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2018 Fiscal Year Final Research Report

Anatomy of benchmarks

Research Project

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Project/Area Number 16K12406
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Computer system
Research InstitutionTokyo Institute of Technology

Principal Investigator

Shudo Kazuyuki  東京工業大学, 情報理工学院, 准教授 (90308271)

Project Period (FY) 2016-04-01 – 2019-03-31
Keywordsベンチマーク / 回帰分析
Outline of Final Research Achievements

Benchmarking is an indispensable method to evaluate how much computer systems are suitable to our purpose by measuring and comparing them. We proposed a statistical technique to reveal relationships between application benchmarks and performance of system components. Storage systems were also our targets in addition to CPUs, that was planned at the beginning. Our technique enabled us to investigate which basic operations, such as add and memory access, contribute to the benchmarking results and how much they contribute. It is also enabled to estimate how a storage system performs well with emerging storage devices such as Storage Class Memories.

Free Research Field

計算機性能評価

Academic Significance and Societal Importance of the Research Achievements

アプリケーションやアプリケーションを模したベンチマークの性能評価結果が一体何を表しているのかを調べられるようになった。また、ベンチマークスコアを吊り上げるチートと呼ばれる不正行為を検出できる可能性がある。

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Published: 2020-03-30  

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