Probability and Statistics with Reliability, Queuing, and Computer Science Applications

Probability and Statistics with Reliability, Queuing, and Computer Science Applications
Author: Kishor S. Trivedi
Publisher: John Wiley & Sons
Total 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.

Computer Algebra in Scientific Computing

Computer Algebra in Scientific Computing
Author: Viktor G. Ganzha
Publisher: Springer Science & Business Media
Total Pages: 431
Release: 2012-12-06
Genre: Computers
ISBN: 3642572014

Proceedings of the Third Workshop on Computer Algebra in Scientific Computing, Samarkand, Octobe5r 5-9, 2000

An Introduction to Modern Mathematical Computing

An Introduction to Modern Mathematical Computing
Author: Jonathan M. Borwein
Publisher: Springer Science & Business Media
Total Pages: 237
Release: 2012-08-07
Genre: Mathematics
ISBN: 1461442532

Thirty years ago mathematical, as opposed to applied numerical, computation was difficult to perform and so relatively little used. Three threads changed that: the emergence of the personal computer; the discovery of fiber-optics and the consequent development of the modern internet; and the building of the Three “M’s” Maple, Mathematica and Matlab. We intend to persuade that Mathematica and other similar tools are worth knowing, assuming only that one wishes to be a mathematician, a mathematics educator, a computer scientist, an engineer or scientist, or anyone else who wishes/needs to use mathematics better. We also hope to explain how to become an "experimental mathematician" while learning to be better at proving things. To accomplish this our material is divided into three main chapters followed by a postscript. These cover elementary number theory, calculus of one and several variables, introductory linear algebra, and visualization and interactive geometric computation.

Efficient Go

Efficient Go
Author: Bartlomiej Plotka
Publisher: "O'Reilly Media, Inc."
Total Pages: 472
Release: 2022-11-09
Genre: Computers
ISBN: 1098105664

With technological advancements, fast markets, and higher complexity of systems, software engineers tend to skip the uncomfortable topic of software efficiency. However, tactical, observability-driven performance optimizations are vital for every product to save money and ensure business success. With this book, any engineer can learn how to approach software efficiency effectively, professionally, and without stress. Author Bartłomiej Płotka provides the tools and knowledge required to make your systems faster and less resource-hungry. Efficient Go guides you in achieving better day-to-day efficiency using Go. In addition, most content is language-agnostic, allowing you to bring small but effective habits to your programming or product management cycles. This book shows you how to: Clarify and negotiate efficiency goals Optimize efficiency on various levels Use common resources like CPU and memory effectively Assess efficiency using observability signals like metrics, logging, tracing, and (continuous) profiling via open source projects like Prometheus, Jaeger, and Parca Apply tools like go test, pprof, benchstat, and k6 to create reliable micro and macro benchmarks Efficiently use Go and its features like slices, generics, goroutines, allocation semantics, garbage collection, and more!

Java Performance Tuning

Java Performance Tuning
Author: Jack Shirazi
Publisher: "O'Reilly Media, Inc."
Total Pages: 588
Release: 2003-01-21
Genre: Computers
ISBN: 0596003773

Java application performance is tied pretty heavily to the underlying Java Virtual Machine, and the new 1.4 version of Java has significant changes that mean previously used performance tips and strategies may no longer work. Significantly revised and expanded, this second edition not only covers Java 1.4, but adds new coverage of JDBC, NIO, Servlets, EJB and JavaServer Pages. Suitable for intermediate and advanced Java developers, this text also covers JDBC, RMI/CORBA, Servlets, JavaServer Pages and custom tag libraries, XML, internationalization, JavaMail, Enterprise JavaBeans and performance tuning. It should be a useful resource for teaching how to create a tuning strategy, how to use profiling tools to understand a program's behaviour, and how to avoid performance penalties from inefficient code, making them more efficient and effective. The result is code that's robust, maintainable and fast.

CMG '92, Reno

CMG '92, Reno
Author:
Publisher:
Total Pages: 1274
Release: 1992
Genre: Computer architecture
ISBN:

Complex Analysis with MATHEMATICA®

Complex Analysis with MATHEMATICA®
Author: William T. Shaw
Publisher: Cambridge University Press
Total Pages: 6
Release: 2006-04-20
Genre: Computers
ISBN: 0521836263

This book presents a way of learning complex analysis, using Mathematica. Includes CD with electronic version of the book.