Advances in Computers

by Marvin Zelkowitz Ph.D., MS, BS. (Editor)

Overview

Advances in Computers remains at the forefront in presenting the new developments in the ever-changing field of information technology. Since 1960, Advances in Computers has chronicled the constantly shifting theories and methods of this technology that greatly shape our lives today.

Volume 56 presents eight chapters that describe how the software, hardware and applications of computers are changing the use of computers during the early part of the 21st century:

* Software Evolution and the Staged Model of the Software Lifecycle

* Embedded Software

* Empirical Studies of Quality Models in Object-Oriented Systems

* Software Fault Prevention by Language Choice

* Quantum computing and communication

* Exception Handling

* Breaking the Robustness Barrier: Recent Progress on the Design of Robust Multimodal Systems

* Using Data Mining to Discover the Preferences of Computer Criminals

As the longest-running continuous serial on computers, Advances in Computers presents technologies that will affect the industry in the years to come, covering hot topics from fundamentals to applications. Additionally, readers benefit from contributions of both academic and industry professionals of the highest caliber.

Product Details

ISBN-13:	9780123810267
Publisher:	Elsevier Science
Publication date:	08/19/2010
Series:	ISSN , #80
Sold by:	Barnes & Noble
Format:	eBook
Pages:	342
File size:	4 MB

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Table of Contents

Contributors     ix
Preface     xvii
DARPA's HPCS Program: History, Models, Tools, Languages   Jack Dongarra   Robert Graybill   William Harrod   Robert Lucas   Ewing Lusk   Piotr Luszczek   Janice McMahon   Allan Snavely   Jeffrey Vetter   Katherine Yelick   Sadaf Alam   Roy Campbell   Laura Carrington   Tzu-Yi Chen   Omid Khalili   Jeremy Meredith   Mustafa Tikir
Historical Background     3
Productivity Systems Modeling     19
Productivity Evaluation on Emerging Architectures     37
The DARPA HPCS Language Project     58
Research on Defining and Measuring Productivity     69
The HPC Challenge Benchmark Suite     86
Summary: The DARPA HPCS Program     95
References     96
Productivity in High-Performance Computing   Thomas Sterling   Chirag Dekate
Introduction     102
A General Formulation     105
Factors Determining HPC Productivity     107
A Special Theory of Productivity     121
A User-based Model of Productivity     124
Software Development & Productivity     129
Related Works     131
Conclusions     133
References     134
Performance Prediction and Ranking of Supercomputers   Tzu-Yi Chen   Omid Khalili   Roy L. Campbell, Jr.   Laura Carrington   Mustafa M. Tikir   Allan Snavely
Introduction     137
Methods for Predicting Performance     139
A Method for Weighting Benchmarks     143
Examples     148
Using End-to-End Runtimes     152
Using Basic Trace Data     160
Application-Independent Rankings     163
Conclusion     168
Acknowledgments     169
References     170
Sampled Processor Simulation: A Survey   Lieven Eeckhout
Introduction     174
Trace-Driven versus Execution-Driven Simulation     176
Sampled Simulation     178
Simulation Speed     180
Representative Sampling Units     182
Architecture State     190
Microarchitecture State     195
Case Studies     214
Summary     217
Acknowledgments     217
References     217
Distributed Sparse Matrices for Very High Level Languages    John R. Gilbert   Steve Reinhardt   Viral B. Shah
Introduction     226
Sparse Matrices: A User's View     227
Data Structures and Storage     228
Operations on Distributed Sparse Matrices     230
SSCA #2 Graph Analysis Benchmark     239
Looking Forward: A Next-Generation Parallel Sparse Library     248
Conclusion     250
References     251
Bibliographic Snapshots of High-Performance/High-Productivity Computing   Myron Ginsberg
Introduction     255
Computational Environments in Government, Academia and Industry     257
References     259
Computational Science Education (CSE)     260
References     263
Supercomputing Architecture     264
References     265
Some HPC Issues     271
References     272
Benchmarking Issues and Concerns     275
References     281
Acceleration Techniques for HPC Applications     286
References     287
The Race for Petaflop Computing     292
References     300
Influences of Floating-Point Arithmetic on Computational Results     303
References      304
Industrial HPC Progress     305
References     311
Access to On-Demand HPC     314
References     315
A Few HPC Videos     315
References     316
Author Index     319
Subject Index     329
Contents of Volumes in This Series     339

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Editorial Reviews

Volume 34 of this important series continues the presentation of subjects of both current and continuing interest in computer and information science, with contributors offering substantial review and tutorial articles in their areas of expertise. Included in v.34 are chapters on software reuse, multisensory computer vision, parallel computer architecture, associative memory, image databases, and paradigms for information system development. Annotation c. Book News, Inc., Portland, OR (booknews.com)

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"Mandatory for academic libraries supporting computer science departments."
—CHOICE

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