Stochastic Network Calculus

Description

Network calculus, a theory dealing with queuing systems found in computer networks, focuses on performance guarantees. The development of an information theory for stochastic service-guarantee analysis has been identified as a grand challenge for future networking research. Towards that end, stochastic network calculus, the probabilistic version or generalization of the (deterministic) Network Calculus, has been recognized by researchers as a crucial step. Stochastic Network Calculus presents a comprehensive treatment for the state-of-the-art in stochastic service-guarantee analysis research and provides basic introductory material on the subject, as well as discusses the most recent research in the area. This helpful volume summarizes results for stochastic network calculus, which can be employed when designing computer networks to provide stochastic service guarantees. Features and Topics: • Provides a solid introductory chapter, providing useful background knowledge • Reviews fundamental concepts and results of deterministic network calculus • Includes end-of-chapter problems, as well as summaries and bibliographic comments • Defines traffic models and server models for stochastic network calculus • Summarizes the basic properties of stochastic network calculus under different combinations of traffic and server models • Highlights independent case analysis • Discusses stochastic service guarantees under different scheduling disciplines • Presents applications to admission control and traffic conformance study using the analysis results • Offers an overall summary and some open research challenges for further study of the topic Researchers and graduates in the area of performance evaluation of computer communication networks will benefit substantially from this comprehensive and easy-to-follow volume. Professionals will also find it a worthwhile reference text. Professor Yuming Jiang at the Norwegian University of Science and Technology (NTNU) has lectured using the material presented in this text since 2006. Dr Yong Liu works at the Optical Network Laboratory, National University of Singapore, where he researches QoS for optical communication networks and Metro Ethernet networks. Key Topics: • Queuing systems • Performance analysis and guarantees • Independent case analysis • Traffic and server models • Analysis of scheduling disciplines • Generalized processor sharing • Open research challenges Front Matter....Pages 1-15 Introduction....Pages 1-17 Deterministic Network Calculus....Pages 18-38 Traffic Models for Stochastic Network Calculus....Pages 39-62 Server Models for Stochastic Network Calculus....Pages 63-80 Basic Properties of Stochastic Network Calculus....Pages 81-115 Independent Case Analysis....Pages 116-140 Analysis on Scheduling Disciplines....Pages 141-160 Traffic Conformance Study....Pages 161-183 LRD Isolation in Generalized Processor Sharing....Pages 184-207 Back Matter....Pages 1-17