The Role of Analytical Models in the Engineering and Science of Computer Systems
Author: 
Y.C. TayAuthors Info & Claims
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Abstract
2021 is the 50th anniversary of SIGMETRICS, the ACM Special Interest Group on Performance Evaluation. For this occasion, I wrote a review1 of the role played by analytical modeling - a major topic in SIGMETRICS – in the engineering and science of computer systems. This talk is a summary of that review.
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- The Role of Analytical Models in the Engineering and Science of Computer Systems
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ICPE '19: Companion of the 2019 ACM/SPEC International Conference on Performance EngineeringThis talk summarizes some lessons from teaching a course in analytical performance modeling, specifically: (1) what can an analytical model offer? (2) how a model can be decomposed into submodels,so as to decouple different forces affecting performance, ...
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Information
Published In
April 2021
198 pages
ISBN:9781450383318
DOI:10.1145/3447545
- General Chairs:
- Johann Bourcier,
- Zhen Ming (Jack) Jiang,
- Program Chairs:
- Cor-Paul Bezemer,
- Vittorio Cortellessa
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Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.
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Association for Computing Machinery
New York, NY, United States
Publication History
Published: 19 April 2021
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- Invited-talk
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ICPE '21
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ICPE '21: ACM/SPEC International Conference on Performance Engineering
April 19 - 23, 2021
Virtual Event, France
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Overall Acceptance Rate 252 of 851 submissions, 30%
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