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<div id="imail_extraContent">Hi
<br>
<br>I have a kind of activity at noon (Tuesday’s talk across table, 12:00-1:00 P.M.) so I would say it would be better if we make it as early as 11:00 or later on to 1:15 P.M. Or we could do it after class.
<br>
<br>Thanks a lot
<br>
<br>Sincerely 
<br>Xianbin</div>
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<div class="J-reply" style="background-color:#f2f2f2;color:black;padding-top:6px;padding-bottom:6px;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;margin-top:45px;margin-bottom:20px;"><div style="font-size:14px;line-height:1.5;word-break:break-all;margin-left:10px;margin-right:10px">On <span class="mail-date">07/08/2019 10:45</span>, <a class="mail-to" style="text-decoration:none;color:#2a97ff;" href="mailto:margaret@cs.uchicago.edu">Margaret Jaffey</a> wrote: </div></div><blockquote id="ntes-iosmail-quote" style="margin:0">This is a reminder about Hai Nguyen's MS Presentation tomorrow.
<br>
<br>------------------------------------------------------------------------------
<br>Date:  Tuesday, July 9, 2019
<br>
<br>Time:  1:30 PM
<br>
<br>Place:  John Crerar Library 298
<br>
<br>M.S. Candidate:  Hai Nguyen
<br>
<br>M.S. Paper Title: Cloud Resource Management for Bursty, Real-time
<br>Workloads
<br>
<br>Abstract:
<br>Today's cloud resource offerings provide no guarantees for resource
<br>allocation, so bursty, real time applications must reserve, and pay
<br>for resources they do not use - to achieve real-time guarantees. We
<br>propose Real-time Serverless, a new type of cloud resource with a new
<br>service-level objective -- guaranteed allocation rate. This guarantee
<br>enables timely resource allocation, enabling applications to achieve
<br>real-time performance efficiently with good resource utilization and
<br>cost. With a simple burst model, we study real-time serverless
<br>analytically, exploring its effect on application quality, guarantees,
<br>and cost. Next, we use simulation to explore a statistical variety of
<br>bursts and higher loads (multi-application), to study the benefits of
<br>Real-time Serverless for applications.
<br>
<br>In both analytic and simulation studies, the availability of real-time
<br>serverless service enables bursty, real-time applications to achieve
<br>guaranteed high quality cost-effectively. Specifically, for a desired
<br>application quality, the required allocation rate can be determined.
<br>Real-time serverless also enables applications to match resources to
<br>demands and thereby minimize the cost. For example, for duty factors
<br>from 0.025 to 0.25, the value per unit resource of Real-time
<br>Serverless instances to a bursty application can be 4x higher than
<br>traditional. Further results show the robustness of real-time
<br>serverless with bursty, real-time applications over a wide range of
<br>properties. Multiple applications can share a real-time serverless
<br>pool efficiently, supporting duty factor increases of 25x with only a
<br>1.6x increase in allocation rate (provider resource cost), revealing
<br>high resource management flexibility and economic potential to cloud
<br>providers.
<br>
<br>We present a case study of a video-based traffic monitoring
<br>application. Despite more complex burst statistics, our results show
<br>major benefits for application quality and cost. For this application,
<br>real-time serverless instances are worth nearly 16x per unit resource,
<br>when compared to virtual machine resources. Finally, we introduce a
<br>simple implementation of real time serverless to demonstrate its
<br>feasibility and capability to support bursty, real-time workloads
<br>efficiently.
<br>
<br>Hai's advisor is Prof. Andrew Chien
<br>
<br>Login to the Computer Science Department website for details:
<br> https://newtraell.cs.uchicago.edu/phd/ms_announcements#ndhai
<br>
<br>=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
<br>Margaret P. Jaffey            margaret at cs.uchicago.edu
<br>Department of Computer Science
<br>Student Support Rep (Ry 156)               (773) 702-6011
<br>The University of Chicago      http://www.cs.uchicago.edu
<br>=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
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