SMC Chapter Seminar

#Cloud #computing; #Intelligent #scheduling
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Intelligent Optimization Methods for Scheduling Tasks of Green Cloud Data Centers

Dr.  Haitao Yuan

Beijing Jiaotong University

 

Time: 10:00 am -11:00 pm, October 1, 2019

Room: ECEC 202

Abstract

The infrastructure resources in distributed green cloud data centers (CDCs) are shared by multiple heterogeneous applications to provide flexible services to global users in a high-performance and cost-effective way. Intelligent optimization is critically important to construct and operate energy-efficient and green CDCs. The greenness, energy efficiency, profit and delay-bound assurance are difficult to be jointly considered. This talk addresses the challenging problem of intelligent task optimization: how to run green and profit-sensitive CDCs. We propose a class of task scheduling algorithms built on top of several hybrid meta-heuristic algorithms. Compared to typical optimization algorithms, the algorithms are proven to be more effective in scheduling the tasks of heterogeneous applications, and improve performance and cost-effectiveness on real-life benchmarks.

 

Bio: Haitao Yuan (S’15–M’17) received the B.S. and M.S. degrees in software engineering from Northeastern University, Shenyang, China, in 2010 and 2012, respectively, and the Ph.D. degree in control science and engineering from Beihang University, Beijing, China, in 2016. In 2015, he was a visiting doctoral student with the New Jersey Institute of Technology (NJIT), Newark, NJ, USA. He is currently an Assistant Professor with the School of Software Engineering, Beijing Jiaotong University, Beijing. He is currently also a visiting research scholar with the Department of Electrical and Computer Engineering, NJIT, under the financial support from China Scholarship Council. His research interests include cloud computing, data center, software-defined networking, optimization algorithms, and big data. Dr. Yuan was the recipient of the 2011 Google Excellence Scholarship.


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  • 323 Dr Martin Luther King Jr Blvd.
  • Newark
  • Newark, New Jersey
  • United States 07102-1982
  • Contact Event Host
  • Starts 28 September 2019 12:28 AM UTC
  • Ends 01 October 2019 12:28 PM UTC
  • No Admission Charge

  Speakers

Dr. Haitao Yuan




Agenda

10-11am Seminar