introduction to hpc with mpi for data science (springer, 2016)

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1、UndergraduateTopicsinComputerScienceFrank NielsenIntroductiontoHPCwithMPIforDataScienceUndergraduateTopicsinComputerScienceUndergraduateTopicsinComputerScience(UTiCS)delivershigh-qualityinstruc-tionalcontentforundergraduatesstudyinginallareasofcomputingandinformationscience.Fromcore

2、foundationalandtheoreticalmaterialtofinal-yeartopicsandapplications,UTiCSbookstakeafresh,concise,andmodernapproachandareidealforself-studyorforaone-ortwo-semestercourse.Thetextsareallauthoredbyestablishedexpertsintheirfields,reviewedbyaninternationaladvisoryboard,andcontainnumerousexa

3、mplesandproblems.Manyincludefullyworkedsolutions.Moreinformationaboutthisseriesathttp://www.springer.com/series/7592FrankNielsenIntroductiontoHPCwithMPIforDataScience123FrankNielsenÉcolePolytechniquePalaiseauFranceandSonyComputerScienceLaboratories,Inc.TokyoJapanSerieseditorIanMacki

4、eAdvisoryBoardSamsonAbramsky,UniversityofOxford,Oxford,UKKarinBreitman,PontificalCatholicUniversityofRiodeJaneiro,RiodeJaneiro,BrazilChrisHankin,ImperialCollegeLondon,London,UKDexterKozen,CornellUniversity,Ithaca,USAAndrewPitts,UniversityofCambridge,Cambridge,UKHanneRiisNielson,Techn

5、icalUniversityofDenmark,KongensLyngby,DenmarkStevenSkiena,StonyBrookUniversity,StonyBrook,USAIainStewart,UniversityofDurham,Durham,UKISSN1863-7310ISSN2197-1781(electronic)UndergraduateTopicsinComputerScienceISBN978-3-319-21902-8ISBN978-3-319-21903-5(eBook)DOI10.1007/978-3-319-21903-

6、5LibraryofCongressControlNumber:2015960834©SpringerInternationalPublishingSwitzerland2016Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broadca

7、sting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknownorhereafterdeveloped.Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthi

8、spublicationdoesnot