03449nam 2200529 450 991058333410332120161010032532.00-12-803788-1(CKB)3710000000865232(CaSebORM)9780128037881(MiAaPQ)EBC4690604(PPN)197277047(EXLCZ)99371000000086523220161006h20172017 uy| 0engurcnu||||||||rdacontentrdamediardacarrierAdvances in GPU research and practice /edited by Hamid Sarbazi-AzadFirst edition.Amsterdam :Elsevier,[2017]©20171 online resource (776 pages) illustrations (some color)Emerging trends in computer science and applied computingIncludes index.0-12-803738-5 Includes bibliographical references and indexes.Advances in GPU Research and Practice focuses on research and practices in GPU based systems. The topics treated cover a range of issues, ranging from hardware and architectural issues, to high level issues, such as application systems, parallel programming, middleware, and power and energy issues. Divided into six parts, this edited volume provides the latest research on GPU computing. Part I: Architectural Solutions focuses on the architectural topics that improve on performance of GPUs, Part II: System Software discusses OS, compilers, libraries, programming environment, languages, and paradigms that are proposed and analyzed to help and support GPU programmers. Part III: Power and Reliability Issues covers different aspects of energy, power, and reliability concerns in GPUs. Part IV: Performance Analysis illustrates mathematical and analytical techniques to predict different performance metrics in GPUs. Part V: Algorithms presents how to design efficient algorithms and analyze their complexity for GPUs. Part VI: Applications and Related Topics provides use cases and examples of how GPUs are used across many sectors. Discusses how to maximize power and obtain peak reliability when designing, building, and using GPUs Covers system software (OS, compilers), programming environments, languages, and paradigms proposed to help and support GPU programmers Explains how to use mathematical and analytical techniques to predict different performance metrics in GPUs Illustrates the design of efficient GPU algorithms in areas such as bioinformatics, complex systems, social networks, and cryptography Provides applications and use case scenarios in several different verticals, including medicine, social sciences, image processing, and telecommunicationsEmerging trends in computer science & applied computing.Graphics processing unitsProgrammingImaging systemsComputer graphicsImage processingDigital techniquesGraphics processing unitsProgramming.Imaging systems.Computer graphics.Image processingDigital techniques.Sarbazi-Azad Hamid845733Sarbazi-Azad HamidMiAaPQMiAaPQMiAaPQBOOK9910583334103321Advances in GPU research and practice2120334UNINA