Probability and Statistics with Reliability, Queuing, and Computer Science Applications
Title | Probability and Statistics with Reliability, Queuing, and Computer Science Applications PDF eBook |
Author | Kishor S. Trivedi |
Publisher | John Wiley & Sons |
Pages | 1042 |
Release | 2016-06-30 |
Genre | Computers |
ISBN | 1119314208 |
An accessible introduction to probability, stochastic processes, and statistics for computer science and engineering applications Second edition now also available in Paperback. This updated and revised edition of the popular classic first edition relates fundamental concepts in probability and statistics to the computer sciences and engineering. The author uses Markov chains and other statistical tools to illustrate processes in reliability of computer systems and networks, fault tolerance, and performance. This edition features an entirely new section on stochastic Petri nets—as well as new sections on system availability modeling, wireless system modeling, numerical solution techniques for Markov chains, and software reliability modeling, among other subjects. Extensive revisions take new developments in solution techniques and applications into account and bring this work totally up to date. It includes more than 200 worked examples and self-study exercises for each section. Probability and Statistics with Reliability, Queuing and Computer Science Applications, Second Edition offers a comprehensive introduction to probability, stochastic processes, and statistics for students of computer science, electrical and computer engineering, and applied mathematics. Its wealth of practical examples and up-to-date information makes it an excellent resource for practitioners as well. An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.
Probability and Statistics with Reliability, Queuing, and Computer Science Applications
Title | Probability and Statistics with Reliability, Queuing, and Computer Science Applications PDF eBook |
Author | Kishor S. Trivedi |
Publisher | John Wiley & Sons |
Pages | 851 |
Release | 2001-11-28 |
Genre | Computers |
ISBN | 0471333417 |
An accessible introduction to probability, stochastic processes, and statistics for computer science and engineering applications Second edition now also available in Paperback. This updated and revised edition of the popular classic first edition relates fundamental concepts in probability and statistics to the computer sciences and engineering. The author uses Markov chains and other statistical tools to illustrate processes in reliability of computer systems and networks, fault tolerance, and performance. This edition features an entirely new section on stochastic Petri nets—as well as new sections on system availability modeling, wireless system modeling, numerical solution techniques for Markov chains, and software reliability modeling, among other subjects. Extensive revisions take new developments in solution techniques and applications into account and bring this work totally up to date. It includes more than 200 worked examples and self-study exercises for each section. Probability and Statistics with Reliability, Queuing and Computer Science Applications, Second Edition offers a comprehensive introduction to probability, stochastic processes, and statistics for students of computer science, electrical and computer engineering, and applied mathematics. Its wealth of practical examples and up-to-date information makes it an excellent resource for practitioners as well. An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.
PROBABILITY AND STATISTICS WITH RELIABILITY, QUEUING, AND COMPUTER SCIENCE APPLICATIONS
Title | PROBABILITY AND STATISTICS WITH RELIABILITY, QUEUING, AND COMPUTER SCIENCE APPLICATIONS PDF eBook |
Author | KISHOR SHRIDHARBHAI TRIVEDI |
Publisher | PHI Learning Pvt. Ltd. |
Pages | 646 |
Release | 1988-01-01 |
Genre | Mathematics |
ISBN | 9788120305083 |
This book provides an introduction to probability, stochastic processes, and statistics for students of computer science, electrical/computer engineering, reliability engineering and applied mathematics. It prepares the student for solving practical stochastic modelling problems, and for the more advanced courses on queuing or reliability theory. The text emphasizes on applications, illustrating each theoretical concept by solved examples relating to algorithm analysis or communication related problems.The prerequisites are a knowledge of calculus, a course on introduction to computer programming, and an understanding of computer organization. The book is also suitable for self-study by computer professionals and mathematicians interested in applications.
Reliability and Availability Engineering
Title | Reliability and Availability Engineering PDF eBook |
Author | Kishor S. Trivedi |
Publisher | Cambridge University Press |
Pages | 729 |
Release | 2017-08-03 |
Genre | Computers |
ISBN | 1107099501 |
Learn about the techniques used for evaluating the reliability and availability of engineered systems with this comprehensive guide.
Probability and Statistics for Computer Scientists, Second Edition
Title | Probability and Statistics for Computer Scientists, Second Edition PDF eBook |
Author | Michael Baron |
Publisher | CRC Press |
Pages | 475 |
Release | 2013-08-05 |
Genre | Mathematics |
ISBN | 1439875901 |
Student-Friendly Coverage of Probability, Statistical Methods, Simulation, and Modeling Tools Incorporating feedback from instructors and researchers who used the previous edition, Probability and Statistics for Computer Scientists, Second Edition helps students understand general methods of stochastic modeling, simulation, and data analysis; make optimal decisions under uncertainty; model and evaluate computer systems and networks; and prepare for advanced probability-based courses. Written in a lively style with simple language, this classroom-tested book can now be used in both one- and two-semester courses. New to the Second Edition Axiomatic introduction of probability Expanded coverage of statistical inference, including standard errors of estimates and their estimation, inference about variances, chi-square tests for independence and goodness of fit, nonparametric statistics, and bootstrap More exercises at the end of each chapter Additional MATLAB® codes, particularly new commands of the Statistics Toolbox In-Depth yet Accessible Treatment of Computer Science-Related Topics Starting with the fundamentals of probability, the text takes students through topics heavily featured in modern computer science, computer engineering, software engineering, and associated fields, such as computer simulations, Monte Carlo methods, stochastic processes, Markov chains, queuing theory, statistical inference, and regression. It also meets the requirements of the Accreditation Board for Engineering and Technology (ABET). Encourages Practical Implementation of Skills Using simple MATLAB commands (easily translatable to other computer languages), the book provides short programs for implementing the methods of probability and statistics as well as for visualizing randomness, the behavior of random variables and stochastic processes, convergence results, and Monte Carlo simulations. Preliminary knowledge of MATLAB is not required. Along with numerous computer science applications and worked examples, the text presents interesting facts and paradoxical statements. Each chapter concludes with a short summary and many exercises.
Probability Statistics With Reliability,queuing Computer Science Application
Title | Probability Statistics With Reliability,queuing Computer Science Application PDF eBook |
Author | K.S. Trivedi |
Publisher | |
Pages | 0 |
Release | |
Genre | |
ISBN |
Probability & Statistics With Reliability, Queuing And Computer Science Applications, 2Nd Ed
Title | Probability & Statistics With Reliability, Queuing And Computer Science Applications, 2Nd Ed PDF eBook |
Author | Kishor S. Trivedi |
Publisher | John Wiley & Sons |
Pages | 852 |
Release | 2008-10-15 |
Genre | |
ISBN | 9788126518531 |
This book is important to our developing list of computer science titles. Trivedi's book is a true classic and will be well received in the market. The subject lies at the core of many applications in computer science, signal processing, and communications. · Introduction· Discrete Random Variables· Continuous Random Variables· Expectation· Conditional Distribution and Expectation· Stochastic Processes· Discrete-Time Markov Chains· Continuous-Time Markov Chains· Networks of Queues· Statistical Inference · Regression and Analysis of Variance