Workload Modeling for Computer Systems Performance Evaluation

Workload Modeling for Computer Systems Performance Evaluation
Author: Dror G. Feitelson
Publisher: Cambridge University Press
Total Pages: 569
Release: 2015-03-23
Genre: Computers
ISBN: 1107078237

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

Performance Modeling and Design of Computer Systems

Performance Modeling and Design of Computer Systems
Author: Mor Harchol-Balter
Publisher: Cambridge University Press
Total Pages: 573
Release: 2013-02-18
Genre: Computers
ISBN: 1107027500

Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.

The Art of Computer Systems Performance Analysis

The Art of Computer Systems Performance Analysis
Author: Raj Jain
Publisher: John Wiley & Sons
Total Pages: 722
Release: 1991-04-16
Genre: Computers
ISBN:

Based on the author's experience in industry, this book focuses on simple techniques for solving everyday problems in systems design and analysis. All techniques are covered in a non-mathematical way, so that no statistics expertise is necessary.

Workload Modeling for Computer Systems Performance Evaluation

Workload Modeling for Computer Systems Performance Evaluation
Author: Dror G. Feitelson
Publisher:
Total Pages: 551
Release: 2015
Genre: Electronic books
ISBN: 9781139939690

"Reliable performance evaluations require the use of representative workloads. This is no easy task since modern computer systems and their workloads are complex, with many interrelated attributes and complicated structures. Experts often use sophisticated mathematics to analyze and describe workload models, making these models difficult for practitioners to grasp. This book aims to close this gap by emphasizing the intuition and the reasoning behind the definitions and derivations related to the workload models. It provides numerous examples from real production systems, with hundreds of graphs. Using this book, readers will be able to analyze collected workload data and clean it if necessary, derive statistical models that include skewed marginal distributions and correlations, and consider the need for generative models and feedback from the system. The descriptive statistics techniques covered are also useful for other domains"--

Performance Evaluation of Computer and Communication Systems. Milestones and Future Challenges

Performance Evaluation of Computer and Communication Systems. Milestones and Future Challenges
Author: Karin Anna Hummel
Publisher: Springer Science & Business Media
Total Pages: 266
Release: 2011-12-15
Genre: Computers
ISBN: 3642255744

This Festschrift volume is published in honor of Günter Haring on the occasion of his emerital celebration and contains invited papers by key researchers in the field of performance evaluation presented at the workshop Performance Evaluation of Computer and Communication Systems - Milestones and Future Challenges, PERFORM 2010, held in Vienna, Austria, in October 2010. Günter Haring has dedicated most of his scientific professional life to performance evaluation and the design of distributed systems, contributing in particular to the field of workload characterization. In addition to his own contributions and leadership in international research projects, he is and has been an excellent mentor of young researchers demonstrated by their own brilliant scientific careers. The 20 thoroughly refereed papers range from visionary to in-depth research papers and are organized in the following topical sections: milestones and evolutions; trends: green ICT and virtual machines; modeling; mobility and mobile networks; communication and computer networks; and load balancing, analysis, and management.

Fundamentals of Performance Evaluation of Computer and Telecommunication Systems

Fundamentals of Performance Evaluation of Computer and Telecommunication Systems
Author: Mohammed S. Obaidat
Publisher: John Wiley & Sons
Total Pages: 477
Release: 2010-01-26
Genre: Computers
ISBN: 0470567198

The only singular, all-encompassing textbook on state-of-the-art technical performance evaluation Fundamentals of Performance Evaluation of Computer and Telecommunication Systems uniquely presents all techniques of performance evaluation of computers systems, communication networks, and telecommunications in a balanced manner. Written by the renowned Professor Mohammad S. Obaidat and his coauthor Professor Noureddine Boudriga, it is also the only resource to treat computer and telecommunication systems as inseparable issues. The authors explain the basic concepts of performance evaluation, applications, performance evaluation metrics, workload types, benchmarking, and characterization of workload. This is followed by a review of the basics of probability theory, and then, the main techniques for performance evaluation namely measurement, simulation, and analytic modeling with case studies and examples. Contains the practical and applicable knowledge necessary for a successful performance evaluation in a balanced approach Reviews measurement tools, benchmark programs, design of experiments, traffic models, basics of queueing theory, and operational and mean value analysis Covers the techniques for validation and verification of simulation as well as random number generation, random variate generation, and testing with examples Features numerous examples and case studies, as well as exercises and problems for use as homework or programming assignments Fundamentals of Performance Evaluation of Computer and Telecommunication Systems is an ideal textbook for graduate students in computer science, electrical engineering, computer engineering, and information sciences, technology, and systems. It is also an excellent reference for practicing engineers and scientists.

Job Scheduling Strategies for Parallel Processing

Job Scheduling Strategies for Parallel Processing
Author: Dalibor Klusáček
Publisher: Springer Nature
Total Pages: 238
Release: 2021-10-05
Genre: Computers
ISBN: 3030882241

This book constitutes the thoroughly refereed post-conference proceedings of the 24th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2021, held as a virtual event in May 2021 (due to the Covid-19 pandemic). The 10 revised full papers presented were carefully reviewed and selected from 17 submissions. In addition to this, one keynote paper was included in the workshop. The volume contains two sections: Open Scheduling Problems and Proposals and Technical Papers. The papers cover such topics as parallel computing, distributed systems, workload modeling, performance optimization, and others.

Software Engineering and Computer Systems, Part III

Software Engineering and Computer Systems, Part III
Author: Jasni Mohamad Zain
Publisher: Springer Science & Business Media
Total Pages: 843
Release: 2011-06-22
Genre: Computers
ISBN: 3642222021

This Three-Volume-Set constitutes the refereed proceedings of the Second International Conference on Software Engineering and Computer Systems, ICSECS 2011, held in Kuantan, Malaysia, in June 2011. The 190 revised full papers presented together with invited papers in the three volumes were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on software engineering; network; bioinformatics and e-health; biometrics technologies; Web engineering; neural network; parallel and distributed; e-learning; ontology; image processing; information and data management; engineering; software security; graphics and multimedia; databases; algorithms; signal processing; software design/testing; e- technology; ad hoc networks; social networks; software process modeling; miscellaneous topics in software engineering and computer systems.