By Xingfu Wu
Performance review, Prediction and Visualization in Parallel Systems offers a finished and systematic dialogue of theoretics, equipment, suggestions and instruments for functionality overview, prediction and visualization of parallel platforms. bankruptcy 1 supplies a quick evaluate of functionality degradation of parallel platforms, and offers a normal dialogue at the significance of functionality overview, prediction and visualization of parallel platforms. bankruptcy 2 analyzes and defines numerous varieties of serial and parallel runtime, issues out a number of the weaknesses of parallel speedup metrics, and discusses tips on how to increase and generalize them. bankruptcy three describes formal definitions of scalability, addresses the elemental metrics affecting the scalability of parallel structures, discusses scalability of parallel platforms from 3 elements: parallel structure, parallel set of rules and parallel algorithm-architecture combos, and analyzes the kin of scalability and speedup. bankruptcy four discusses the technique of functionality dimension, describes the benchmark- orientated functionality try and research and find out how to degree speedup and scalability in perform. bankruptcy five analyzes the problems in functionality prediction, discusses application-oriented and architecture-oriented functionality prediction and the way to foretell speedup and scalability in perform. bankruptcy 6 discusses functionality visualization concepts and instruments for parallel platforms from 3 levels: functionality information assortment, functionality info filtering and function information visualization, and classifies the current functionality visualization instruments. bankruptcy 7 describes parallel compiling-based, search-based and knowledge-based functionality debugging, which assists programmers to optimize the method or set of rules of their parallel courses, and offers visible programming-based functionality debugging to aid programmers determine the positioning and explanation for the functionality challenge. It additionally offers concrete feedback on the way to regulate their parallel software to increase the functionality. bankruptcy eight supplies an outline of present interconnection networks for parallel platforms, analyzes the scalability of interconnection networks, and discusses tips on how to degree and increase community performances.
Performance review, Prediction and Visualization in Parallel Systems serves as an exceptional reference for researchers, and can be used as a textual content for complex classes at the topic.