. Adam N. Jacobvitz, Robert Calderbank, Daniel J. Sorin. HPCA ‘13.  The McPAT Framework for Multicore and Manycore Architectures: Simultaneously Modeling Power, Area, and Timing. Sheng Li, Jung Ho Ahn, Richard D. Strong, Jay B. Brockman, Dean M. Tullsen, Norman P. Jouppi. ACM Transactions on Architecture and Code Optimization (TACO), Volume 10, Issue 1, April 2013  Optimization and Mathematical Modeling in Computer Architecture Nowatzki, T., Ferris, M., Sankaralingam, K., Estan, C., Vaish, N., &amp; Wood, David A. (2013). Synthesis Lectures on Computer Architecture, 8(4), 1-144.  Limits of Parallelism and Boosting in Dim Silicon. Nathaniel Pinckney, Ronald G. Dreslinski, Korey Sewell, David Fick, Trevor Mudge, Dennis Sylvester, David Blaauw, IEEE Micro, vol. 33, no. 5, pp. 30-37, Sept.-Oct., 20132012  Hardware Prefetchers for Emerging Parallel Applications, Biswabandan Panda, Shankar Balachandran. In the proceedings of the IEEE/ACM Parallel Architectures and Compilation Techniques,PACT, Minneapolis, October 2012.  Lazy Cache Invalidation for Self-Modifying Codes. A. Gutierrez, J. Pusdesris, R.G. Dreslinski, and T. Mudge. In the proceedings of the International Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES), Tampere, Finland, October 2012.  Accuracy Evaluation of GEM5 Simulator System. A. Butko, R. Garibotti, L. Ost, and G. Sassatelli. In the proceeding of the IEEE International Workshop on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), York, United Kingdom, July 2012.  Viper: Virtual Pipelines for Enhanced Reliability. A. Pellegrini, J. L. Greathouse, and V. Bertacco. In the proceedings of the International Symposium on Computer Architecture (ISCA), Portland, OR, June 2012.  Reducing memory reference energy with opportunistic virtual caching. Arkaprava Basu, Mark D. Hill, Michael M. Swift. In the proceedings of the 39th International Symposium on Computer Architecture (ISCA 2012).  Cache Revive: Architecting Volatile STT-RAM Caches for Enhanced Performance in CMPs. Adwait Jog, Asit Mishra, Cong Xu, Yuan Xie, V. Narayanan, Ravi Iyer, Chita Das. In the proceedings oF the IEEE/ACM Design Automation Conference (DAC), San Francisco, CA, June 2012.2011  Full-System Analysis and Characterization of Interactive Smartphone Applications. A. Gutierrez, R.G. Dreslinski, T.F. Wenisch, T. Mudge, A. Saidi, C. Emmons, and N. Paver. In the proceeding of the IEEE International Symposium on Workload Characterization (IISWC), pages 81-90, Austin, TX, November 2011.  Universal Rules Guided Design Parameter Selection for Soft Error Resilient Processors, L. Duan, Y. Zhang, B. Li, and L. Peng. Proceedings of the International Symposium on Performance Analysis of Systems and Software(ISPASS), Austin, TX, April 2011.2010  Using Hardware Vulnerability Factors to Enhance AVF Analysis, V. Sridharan, D. R. Kaeli. Proceedings of the International Symposium on Computer Architecture (ISCA-37), Saint-Malo, France, June 2010.  Leveraging Unused Cache Block Words to Reduce Power in CMP Interconnect, H. Kim, P. Gratz. IEEE Computer Architecture Letters, vol. 99, (RapidPosts), 2010.  A Fast Timing-Accurate MPSoC HW/SW Co-Simulation Platform based on a Novel Synchronization Scheme, Mingyan Yu, Junjie Song, Fangfa Fu, Siyue Sun, and Bo Liu. Proceedings of the International MultiConfernce of Engineers and Computer Scientists. 2010 pdf  Simulation of Standard Benchmarks in Hardware Implementations of L2 Cache Models in Verilog HDL, Rosario M. Reas, Anastacia B. Alvarez, Joy Alinda P. Reyes, Computer Modeling and Simulation, International Conference on, pp. 153-158, 2010 12th International Conference on Computer Modelling and Simulation, 2010  A Simulation of Cache Sub-banking and Block Buffering as Power Reduction Techniques for Multiprocessor Cache Design, Jestoni V. Zarsuela, Anastacia Alvarez, Joy Alinda Reyes, Computer Modeling and Simulation, International Conference on, pp. 515-520, 2010 12th International Conference on Computer Modelling and Simulation, 20102009  Efﬁcient Implementation of Decoupling Capacitors in 3D Processor-DRAM Integrated Computing Systems. Q. Wu, J. Lu, K. Rose, and T. Zhang. Great Lakes Symposium on VLSI. 2009.  Evaluating the Impact of Job Scheduling and Power Management on Processor Lifetime for Chip Multiprocessors. A. K. Coskun, R. Strong, D. M. Tullsen, and T. S. Rosing. Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems. 2009.  ” Devices and architectures for photonic chip-scale integration.” J. Ahn, M. Fiorentino1, R. G. Beausoleil, N. Binkert, A. Davis, D. Fattal, N. P. Jouppi, M. McLaren, C. M. Santori, R. S. Schreiber, S. M. Spillane, D. Vantrease and Q. Xu. Journal of Applied Physics A: Materials Science &amp; Processing. February 2009.      System-Level Power, Thermal and Reliability Optimization. C. Zhu. Thesis at Queen’s University. 2009.    A light-weight fairness mechanism for chip multiprocessor memory systems. M. Jahre, L. Natvig. Proceedings of the 6th ACM conference on Computing Frontiers. 2009.  Decoupled DIMM: building high-bandwidth memory system using low-speed DRAM devices. H. Zheng, J. Lin, Z. Zhang, and Z. Zhu. International Symposium on Computer Architecture (ISCA). 2009.      On the Performance of Commit-Time-Locking Based Software Transactional Memory. Z. He and B. Hong. The 11th IEEE International Conference on. High Performance Computing and Communications (HPCC-09). 2009.    A Quantitative Study of Memory System Interference in Chip Multiprocessor Architectures. M. Jahre, M. Grannaes and L. Natvig. The 11th IEEE International Conference on. High Performance Computing and Communications (HPCC-09). 2009.  Hardware Support for Debugging Message Passing Applications for Many-Core Architectures. C. Svensson. Masters Thesis at the University of Illinois at Urbana-Champaign, 2009.  Initial Experiments in Visualizing Fine-Grained Execution of Parallel Software Through Cycle-Level Simulation. R. Strong, J. Mudigonda, J. C. Mogul, N. Binkert. USENIX Workshop on Hot Topics in Parallelism (HotPar). 2009.  MPreplay: Architecture Support for Deterministic Replay of Message Passing Programs on Message Passing Many-core Processors. C. Erik-Svensson, D. Kesler, R. Kumar, and G. Pokam. University of Illinois Technical Report number UILU-09-2209.  Low-power Inter-core Communication through Cache Partitioning in Embedded Multiprocessors. C. Yu, X. Zhou, and P. Petrov .Symposium on Integrated Circuits and System Design (sbcci). 2009.  Integrating NAND flash devices onto servers. D. Roberts, T. Kgil, T. Mudge. Communications of the ACM (CACM). 2009.  A High-Performance Low-Power Nanophotonic On-Chip Network. Z. Li, J. Wu, L. Shang, A. Mickelson, M. Vachharajani, D. Filipovic, W. Park∗ and Y. Sun. International Symposium on Low Power Electronic Design (ISLPED). 2009.  Core monitors: monitoring performance in multicore processors. P. West, Y. Peress, G. S. Tyson, and S. A. McKee. Computing Frontiers. 2009.  Parallel Assertion Processing using Memory Snapshots. M. F. Iqbal, J. H. Siddiqui, and D. Chiou. Workshop on Unique Chips and Systems (UCAS). April 2009.  Leveraging Memory Level Parallelism Using Dynamic Warp Subdivision. J. Meng, D. Tarjan, and K. Skadron. Univ. of Virginia Dept. of Comp. Sci. Tech Report (CS-2009-02).  Reconfigurable Multicore Server Processors for Low Power Operation. R. G. Dreslinski, D. Fick, D. Blaauw, D. Sylvester and T. Mudge. 9th International Symposium on Systems, Architectures, MOdeling and Simulation (SAMOS). July 2009.  Near Threshold Computing: Overcoming Performance Degradation from Aggressive Voltage Scaling R. G. Dreslinski, M. Wieckowski, D. Blaauw, D. Sylvester, and T. Mudge. Workshop on Energy Efficient Design (WEED), June 2009.      Workload Adaptive Shared Memory Multicore Processors with Reconfigurable Interconnects. S. Akram, R. Kumar, and D. Chen. IEEE Symposium on Application Specific Processors, July 2009.    Eliminating Microarchitectural Dependency from Architectural Vulnerability. V. Sridharan, D. R. Kaeli. Proceedings of the 15th International Symposium on High-Performance Computer Architecture (HPCA-15), February 2009.  Producing Wrong Data Without Doing Anything Obviously Wrong! T. Mytkowicz, A. Diwan, M. Hauswirth, P. F. Sweeney. Proceedings of the 14th international conference on Architectural support for programming languages and operating systems (ASPLOS). 2009.  End-To-End Performance Forecasting: Finding Bottlenecks Before They Happen A. Saidi, N. Binkert, S. Reinhardt, T. Mudge. Proceedings of the 36th International Symposium on Computer Architecture (ISCA-36), June 2009.  Fast Switching of Threads Between Cores. R. Strong, J. Mudigonda, J. C. Mogul, N. Binkert, D. Tullsen. ACM SIGOPS Operating Systems Review. 2009.  Express Cube Topologies for On-Chip Interconnects. B. Grot, J. Hestness, S. W. Keckler, O. Mutlu. Proceedings of the 15th International Symposium on High-Performance Computer Architecture (HPCA-15), February 2009.  Enhancing LTP-Driven Cache Management Using Reuse Distance Information. W. Lieu, D. Yeung. Journal of Instruction-Level Parallelism 11 (2009).2008  Analyzing the Impact of Data Prefetching on Chip MultiProcessors. N. Fukumoto, T. Mihara, K. Inoue, and K. Murakami. Asia-Pacific Computer Systems Architecture Conference. 2008.      Historical Study of the Development of Branch Predictors. Y. Peress. Masters Thesis at Florida State University. 2008.    Hierarchical Domain Partitioning For Hierarchical Architectures. J. Meng, S. Che, J. W. Sheaffer, J. Li, J. Huang, and K. Skadron. Univ. of Virginia Dept. of Comp. Sci. Tech Report CS-2008-08. 2008.      Memory Access Scheduling Schemes for Systems with Multi-Core Processors. H. Zheng, J. Lin, Z. Zhang, and Z. Zhu. International Conference on Parallel Processing, 2008.    Register Multimapping: Reducing Register Bank Conflicts Through One-To-Many Logical-To-Physical Register Mapping. N. L. Duong and R. Kumar. Tehnical Report CHRC-08-07.  Cross-Layer Custimization Platform for Low-Power and Real-Time Embedded Applications. X. Zhou. Dissertation at the University of Maryland. 2008.  Probabilistic Replacement: Enabling Flexible Use of Shared Caches for CMPs. W. Liu and D. Yeung. University of Maryland Technical Report UMIACS-TR-2008-13. 2008.  Observer Effect and Measurement Bias in Performance Analysis. T. Mytkowicz, P. F. Sweeney, M. Hauswirth, and A. Diwan. University of Colorado at Boulder Technical Report CU-CS 1042-08. June, 2008.  Power-Aware Dynamic Cache Partitioning for CMPs. I. Kotera, K. Abe, R. Egawa, H. Takizawa, and H. Kobayashi. 3rd International Conference on High Performance and Embedded Architectures and Compilers (HiPEAC). 2008.  Modeling of Cache Access Behavior Based on Zipf’s Law. I. Kotera, H. Takizawa, R. Egawa, H. Kobayashi. MEDEA 2008.      Hierarchical Verification for Increasing Performance in Reliable Processors. J. Yoo, M. Franklin. Journal of Electronic Testing. 2008.        Transaction-Aware Network-on-Chip Resource Reservation. Z. Li, C. Zhu, L. Shang, R. Dick, Y. Sun. Computer Architecture Letters. Volume PP, Issue 99, Page(s):1 - 1.        Predictable Out-of-order Execution Using Virtual Traces. J. Whitham, N. Audsley. Proceedings of the 29th IEEE Real-time Systems Symposium, December 2008. pdf        Architectural and Compiler Mechanisms for Acelerating Single Thread Applications on Multicore Processors. H. Zhong. Dissertation at The University of Michigan. 2008.        Mini-Rank: Adaptive DRAM Architecture for Improving Memory Power Efficiency. H. Zheng, J. Lin, Z. Zhang, E. Gorbatov, H. David, Z. Zhu. Proceedings of the 41st Annual Symposium on Microarchitecture (MICRO-41), November 2008.        Reconfigurable Energy Efficient Near Threshold Cache Architectures. R. Dreslinski, G. Chen, T. Mudge, D. Blaauw, D. Sylvester, K. Flautner. Proceedings of the 41st Annual Symposium on Microarchitecture (MICRO-41), November 2008.        Distributed and low-power synchronization architecture for embedded multiprocessors. C. Yu, P. Petrov. Internation Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), October 2008.        Thermal Monitoring Mechanisms for Chip Multiprocessors. J. Long, S.O. Memik, G. Memik, R. Mukherjee. ACM Transactions on Architecture and Code Optimization (TACO), August 2008.        Multi-optimization power management for chip multiprocessors. K. Meng, R. Joseph, R. Dick, L. Shang. Proceedings of the 17th international conference on Parallel Architectures and Compilation Techniques (PACT), 2008.        ” Three-Dimensional Chip-Multiprocessor Run-Time Thermal Management.” C. Zhu, Z. Gu, L. Shang, R.P. Dick, R. Joseph. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), August 2008.        ” Latency and bandwidth efficient communication through system customization for embedded multiprocessors”. C. Yu and P. Petrov. DAC 2008, June 2008.        Corona: System Implications of Emerging Nanophotonic Technology. D. Vantrease, R. Schreiber, M. Monchiero, M. McLaren, N., P. Jouppi, M. Fiorentino, A. Davis, N. Binkert, R. G. Beausoleil, and J. Ahn. Proceedings of the 35th International Symposium on Computer Architecture (ISCA-35), June 2008.        Improving NAND Flash Based Disk Caches. T. Kgil, D. Roberts and T. N. Mudge. Proceedings of the 35th International Symposium on Computer Architecture (ISCA-35), June 2008.        A Taxonomy to Enable Error Recovery and Correction in Software. V. Sridharan, D. A. Liberty, and D. R. Kaeli. Workshop on Quality-Aware Design (W-QUAD), in conjunction with the 35th International Symposium on Computer Architecture (ISCA-35), June 2008.        Quantifying Software Vulnerability. V. Sridharan and D. R. Kaeli. First Workshop on Radiation Effects and Fault Tolerance in Nanometer Technologies, in conjunction with the ACM International Conference on Computing Frontiers, May 2008.        Core Monitors: Monitoring Performance in Multicore Processors. P. West. Masters Thesis at Florida State University. April 2008.        Full System Critical Path Analysis. A. Saidi, N. Binkert, T. N. Mudge, and S. K. Reinhardt. 2008 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), April 2008.        A Power and Temperature Aware DRAM Architecture. S. Liu, S. O. Memik, Y. Zhang, G. Memik. 45th annual conference on Design automation (DAC), 2008.        Streamware: Programming General-Purpose Multicore Processors Using Streams. J. Gummaraju, J. Coburn, Y. Turner, M. Rosenblum. Procedings of the Thirteenth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), March 2008.        Application-aware snoop filtering for low-power cache coherence in embedded multiprocessors. X. Zhou, C. Yu, A. Dash, and P. Petrov. Transactions on Design Automation of Electronic Systems (TODAES). January 2008.    An approach for adaptive DRAM temperature and power management. Song Liu, S. O. Memik, Y. Zhang, and G. Memik. Proceedings of the 22nd annual international conference on Supercomputing. 2008.2007  Modeling and Characterizing Power Variability in Multicore Architectures. K. Meng, F. Huebbers, R, Joseph, and Y. Ismail. ISPASS-2007.  A High Performance Adaptive Miss Handling Architecture for Chip Multiprocessors. M. Jahre, and L. Natvig. HiPEAC Journal 2007.  Performance Effects of a Cache Miss Handling Architecture in a Multi-core Processor. M. Jahre and L. Natvig. NIK-2007 conference. 2007.      Prioritizing Verification via Value-based Correctness Criticality. J. Yoo, M. Franklin. Proceedings of the 25th International Conference on Computer Design (ICCD), 2007.        DRAM-Level Prefetching for Fully-Buffered DIMM: Design, Performance and Power Saving. J. Lin, H. Zheng, Z. Zhu, Z. Zhang ,H. David. ISPASS 2007.        ” Virtual Exclusion: An architectural approach to reducing leakage energy in caches for multiprocessor systems”. M. Ghosh, H. Lee. Proceedings of the International Conference on Parallel and Distributed Systems. December 2007.        Dependability-Performance Trade-off on Multiple Clustered Core Processors. T. Funaki, T. Sato. Proceedings of the 4th International Workshop on Dependable Embedded Systems. October 2007.        Predictive Thread-to-Core Assignment on a Heterogeneous Multi-core Processor. T. Sondag, V. Krishnamurthy, H. Rajan. PLOS ‘07: ACM SIGOPS 4th Workshop on Programming Languages and Operating Systems. October 2007.        Power deregulation: eliminating off-chip voltage regulation circuitry from embedded systems. S. Kim, R. P. Dick, R. Joseph. 5th IEEE/ACM International Conference on Hardware/Software Co-Design and System Synthesis (CODES+ISSS). October 2007.        Aggressive Snoop Reduction for Synchronized Producer-Consumer Communication in Energy-Efficient Embedded Multi-Processors. C. Yu, P. Petrov. 5th IEEE/ACM International Conference on Hardware/Software Co-Design and System Synthesis (CODES+ISSS). October 2007.        Three-Dimensional Multiprocessor System-on-Chip Thermal Optimization. C. Sun, L. Shang, R.P. Dick. 5th IEEE/ACM International Conference on Hardware/Software Co-Design and System Synthesis (CODES+ISSS). October 2007.        Sampled Simulation for Multithreaded Processors. M. Van Biesbrouck. (Thesis) UC San Diego Technical Report CS2007-XXXX. September 2007.        Representative Multiprogram Workloads for Multithreaded Processor Simulation. M. Van Biesbroucky, L. Eeckhoutz, B. Calder. IEEE International Symposium on Workload Characterization (IISWC). September 2007.        The Interval Page Table: Virtual Memory Support in Real-Time and Memory-Constrained Embedded Systems. X. Zhou, P. Petrov. Proceedings of the 20th annual conference on Integrated circuits and systems design. 2007.        A power-aware shared cache mechanism based on locality assessment of memory reference for CMPs. I. Kotera, R. Egawa, H. Takizawa, H. Kobayashi. Proceedings of the 2007 workshop on MEmory performance: DEaling with Applications, systems and architecture (MEDEA). September 2007.        Architectural Support for the Stream Execution Model on General-Purpose Processors. J. Gummaraju, M. Erez, J. Coburn, M. Rosenblum, W. J. Dally. The Sixteenth International Conference on Parallel Architectures and Compilation Techniques (PACT). September 2007.        An Energy Efficient Parallel Architecture Using Near Threshold Operation. R. Dreslinski, B. Zhai, T. Mudge, D. Blaauw, D. Sylvester. The Sixteenth International Conference on Parallel Architectures and Compilation Techniques (PACT). September 2007.        When Homogeneous becomes Heterogeneous: Wearout Aware Task Scheduling for Streaming Applications. D. Roberts, R. Dreslinski, E. Karl, T. Mudge, D. Sylvester, D. Blaauw. Workshop on Operationg System Support for Heterogeneous Multicore Architectures (OSHMA). September 2007.        ” On-Chip Cache Device Scaling Limits and Effective Fault Repair Techniques in Future Nanoscale Technology”. D. Roberts, N. Kim,T. Mudge. Digital System Design Architectures, Methods and Tools (DSD). August 2007.        Energy Efficient Near-threshold Chip Multi-processing. B. Zhai, R. Dreslinski, D. Blaauw, T. Mudge, D. Sylvester. International Symposium on Low Power Electronics and Design (ISLPED). August 2007.        ” A Burst Scheduling Access Reordering Mechanism”. J. Shao, B.T. Davis. IEEE 13th International Symposium on High Performance Computer Architecture (HPCA). 2007.        Enhancing LTP-Driven Cache Management Using Reuse Distance Information. W. Liu, D. Yeung. University of Maryland Technical Report UMIACS-TR-2007-33. June 2007.        Thermal modeling and management of DRAM memory systems. J. Lin, H. Zheng, Z. Zhu, H. David, and Z. Zhang. Proceedings of the 34th Annual international Symposium on Computer Architecture (ISCA). June 2007.        Duplicating and Verifying LogTM with OS Support in the M5 Simulator. G. Blake, T. Mudge. Sixth Annual Workshop on Duplicating, Deconstructing, and Debunking (WDDD). June 2007.        Analysis of Hardware Prefetching Across Virtual Page Boundaries. R. Dreslinski, A. Saidi, T. Mudge, S. Reinhardt. Proc. of the 4th Conference on Computing Frontiers. May 2007.        Reliability in the Shadow of Long-Stall Instructions. V. Sridharan, D. Kaeli, A. Biswas. Third Workshop on Silicon Errors in Logic - System Effects (SELSE-3). April 2007.    Extending Multicore Architectures to Exploit Hybrid Parallelism in Single-thread Applications. H. Zhong, S. A. Lieberman, S. A. Mahlke. Proc. 13th Intl. Symposium on High Performance Computer Architecture (HPCA). February 2007.2006      Evaluation of the Data Vortex Photonic All-Optical Path Interconnection Network for Next-Generation Supercomputers. W. C. Hawkins. Dissertation at Georgia Tech. December 2006.        Running the manual: an approach to high-assurance microkernel development. P. Derrin, K. Elphinstone, G. Klein, D. Cock, M. M. T. Chakravarty. Proceedings of the 2006 ACM SIGPLAN workshop on Haskell. 2006.        The Filter Checker: An Active Verification Management Approach. J. Yoo, M. Franklin. 21st IEEE International Symposium on Defect and Fault-Tolerance in VLSI Systems (DFT’06), 2006.        Physical Resource Matching Under Power Asymmetry. K. Meng, F. Huebbers, R. Joseph, Y. Ismail. Presented at the 2006 P=ac2 Conference. 2006. pdf        Process Variation Aware Cache Leakage Management. K. Meng, R. Joseph. Proceedings of the 2006 International Symposium on Low Power Electronics and Design (ISLPED). October 2006.        FlashCache: a NAND flash memory file cache for low power web servers. T. Kgil, T. Mudge. Proceedings of the 2006 international conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES). October 2006.        PicoServer: Using 3D Stacking Technology To Enable A Compact Energy Efficient Chip Multiprocessor. T. Kgil, S. D’Souza, A. Saidi, N. Binkert, R. Dreslinski, S. Reinhardt, K. Flautner, T. Mudge. 12th Int’l Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS). October 2006.        Integrated Network Interfaces for High-Bandwidth TCP/IP. N. L. Binkert, A. G. Saidi, S. K. Reinhardt. 12th Int’l Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS). October 2006.        Communist, utilitarian, and capitalist cache policies on CMPs: caches as a shared resource. L. R. Hsu, S. K. Reinhardt, R. Iyer, S. Makineni. Proc. 15th Int’l Conf. on Parallel Architectures and Compilation Techniques (PACT), September 2006.        Impact of CMP Design on High-Performance Embedded Computing. P. Crowley, M. A. Franklin, J. Buhler, and R. D. Chamberlain. Proc. of 10th High Performance Embedded Computing Workshop. September 2006.        BASS: A Benchmark suite for evaluating Architectural Security Systems. J. Poe, T. Li. ACM SIGARCH Computer Architecture News. Vol. 34, No. 4, September 2006.        The M5 Simulator: Modeling Networked Systems. N. L. Binkert, R. G. Dreslinski, L. R. Hsu, K. T. Lim, A. G. Saidi, S. K. Reinhardt. IEEE Micro, vol. 26, no. 4, pp. 52-60, July/August, 2006.Link        Considering All Starting Points for Simultaneous Multithreading Simulation. M. Van Biesbrouck, L. Eeckhout, B. Calder. Proc. of the Int’l Symp. on Performance Analysis of Systems and Software (ISPASS). 2006.pdf        Dynamic Thread Assignment on Heterogeneous Multiprocessor Architectures. M. Becchi, P. Crowley. Proc. of the 3rd Conference on Computing Frontiers. pp29-40. May 2006. pdf        Integrated System Architectures for High-Performance Internet Servers. N. L. Binkert. Dissertation at the University of Michigan. February 2006.        Exploring Salvage Techniques for Multi-core Architectures. R. Joseph. 2nd Workshop on High Performance Computing Reliability Issues. February 2006. pdf        A Simple Integrated Network Interface for High-Bandwidth Servers. N. L. Binkert, A. G. Saidi, S. K. Reinhardt. University of Michigan Technical Report CSE-TR-514-06, January 2006. pdf  2005      Software Defined Radio - A High Performance Embedded Challenge. H. lee, Y. Lin, Y. Harel, M. Woh, S. Mahlke, T. Mudge, K. Flautner. Proc. 2005 Int’l Conf. on High Performance Embedded Architectures and Compilers (HiPEAC). November 2005. pdf        How to Fake 1000 Registers. D. W. Oehmke, N. L. Binkert, S. K. Reinhardt, and T. Mudge. Proc. 38th Ann. Int’l Symp. on Microarchitecture (MICRO), November 2005. pdf        Virtualizing Register Context. D. W. Oehmke. Dissertation at the University of Michigan, 2005. pdf    Performance Validation of Network-Intensive Workloads on a Full-System Simulator. A. G. Saidi, N. L. Binkert, L. R. Hsu, and S. K. Reinhardt. First Ann. Workshop on Iteraction between Operating System and Computer Architecture (IOSCA), October 2005. pdf          An extended version appears as University of Michigan Technical Report CSE-TR-511-05, July 2005. pdf            Performance Analysis of System Overheads in TCP/IP Workloads. N. L. Binkert, L. R. Hsu, A. G. Saidi, R. G. Dreslinski, A. L. Schultz, and S. K. Reinhardt. Proc. 14th Int’l Conf. on Parallel Architectures and Compilation Techniques (PACT), September 2005. pdf    Sampling and Stability in TCP/IP Workloads. L. R. Hsu, A. G. Saidi, N. L. Binkert, and S. K. Reinhardt. Proc. First Annual Workshop on Modeling, Benchmarking, and Simulation (MoBS), June          pdf            A Unified Compressed Memory Hierarchy. E. G. Hallnor and S. K. Reinhardt. Proc. 11th Int’l Symp. on High-Performance Computer Architecture (HPCA), February 2005. pdf    Analyzing NIC Overheads in Network-Intensive Workloads. N. L. Binkert, L. R. Hsu, A. G. Saidi, R. G. Dreslinski, A. L. Schultz, and S. K. Reinhardt. Eighth Workshop on Computer Architecture Evaluation using Commercial Workloads (CAECW), February 2005. pdf          An extended version appears as University of Michigan Technical Report CSE-TR-505-04, December 2004. pdf      2004      Emulation of realisitic network traffic patterns on an eight-node data vortex interconnection network subsytem. B. Small, A. Shacham, K. Bergman, K. Athikulwongse, C. Hawkins, and D.S. Will. Journal of Optical Networking Vol. 3, No.11, pp 802-809, November 2004. pdf        ChipLock: Support for Secure Microarchitectures. T. Kgil, L Falk, and T. Mudge. Proc. Workshop on Architectural Support for Security and Anti-virus (WASSA), October 2004, pp. 130-139. pdf        Design and Applications of a Virtual Context Architecture. D. Oehmke, N. Binkert, S. Reinhardt, and T. Mudge. University of Michigan Technical Report CSE-TR-497-04, September 2004. pdf        The Performance Potential of an Integrated Network Interface. N. L. Binkert, R. G. Dreslinski, E. G. Hallnor, L. R. Hsu, S. E. Raasch, A. L. Schultz, and S. K. Reinhardt. Proc. Advanced Networking and Communications Hardware Workshop (ANCHOR), June 2004. pdf        A Co-Phase Matrix to Guide Simultaneous Multithreading Simulation. M. Van Biesbrouck, T. Sherwood, and B. Calder. IEEE International Symposium on Performance Analysis and Software (ISPASS), March 2004. pdf        A Compressed Memory Hierarchy using an Indirect Index Cache. E. G. Hallnor and S. K. Reinhardt. Proc. 3rd Workshop on Memory Performance Issues (WMPI), June 2004. pdf          An extended version appears as University of Michigan Technical Report CSE-TR-488-04, March 2004. pdf      2003  The Impact of Resource Partitioning on SMT Processors. S. E. Raasch and S. K. Reinhardt. Proc. 12th Int’l Conf. on Parallel Architectures and Compilation Techniques (PACT), pp. 15-25, Sept.          pdf        Network-Oriented Full-System Simulation using M5. N. L. Binkert, E. G. Hallnor, and S. K. Reinhardt. Sixth Workshop on Computer Architecture Evaluation using Commercial Workloads (CAECW), February          pdf        Design, Implementation and Use of the MIRV Experimental Compiler for Computer Architecture Research. D. A. Greene. Dissertation at the Universtiy of Michigan, 2003. [http://www.eecs.umich.edu/~tnm/theses/daveg.pdg“&gt;pdf ]2002  A Scalable Instruction Queue Design Using Dependence Chains. S. E. Raasch, N. L. Binkert, and S. K. Reinhardt. Proc. 29th Annual Int’l Symp. on Computer Architecture (ISCA), pp. 318-329, May 2002. pdf ps ps.gzDerivative projectsBelow is a list of projects that are based on gem5, are extensions of gem5, or use gem5.MV5  MV5 is a reconfigurable simulator for heterogeneous multicore architectures. It is based on M5v2.0 beta 4.  Typical usage: simulating data-parallel applications on SIMT cores that operate over directory-based cache hierarchies. You can also add out-of-order cores to have a heterogeneous system, and all different types of cores can operate under the same address space through the same cache hierarchy.  Research projects based on MV5 have been published in ISCA’10, ICCD’09, and IPDPS’10.Features  Single-Instruction, Multiple-Threads (SIMT) cores  Directory-based Coherence Cache: MESI/MSI. (Not based on gems/ruby)  Interconnect: Fully connected and 2D Mesh. (Not based on gems/ruby)  Threading API/library in system emulation mode (No support for full-system simulation. A benchmark suite using the thread API is provided)Resources  Home Page: 1  Tutorial at ISPASS ‘11: 2  Google group: 3gem5-gpu  Merges 2 popular simulators: gem5 and gpgpu-sim  Simulates CPUs, GPUs, and the interactions between them  Models a flexible memory system with support for heterogeneous processors and coherence  Supports full-system simulation through GPU driver emulationResources  Home Page: 4  Overview slides: 5  Mailing list: 6",
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This may cause problems when serialising the index"),this.tokenizerFn=e,this},t.Index.prototype.add=function(e,n){var i={},r=new t.SortedSet,o=e[this._ref],n=void 0===n?!0:n;this._fields.forEach(function(t){var n=this.pipeline.run(this.tokenizerFn(e[t.name]));i[t.name]=n;for(var o=0;o<n.length;o++){var s=n[o];r.add(s),this.corpusTokens.add(s)}},this),this.documentStore.set(o,r);for(var s=0;s<r.length;s++){for(var a=r.elements[s],h=0,u=0;u<this._fields.length;u++){var l=this._fields[u],c=i[l.name],f=c.length;if(f){for(var d=0,p=0;f>p;p++)c[p]===a&&d++;h+=d/f*l.boost}}this.tokenStore.add(a,{ref:o,tf:h})}n&&this.eventEmitter.emit("add",e,this)},t.Index.prototype.remove=function(t,e){var n=t[this._ref],e=void 0===e?!0:e;if(this.documentStore.has(n)){var i=this.documentStore.get(n);this.documentStore.remove(n),i.forEach(function(t){this.tokenStore.remove(t,n)},this),e&&this.eventEmitter.emit("remove",t,this)}},t.Index.prototype.update=function(t,e){var e=void 0===e?!0:e;this.remove(t,!1),this.add(t,!1),e&&this.eventEmitter.emit("update",t,this)},t.Index.prototype.idf=function(t){var e="@"+t;if(Object.prototype.hasOwnProperty.call(this._idfCache,e))return this._idfCache[e];var n=this.tokenStore.count(t),i=1;return n>0&&(i=1+Math.log(this.documentStore.length/n)),this._idfCache[e]=i},t.Index.prototype.search=function(e){var n=this.pipeline.run(this.tokenizerFn(e)),i=new t.Vector,r=[],o=this._fields.reduce(function(t,e){return t+e.boost},0),s=n.some(function(t){return this.tokenStore.has(t)},this);if(!s)return[];n.forEach(function(e,n,s){var a=1/s.length*this._fields.length*o,h=this,u=this.tokenStore.expand(e).reduce(function(n,r){var o=h.corpusTokens.indexOf(r),s=h.idf(r),u=1,l=new t.SortedSet;if(r!==e){var c=Math.max(3,r.length-e.length);u=1/Math.log(c)}o>-1&&i.insert(o,a*s*u);for(var f=h.tokenStore.get(r),d=Object.keys(f),p=d.length,v=0;p>v;v++)l.add(f[d[v]].ref);return n.union(l)},new t.SortedSet);r.push(u)},this);var a=r.reduce(function(t,e){return t.intersect(e)});return a.map(function(t){return{ref:t,score:i.similarity(this.documentVector(t))}},this).sort(function(t,e){return e.score-t.score})},t.Index.prototype.documentVector=function(e){for(var n=this.documentStore.get(e),i=n.length,r=new t.Vector,o=0;i>o;o++){var s=n.elements[o],a=this.tokenStore.get(s)[e].tf,h=this.idf(s);r.insert(this.corpusTokens.indexOf(s),a*h)}return r},t.Index.prototype.toJSON=function(){return{version:t.version,fields:this._fields,ref:this._ref,tokenizer:this.tokenizerFn.label,documentStore:this.documentStore.toJSON(),tokenStore:this.tokenStore.toJSON(),corpusTokens:this.corpusTokens.toJSON(),pipeline:this.pipeline.toJSON()}},t.Index.prototype.use=function(t){var e=Array.prototype.slice.call(arguments,1);e.unshift(this),t.apply(this,e)},t.Store=function(){this.store={},this.length=0},t.Store.load=function(e){var n=new this;return n.length=e.length,n.store=Object.keys(e.store).reduce(function(n,i){return n[i]=t.SortedSet.load(e.store[i]),n},{}),n},t.Store.prototype.set=function(t,e){this.has(t)||this.length++,this.store[t]=e},t.Store.prototype.get=function(t){return this.store[t]},t.Store.prototype.has=function(t){return t in this.store},t.Store.prototype.remove=function(t){this.has(t)&&(delete this.store[t],this.length--)},t.Store.prototype.toJSON=function(){return{store:this.store,length:this.length}},t.stemmer=function(){var t={ational:"ate",tional:"tion",enci:"ence",anci:"ance",izer:"ize",bli:"ble",alli:"al",entli:"ent",eli:"e",ousli:"ous",ization:"ize",ation:"ate",ator:"ate",alism:"al",iveness:"ive",fulness:"ful",ousness:"ous",aliti:"al",iviti:"ive",biliti:"ble",logi:"log"},e={icate:"ic",ative:"",alize:"al",iciti:"ic",ical:"ic",ful:"",ness:""},n="[^aeiou]",i="[aeiouy]",r=n+"[^aeiouy]*",o=i+"[aeiou]*",s="^("+r+")?"+o+r,a="^("+r+")?"+o+r+"("+o+")?$",h="^("+r+")?"+o+r+o+r,u="^("+r+")?"+i,l=new RegExp(s),c=new RegExp(h),f=new RegExp(a),d=new RegExp(u),p=/^(.+?)(ss|i)es$/,v=/^(.+?)([^s])s$/,g=/^(.+?)eed$/,m=/^(.+?)(ed|ing)$/,y=/.$/,S=/(at|bl|iz)$/,w=new RegExp("([^aeiouylsz])\\1$"),k=new RegExp("^"+r+i+"[^aeiouwxy]$"),x=/^(.+?[^aeiou])y$/,b=/^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/,E=/^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/,F=/^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/,_=/^(.+?)(s|t)(ion)$/,z=/^(.+?)e$/,O=/ll$/,P=new RegExp("^"+r+i+"[^aeiouwxy]$"),T=function(n){var i,r,o,s,a,h,u;if(n.length<3)return n;if(o=n.substr(0,1),"y"==o&&(n=o.toUpperCase()+n.substr(1)),s=p,a=v,s.test(n)?n=n.replace(s,"$1$2"):a.test(n)&&(n=n.replace(a,"$1$2")),s=g,a=m,s.test(n)){var T=s.exec(n);s=l,s.test(T[1])&&(s=y,n=n.replace(s,""))}else if(a.test(n)){var T=a.exec(n);i=T[1],a=d,a.test(i)&&(n=i,a=S,h=w,u=k,a.test(n)?n+="e":h.test(n)?(s=y,n=n.replace(s,"")):u.test(n)&&(n+="e"))}if(s=x,s.test(n)){var T=s.exec(n);i=T[1],n=i+"i"}if(s=b,s.test(n)){var T=s.exec(n);i=T[1],r=T[2],s=l,s.test(i)&&(n=i+t[r])}if(s=E,s.test(n)){var T=s.exec(n);i=T[1],r=T[2],s=l,s.test(i)&&(n=i+e[r])}if(s=F,a=_,s.test(n)){var T=s.exec(n);i=T[1],s=c,s.test(i)&&(n=i)}else if(a.test(n)){var T=a.exec(n);i=T[1]+T[2],a=c,a.test(i)&&(n=i)}if(s=z,s.test(n)){var T=s.exec(n);i=T[1],s=c,a=f,h=P,(s.test(i)||a.test(i)&&!h.test(i))&&(n=i)}return s=O,a=c,s.test(n)&&a.test(n)&&(s=y,n=n.replace(s,"")),"y"==o&&(n=o.toLowerCase()+n.substr(1)),n};return T}(),t.Pipeline.registerFunction(t.stemmer,"stemmer"),t.generateStopWordFilter=function(t){var e=t.reduce(function(t,e){return t[e]=e,t},{});return function(t){return t&&e[t]!==t?t:void 0}},t.stopWordFilter=t.generateStopWordFilter(["a","able","about","across","after","all","almost","also","am","among","an","and","any","are","as","at","be","because","been","but","by","can","cannot","could","dear","did","do","does","either","else","ever","every","for","from","get","got","had","has","have","he","her","hers","him","his","how","however","i","if","in","into","is","it","its","just","least","let","like","likely","may","me","might","most","must","my","neither","no","nor","not","of","off","often","on","only","or","other","our","own","rather","said","say","says","she","should","since","so","some","than","that","the","their","them","then","there","these","they","this","tis","to","too","twas","us","wants","was","we","were","what","when","where","which","while","who","whom","why","will","with","would","yet","you","your"]),t.Pipeline.registerFunction(t.stopWordFilter,"stopWordFilter"),t.trimmer=function(t){return t.replace(/^\W+/,"").replace(/\W+$/,"")},t.Pipeline.registerFunction(t.trimmer,"trimmer"),t.TokenStore=function(){this.root={docs:{}},this.length=0},t.TokenStore.load=function(t){var e=new this;return e.root=t.root,e.length=t.length,e},t.TokenStore.prototype.add=function(t,e,n){var n=n||this.root,i=t.charAt(0),r=t.slice(1);return i in n||(n[i]={docs:{}}),0===r.length?(n[i].docs[e.ref]=e,void(this.length+=1)):this.add(r,e,n[i])},t.TokenStore.prototype.has=function(t){if(!t)return!1;for(var e=this.root,n=0;n<t.length;n++){if(!e[t.charAt(n)])return!1;e=e[t.charAt(n)]}return!0},t.TokenStore.prototype.getNode=function(t){if(!t)return{};for(var e=this.root,n=0;n<t.length;n++){if(!e[t.charAt(n)])return{};e=e[t.charAt(n)]}return e},t.TokenStore.prototype.get=function(t,e){return this.getNode(t,e).docs||{}},t.TokenStore.prototype.count=function(t,e){return Object.keys(this.get(t,e)).length},t.TokenStore.prototype.remove=function(t,e){if(t){for(var n=this.root,i=0;i<t.length;i++){if(!(t.charAt(i)in n))return;n=n[t.charAt(i)]}delete n.docs[e]}},t.TokenStore.prototype.expand=function(t,e){var n=this.getNode(t),i=n.docs||{},e=e||[];return Object.keys(i).length&&e.push(t),Object.keys(n).forEach(function(n){"docs"!==n&&e.concat(this.expand(t+n,e))},this),e},t.TokenStore.prototype.toJSON=function(){return{root:this.root,length:this.length}},function(t,e){"function"==typeof define&&define.amd?define(e):"object"==typeof exports?module.exports=e():t.lunr=e()}(this,function(){return t})}();
diff --git a/assets/js/search.js b/assets/js/search.js
new file mode 100644
index 0000000..645968f
--- /dev/null
+++ b/assets/js/search.js
@@ -0,0 +1,59 @@
+(function() {
+  function displaySearchResults(searchTerm, results, store) {
+    var searchResults = document.getElementById('search-results');
+
+    if (results.length) { // Are there any results?
+      var appendString = '';
+
+      for (var i = 0; i < results.length; i++) {  // Iterate over the results
+        var item = store[results[i].ref];
+        var n = item.content.indexOf(searchTerm);
+        appendString += '<li><a href="' + item.url + '"><h3>' + item.title + '</h3></a>';
+        appendString += '<p>' + item.content.substring(n, n+250) + '...</p></li>';
+        appendString += '<br><hr><br>';
+      }
+
+      searchResults.innerHTML = appendString;
+    } else {
+      searchResults.innerHTML = '<li>No results found</li>';
+    }
+  }
+
+  function getQueryVariable(variable) {
+    var query = window.location.search.substring(1);
+    var vars = query.split('&');
+
+    for (var i = 0; i < vars.length; i++) {
+      var pair = vars[i].split('=');
+
+      if (pair[0] === variable) {
+        return decodeURIComponent(pair[1].replace(/\+/g, '%20'));
+      }
+    }
+  }
+
+  var searchTerm = getQueryVariable('query');
+
+  if (searchTerm) {
+    document.getElementById('search-box').setAttribute("value", searchTerm);
+
+    // Initalize lunr with the fields it will be searching on. I've given title
+    // a boost of 10 to indicate matches on this field are more important.
+    var idx = lunr(function () {
+      this.field('id');
+      this.field('title', { boost: 10 });
+      this.field('content');
+    });
+
+    for (var key in window.store) { // Add the data to lunr
+      idx.add({
+        'id': key,
+        'title': window.store[key].title,
+        'content': window.store[key].content
+      });
+
+      var results = idx.search(searchTerm); // Get lunr to perform a search
+      displaySearchResults(searchTerm, results, window.store); // We'll write this in the next section
+    }
+  }
+})();