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Capacity Planning for Web Performance : Metrics, Models, and Methods by Daniel A. Menasce — book cover

Capacity Planning for Web Performance : Metrics, Models, and Methods

by Daniel A. Menasce
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Overview

As more and more businesses rely on distributed client/server and Web-based applications, performance considerations become extremely important. Capacity Planning for Web Performance uses quantitative methods to analyze these systems. It leads the capacity planner, in a step-by-step fashion, through the process of determining the most cost-effective system configurations and networking architectures. The quantitative methods lead to the development of performance-predictive models for capacity planning. Instead of relying on intuition, ad hoc procedures, and rules of thumb, Capacity Planning for Web Performance provides a uniform and sound way for dealing with performance problems. A large number of numeric and practical examples help the reader understand the quantitative approach adopted here.

Includes a CD-ROM containing several Microsoft Excel(r) workbooks supported by Visual Basic(r) modules, samples of http logs, and programs to process them. The Excel workbooks allow the readers to immediately put into practice the methods and models discussed here.

Includes the following tools for analyzing client/server systems, intranets, and Internet Web sites:

  • Performance-oriented analysis of network protocols
  • Modeling of delays
  • Workload characterization and forecasting
  • Use of industry-standard benchmarks
  • Queuing network-based models


This graduate text and advanced guide for network planners and IT managers provides metrics, models and methods for determining configuration, load and capacity requirements of corporate client/server based Internet or intranet sites. Authors Daniel Menasce and Virgilio Almeida remove the need for ad hoc assumptions, gut feelings or wild guesses as they analyze and quantify performance issues, characterize workloads and use industry standard benchmarks. They empirically verify models and remove performance constraints. Menasce is associated with George Mason University, and Almeida is associated with the Federal University of Minas Gerais, Brazil.

About the Author, Daniel A. Menasce


Dr. Daniel A. Menascé is a Professor of Computer Science and a co-Director of the Center for the New Engineer at George Mason University. He received a Ph.D. degree in Computer Science from UCLA (1978), an M.Sc. in Computer Science, and a BSEE both from the Pontifical Catholic University in Rio de Janeiro (PUC-RIO), Brazil (1974 and 1975, respectively).

He has held visiting faculty positions at UMIACS, University of Maryland, College Park (91-92) and at the University of Rome, Italy (83). He was a full-time faculty of the Department of Computer Science at PUC-RIO, Brazil for 14 years, where he was also chair of CS (81-83).

Menascé published over 90 technical papers and was the chief author of four books, including Capacity Planning and Performance Modeling: from mainframes to client-server systems, Prentice-Hall, 1994.

He served as the President of the Brazilian Computing Society (87-89). He is the tutorial chair for the ACM Sigmetrics 1998 conference. Dr. Menascé has been a staff consultant at SAIC since 1994. He has also consulted for Hughes Applied Information Systems, the Center for Excellence in Space Data Information Systems, and the US Army. He was one of the two founders and CEO, from 1982 until 1991, of a software company that specialized in the development of large software projects. Menascé was elected an ACM Fellow in 1997 "in recognition of outstanding technical and professional achievements in the field of information technology."

Research Interests:

  • Performance Evaluation
  • Distributed Systems
  • Parallel Computing
  • Mass Storage Systems
  • Web-based Education
TeachingInterests:
  • Operating Systems
  • Performance Evaluation
  • Parallel Computing
Virgilio Augusto F. Almeida is a Professor of Computer Science at Universidade Federal de Minas Gerais (UFMG), Brazil. He obtained his B.S. degree in Electrical Engineering from UFMG in 1973. He then worked two years as a systems analyst at PETROBRAS (Brazilian Oil Company) and 8 years as systems engineer at CEMIG (Companhia Energetica de Minas Gerais). He then went to PUC University at Rio de Janeiro, where he obtained his M.Sc. degree in Computer Science in 1979. He returned to CEMIG, as a Planning Manager at the Information Systems Department. In 1987, he got his Ph.D. in Computer Science from Vanderbilt University .

Since 1988, he has been a faculty member at UFMG in the Computer Science Department . He is currently on his sabbatical year at the University of Boston, USA.

Virgilio published many technical papers and is co-author of three books. His most recent book entitled Capacity Planning and Performance Modeling , was co-authored with Daniel Menasce and Larry Dowdy and published by Prentice Hall in 1994.

Research Interests:

  • Performance Evaluation
  • Distributed Systems
  • Parallel computing
  • Teaching Interests:
  • Operating Systems
  • Performance Evaluation
Research Activities
I am currently involved with the OCEANS Research Group at Boston University. The following are active topics of research I am interested in:
  • Performance analysis of caching systems for large-scale distributed systems
  • Workload characterization for WWW servers and clients
  • Performance analysis and modeling of NT operating system
  • Effects of self-similar distibutions on queuing systems

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Editorials

Booknews

Shows how to use quantitative methods to analyze the performance of distributed client/server and Web-based applications in business contexts. Proceeds step-by-step through the process of determining the most-effective system configurations and networking architectures, as an alternative to intuition, ad hoc procedures, and rules of thumb. The CD-ROM runs in Windows 95 or NT or on a Macintosh; it contains several Excel workbooks supported by Visual Basic modules, samples of http logs, and programs to process them. Annotation c. by Book News, Inc., Portland, Or.

Book Details

Published
June 12, 1998
Publisher
Prentice Hall
Pages
336
Format
Paperback
ISBN
9780136938224

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