The Hardest Problems in Data数据中最难的问题 管理

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1、TheHardestProblemsinDataManagementWHITEPAPERTheHardestProblemsinDataManagementTableofContentsTheHardestProbleminDataManagement.......................................3What’sSoHardAboutThis?...................................................3Eventually

2、ConsistentSolutionsAreNotAlwaysViable............................3OurSolution—TheEDF........................................................4MiningtheGapinCAP......................................................5HavingItAll(JustNotatOnce)...........

3、...................................5AmortizingCAPforHighPerformance........................................6ExploitingParallelism........................................................6ActiveCaching:Automatic,ReliablePushNotificationsforEvent-Driven

4、Architectures.8SpanningTheGlob..........................................................8Memory-CentricPerformance................................................9ScalingElastically.............................................................9Tools,D

5、ebugging,Testing,Support.............................................9SolutionComparisonMatrix...................................................11Conclusion..................................................................12WHITEPAPER/2TheHardestPro

6、blemsinDataManagementTheHardestProblemsinDataManagementModernhardwaretrendsandeconomics[1]combinedwithcloud/virtualizationtechnology[2]areradicallyreshapingtoday’sdatamanagementlandscape,usheringinanewerawheremanymachine,manycore,memory-basedcomputin

7、gtopologiescanbedynamicallyassembledfromexistingITresourcesandpay-as-you-goclouds.Arguablyoneofthehardestproblems—andconsequently,mostexcitingopportunities—facedbytoday’ssolutiondesignersisfiguringouthowtoleveragethison-demandhardwaretobuildanoptimal

8、datamanagementplatformthatcan:•Exploitmemoryandmachineparallelismforlow-latencyandhighscalabilitygrowandshrinkelasticallywithbusinessdemand•Treatfailuresasthenorm,ratherthantheexception,providingalways-onservice•Spantimezonesandgeographyunitingremote