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    Game theory based load balancing in distributed systems with applications
    瀏覽次數:日期:2020-12-09編輯:信科院 科研辦

    報告人:  Anthony T. Chronopoulos,教授,美國德克薩斯大學圣安東尼奧分校。

    報告時間:202012月9日 (星期三) 下午4:00 - 6:00

    報告地點:Zoom在線會議

    https://us02web.zoom.us/j/2810019605?pwd=S09LNnl5dHdXajZBbEJJOVd4TVlmUT09

    Meeting ID: 281 001 9605

    Passcode: HNU2020

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    報告摘要:The Distributed Systems (DS) resources allocation  problem can be modeled using Game Theory (GT), where users (represented by agents) compete for resources. Individual users’ optimization schemes had been proposed in the past to model this problem  (by H. Kameda et al).   However, our group were the first to propose a GT model (with a finite number of players) for this problem inspired by   S. Nash’s GT in economics . We proposed original algorithms to compute the solution (proved to a Nash equilibrium), which are distributed and scalable. The new algorithms improve the system's utilization  and guarantee Quality of Service guarantees (QoS) (‘fair allocation’) in terms of delivered performance to the users.

    For DS in which all the jobs belong to a single user (single-class), we used a cooperative game to model the load balancing problem which takes the average system information into account (static load balancing). The solution is based on the Nash Bargaining Solution which provides a Pareto optimal solution for the distributed system and is also a fair solution. Applications of the proposed GT algorithms have been extended  and applied to Cloud and Grid Computing.

     

    報告人簡介:Dr. Anthony Theodore Chronopoulos obtained a Ph.D. in Computer Science from the University of Illinois at Urbana-Champaign in 1987. He is a full  professor at the Department of Computer Science, University of Texas, San Antonio, USA and a visiting professor, Department of Computer Engineering & Informatics, University of Patras, Greece. He is the author of 95 journal and 73 peer-reviewed conference proceedings publications in the areas of Parallel and Distributed Computing, Grid and Cloud Computing, Machine Learning, Numerical and Scientific Computing, Computer Networks and Wireless Communications, Applications to Science and Engineering. He is a Fellow of the Institution of Engineering and Technology (FIET), ACM Senior member, IEEE Senior member.

     

    邀請人:李肯立

     

    聯系人:陳建國  

     

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