Workload Modeling for Computer Systems Performance Evaluation pdf epub mobi txt 電子書下載2025

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出版者:Cambridge University Press

作者:Dror G. Feitelson

出品人:

頁數:564

译者:

出版時間:2015-3-23

價格:0

裝幀:Hardcover

isbn號碼:9781107078239

叢書系列:

圖書標籤:

並行
計算機
係統分布並行並發
架構
性能
計算機科學
優化
性能評估
工作負載建模
計算機係統
性能分析
排隊論
模擬
建模
性能預測
係統性能
計算機體係結構

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具體描述

This book closes the gap between experts and practitioners by emphasizing the intuition and the reasoning behind the definitions and derivations related to the evaluation of computer systems performance. Through numerous examples from real production systems, with hundreds of graphs, readers will learn how to analyze collected workload data, derive statistical models that include skewed marginal distributions and correlations, and consider the need for generative models and feedback from the system.

著者簡介

Dror G. Feitelson is a Professor of Computer Science at the Hebrew University of Jerusalem. He is a founding co-organizer of a series of international workshops on job-scheduling strategies for parallel processing and of the ACM Experimental Computer Science Workshop. He maintains the Parallel Workloads Archive, a widely used community resource with logs of activity on parallel supercomputers.