Search Results - "Zahedi, Seyed Majid"
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Amdahl's Law in the Datacenter Era: A Market for Fair Processor Allocation
Published in 2018 IEEE International Symposium on High Performance Computer Architecture (HPCA) (01-02-2018)“…We present a processor allocation framework that uses Amdahl's Law to model parallel performance and a market mechanism to allocate cores. First, we propose…”
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Conference Proceeding -
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Sharing Incentives and Fair Division for Multiprocessors
Published in IEEE MICRO (01-05-2015)“…The trend in datacenter computing is toward large, shared hardware platforms, which poses two challenges to architects: sharing fairly and sharing multiple…”
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Journal Article -
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Cooper: Task Colocation with Cooperative Games
Published in 2017 IEEE International Symposium on High Performance Computer Architecture (HPCA) (01-02-2017)“…Task colocation improves datacenter utilization but introduces resource contention for shared hardware. In this setting, a particular challenge is balancing…”
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Conference Proceeding -
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Beyond Theorems: A Counterexample to Potential Markov Game Criteria
Published 13-05-2024“…There are only limited classes of multi-player stochastic games in which independent learning is guaranteed to converge to a Nash equilibrium. Markov potential…”
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Journal Article -
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Asymptotically Fair and Truthful Allocation of Public Goods
Published 24-04-2024“…We study the fair and truthful allocation of m divisible public items among n agents, each with distinct preferences for the items. To aggregate agents'…”
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Journal Article -
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Managing Shared Resources in the Data Center Era
Published 01-01-2018“…To improve efficiency and amortize cost over more computation, resource sharing has become vital in high performance computing systems. In such systems, the…”
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Dissertation -
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IRS: An Incentive-compatible Reward Scheme for Algorand
Published 22-02-2023“…Founded in 2017, Algorand is one of the world's first carbon-negative, public blockchains inspired by proof of stake. Algorand uses a Byzantine agreement…”
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Journal Article -
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A win for game theory in the data center
Published in IEEE spectrum (01-04-2020)“…WHEN YOU HEAR THE WORDS "data center" and "games," you probably think of massive multiplayer online games like World of Warcraft. But there's another kind of…”
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Magazine Article