<?xml version="1.0"?>
<oembed><version>1.0</version><provider_name>Jason Liu</provider_name><provider_url>https://people.cis.fiu.edu/liux</provider_url><author_name>liux</author_name><author_url>https://people.cis.fiu.edu/liux/author/liux/</author_url><title>HotStorage'18 Paper: ML-based Cache Replacement - Jason Liu</title><type>rich</type><width>600</width><height>338</height><html>&lt;blockquote class="wp-embedded-content" data-secret="m4iwlFSXK8"&gt;&lt;a href="https://people.cis.fiu.edu/liux/hotstorage18-paper-ml-based-cache-replacement/"&gt;HotStorage&#x2019;18 Paper: ML-based Cache Replacement&lt;/a&gt;&lt;/blockquote&gt;&lt;iframe sandbox="allow-scripts" security="restricted" src="https://people.cis.fiu.edu/liux/hotstorage18-paper-ml-based-cache-replacement/embed/#?secret=m4iwlFSXK8" width="600" height="338" title="&#x201C;HotStorage&#x2019;18 Paper: ML-based Cache Replacement&#x201D; &#x2014; Jason Liu" data-secret="m4iwlFSXK8" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" class="wp-embedded-content"&gt;&lt;/iframe&gt;&lt;script&gt;
/*! This file is auto-generated */
!function(d,l){"use strict";l.querySelector&amp;&amp;d.addEventListener&amp;&amp;"undefined"!=typeof URL&amp;&amp;(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&amp;&amp;!/[^a-zA-Z0-9]/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret="'+t.secret+'"]'),o=l.querySelectorAll('blockquote[data-secret="'+t.secret+'"]'),c=new RegExp("^https?:$","i"),i=0;i&lt;o.length;i++)o[i].style.display="none";for(i=0;i&lt;a.length;i++)s=a[i],e.source===s.contentWindow&amp;&amp;(s.removeAttribute("style"),"height"===t.message?(1e3&lt;(r=parseInt(t.value,10))?r=1e3:~~r&lt;200&amp;&amp;(r=200),s.height=r):"link"===t.message&amp;&amp;(r=new URL(s.getAttribute("src")),n=new URL(t.value),c.test(n.protocol))&amp;&amp;n.host===r.host&amp;&amp;l.activeElement===s&amp;&amp;(d.top.location.href=t.value))}},d.addEventListener("message",d.wp.receiveEmbedMessage,!1),l.addEventListener("DOMContentLoaded",function(){for(var e,t,s=l.querySelectorAll("iframe.wp-embedded-content"),r=0;r&lt;s.length;r++)(t=(e=s[r]).getAttribute("data-secret"))||(t=Math.random().toString(36).substring(2,12),e.src+="#?secret="+t,e.setAttribute("data-secret",t)),e.contentWindow.postMessage({message:"ready",secret:t},"*")},!1)))}(window,document);
&lt;/script&gt;
</html><description>Driving Cache Replacement with ML-based LeCaR, Giuseppe Vietri, Liana V. Rodriguez, Wendy A. Martinez, Steven Lyons, Jason Liu, Raju Rangaswami, Giri Narasimhan, and Ming Zhao. In Proceedings of the 10th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage&#x2019;18), July 2018. [to appear] Abstract Can machine learning (ML) be used to improve on &hellip; Continue reading ""</description></oembed>
