Workload Characterization for Computer System Design

Workload Characterization for Computer System Design PDF Author: Lizy Kurian John
Publisher: Springer Science & Business Media
ISBN: 1461543878
Category : Computers
Languages : en
Pages : 220

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Book Description
The advent of the world-wide web and web-based applications have dramatically changed the nature of computer applications. Computer system design, in the light of these changes, involves understanding these modem workloads, identifying bottlenecks during their execution, and appropriately tailoring microprocessors, memory systems, and the overall system to minimize bottlenecks. This book contains ten chapters dealing with several contemporary programming paradigms including Java, web server and database workloads. The first two chapters concentrate on Java. While Barisone et al.'s characterization in Chapter 1 deals with instruction set usage of Java applications, Kim et al.'s analysis in Chapter 2 focuses on memory referencing behavior of Java workloads. Several applications including the SPECjvm98 suite are studied using interpreter and Just-In-Time (TIT) compilers. Barisone et al.'s work includes an analytical model to compute the utilization of various functional units. Kim et al. present information on locality, live-range of objects, object lifetime distribution, etc. Studying database workloads has been a challenge to research groups, due to the difficulty in accessing standard benchmarks. Configuring hardware and software for database benchmarks such as those from the Transactions Processing Council (TPC) requires extensive effort. In Chapter 3, Keeton and Patterson present a simplified workload (microbenchmark) that approximates the characteristics of complex standardized benchmarks.

Workload Characterization for Computer System Design

Workload Characterization for Computer System Design PDF Author: Lizy Kurian John
Publisher: Springer Science & Business Media
ISBN: 1461543878
Category : Computers
Languages : en
Pages : 220

Get Book

Book Description
The advent of the world-wide web and web-based applications have dramatically changed the nature of computer applications. Computer system design, in the light of these changes, involves understanding these modem workloads, identifying bottlenecks during their execution, and appropriately tailoring microprocessors, memory systems, and the overall system to minimize bottlenecks. This book contains ten chapters dealing with several contemporary programming paradigms including Java, web server and database workloads. The first two chapters concentrate on Java. While Barisone et al.'s characterization in Chapter 1 deals with instruction set usage of Java applications, Kim et al.'s analysis in Chapter 2 focuses on memory referencing behavior of Java workloads. Several applications including the SPECjvm98 suite are studied using interpreter and Just-In-Time (TIT) compilers. Barisone et al.'s work includes an analytical model to compute the utilization of various functional units. Kim et al. present information on locality, live-range of objects, object lifetime distribution, etc. Studying database workloads has been a challenge to research groups, due to the difficulty in accessing standard benchmarks. Configuring hardware and software for database benchmarks such as those from the Transactions Processing Council (TPC) requires extensive effort. In Chapter 3, Keeton and Patterson present a simplified workload (microbenchmark) that approximates the characteristics of complex standardized benchmarks.

Workload Characterization of Computer Systems and Computer Networks

Workload Characterization of Computer Systems and Computer Networks PDF Author: Giuseppe Serazzi
Publisher: North Holland
ISBN:
Category : Computer networks
Languages : en
Pages : 196

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Book Description
It is generally recognized that the characteristics of workload processing requests are among those parameters that critically affect the behaviour of a computer system. Therefore, the quantitative description of the processing requests, i.e. the workload characterization, is of fundamental importance in all performance evaluation problems, and is indispensable in the design of useful workload models. Now, for the first time, all problems related to workload characterization and modeling have been gathered together and analyzed in one volume. This book presents both the basic principles and the state-of-the-art in workload characterization of computer systems and computer networks, with special emphasis on experimental aspects. The methodologies and techniques currently used to characterize workloads for performance evaluation studies (tuning, design, selection, and capacity planning) are all adequately described. Invited Lectures: Workload Characterization in Distributed Environments (A.K. Agrawala and A.K. Thareja). Characterizing the Time Varying Nature of TSO Workloads (H.P. Artis). Workload Characterization Using SAS PROC FASTCLUS (H.P. Artis).

Workload Characterization of Emerging Computer Applications

Workload Characterization of Emerging Computer Applications PDF Author: Lizy Kurian John
Publisher: Springer Science & Business Media
ISBN: 1461516137
Category : Computers
Languages : en
Pages : 236

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Book Description
The formal study of program behavior has become an essential ingredient in guiding the design of new computer architectures. Accurate characterization of applications leads to efficient design of high performing architectures. Quantitative and analytical characterization of workloads is important to understand and exploit the interesting features of workloads. This book includes ten chapters on various aspects of workload characterizati on. File caching characteristics of the industry-standard web-serving benchmark SPECweb99 are presented by Keller et al. in Chapter 1, while value locality of SPECJVM98 benchmarks are characterized by Rychlik et al. in Chapter 2. SPECJVM98 benchmarks are visited again in Chapter 3, where Tao et al. study the operating system activity in Java programs. In Chapter 4, KleinOsowski et al. describe how the SPEC2000 CPU benchmark suite may be adapted for computer architecture research and present the small, representative input data sets they created to reduce simulation time without compromising on accuracy. Their research has been recognized by the Standard Performance Evaluation Corporation (SPEC) and is listed on the official SPEC website, http://www. spec. org/osg/cpu2000/research/umnl. The main contribution of Chapter 5 is the proposal of a new measure called locality surface to characterize locality of reference in programs. Sorenson et al. describe how a three-dimensional surface can be used to represent both of programs. In Chapter 6, Thornock et al.

Workload Modeling for Computer Systems Performance Evaluation

Workload Modeling for Computer Systems Performance Evaluation PDF Author: Dror G. Feitelson
Publisher: Cambridge University Press
ISBN: 1107078237
Category : Computers
Languages : en
Pages : 569

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Book Description
A book for experts and practitioners, emphasizing the intuition and reasoning behind definitions and derivations related to evaluating computer systems performance.

Publications of the National Bureau of Standards 1977 Catalog

Publications of the National Bureau of Standards 1977 Catalog PDF Author: United States. National Bureau of Standards
Publisher:
ISBN:
Category : Government publications
Languages : en
Pages : 612

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Book Description


Formal Methods and Stochastic Models for Performance Evaluation

Formal Methods and Stochastic Models for Performance Evaluation PDF Author: András Horváth
Publisher: Springer
ISBN: 3540353658
Category : Computers
Languages : en
Pages : 239

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Book Description
This book constitutes the refereed proceedings of the Third European Performance Engineering Workshop, EPEW 2006, held in Budapest, Hungary in June 2006. The 16 revised full papers presented were carefully reviewed and selected from 40 submissions. The papers are organized in topical sections on stochastic process algebra, workloads and benchmarks, theory of stochastic processes, formal dependability and performance evaluation, as well as queues, theory and practice.

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 1460

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Book Description
Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.

Workload Characterization

Workload Characterization PDF Author: Lizy Kurian John
Publisher: IEEE
ISBN: 9780769504506
Category : Computers
Languages : en
Pages : 153

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Book Description
The proceedings of this conference on workload characterization discuss: characterization of Java and graphics workloads; characterization of data-mining and Web server workloads; I/O and memory characterization; and scientific, engineering and desktop workloads.

Performance Evaluation: Metrics, Models and Benchmarks

Performance Evaluation: Metrics, Models and Benchmarks PDF Author: Samuel Kounev
Publisher: Springer Science & Business Media
ISBN: 3540698132
Category : Computers
Languages : en
Pages : 331

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Book Description
This book constitutes the thoroughly refereed proceedings of the SPEC International Performance Evaluation Workshop, SIPEW 2008, held in Darmstadt, Germany, in June 2008 . The 17 revised full papers presented were carefully selected out of 39 submissions for inclusion in the book. The papers are organized in topical sections on models for software performance engineering; benchmarks and workload characterization; Web services and service-oriented architectures; power and performance; and profiling, monitoring and optimization.

Proceedings of the 2017 IEEE International Symposium on Workload Characterization

Proceedings of the 2017 IEEE International Symposium on Workload Characterization PDF Author:
Publisher:
ISBN: 9781538612330
Category :
Languages : en
Pages :

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Book Description