1.0Microsoft Researchhttps://www.microsoft.com/en-us/researchIshai Menachehttps://www.microsoft.com/en-us/research/people/ishai/rich600338<blockquote class="wp-embedded-content" data-secret="0KVkJfGrip"><a href="https://www.microsoft.com/en-us/research/project/cloud-efficiency-optimization-cleo/">Cloud Efficiency Optimization (CLEO)</a></blockquote><iframe sandbox="allow-scripts" security="restricted" src="https://www.microsoft.com/en-us/research/project/cloud-efficiency-optimization-cleo/embed/#?secret=0KVkJfGrip" width="600" height="338" title="“Cloud Efficiency Optimization (CLEO)” — Microsoft Research" data-secret="0KVkJfGrip" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" class="wp-embedded-content"></iframe><script type="text/javascript"> /* <![CDATA[ */ /*! This file is auto-generated */ !function(d,l){"use strict";l.querySelector&&d.addEventListener&&"undefined"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!/[^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<o.length;i++)o[i].style.display="none";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute("style"),"height"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):"link"===t.message&&(r=new URL(s.getAttribute("src")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(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<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); //# sourceURL=https://www.microsoft.com/en-us/research/wp-includes/js/wp-embed.min.js /* ]]> */ </script> https://www.microsoft.com/en-us/research/wp-content/uploads/2018/08/01_MSR_SIGCOMM_Data_Network_1400x788.png1400788Improving resource utilization and sustainability The goal of this project is to infuse optimization solutions across Microsoft’s Cloud, targeting improvements in resource utilization (space, power, compute) and sustainability. We are interested in both fundamental and practical aspects of the problem. We designed novel algorithms with provable guarantees to find the optimal placement of servers in […]