DATABASE-SCALABILITY-AND-CLUSTERING-How-Data-Clustering-Can-Benefit-Performance.pdf

DATABASE-SCALABILITY-AND-CLUSTERING-How-Data-Clustering-Can-Benefit-Performance.pdf

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1、WHITEPAPERDATABASESCALABILITYANDCLUSTERINGAsapplicationarchitecturesbecomeincreasinglydependentondistributedcommunicationandprocessing,itisextremelyimportanttounderstandwherethebulkofthedatabaseprocessingoccurs:ontheserver,ontheclient,orsplitbetweenclientandserver.SponsoredbyVersantCorporationVers

2、antCorporationU.S.Headquarters255ShorelineDr.Suite450,RedwoodCity,CA94065www.versant.com!650-232-2400INTRODUCTIONTherearenumerousproductsonthemarkettodaythatcanbeconsidered“databases,”whereadatabase—whenlooselydefined—isaproductthatprovidesameansofstoringdatapersistentlyandretrievingthatdataagaina

3、talaterpointintime.Opinionsastowhattrulyconstitutesadatabasecanvary,buttheygenerallyagreethatadatabasemustaddressissuesthatarefarmoreinvolvedthansimplestorageandretrievalofdata.Generally,adatabasemustaddressatleasttwoofthefollowingissues:PERSISTENCEStorageand(random)retrievalofdataCONCURRENCYTheab

4、ilitytosupportmultipleuserssimultaneously(lockgranularityisoftenanissuehere)DISTRIBUTIONMaintenanceofrelationshipsacrossmultipledatabases(supportoflocalityofreference,datareplication)INTEGRITYMethodstoensuredataisnotlostorcorrupted(featuresincludingautomatictwo-phasecommit,useofduallogfiles,roll-f

5、orwardrecovery)AVAILABILITYSupportof24x7operation(on-linemaintenance,faulttolerance,andotherfeatures.)SCALABILITYPredictableperformanceasthenumberofusersorthesizeofthedatabaseincreases.Ifaproductonlyaddressestheissueofpersistence,thenitcansafelybeplacedinthecategoryof“persistentstoragemanagers.”Th

6、iscategoryordinarilyincludesproductsthatutilizeflatfiles,VSAM,ISAM,ordataI/Ostreamingtechniques.DatabaseScalabilityandClusteringPage2of14Asthenumberofissuesaddressedbyadatabaseproductincreases,themore“high-end”thatdatabaseproductisperceivedtobe,andthemoresuitablethatproductistoplayamajorroleinthed

7、evelopmentanddeploymentoflarge-scale,missioncriticalapplications.Asapplicationarchitecturesbecomeincreasinglydependentondistributedclient/servercommunicationandprocessing,itisextremelyimportanttounderstandwhereth

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