Network Coding for Distributed Storage Systems

Network Coding for Distributed Storage Systems

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时间:2019-08-11

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1、ThisfulltextpaperwaspeerreviewedatthedirectionofIEEECommunicationsSocietysubjectmatterexpertsforpublicationintheIEEEINFOCOM2007proceedings.NetworkCodingforDistributedStorageSystemsAlexandrosG.Dimakis,P.BrightenGodfrey,MartinJ.WainwrightandKannanRamchandranDepartme

2、ntofElectricalEngineeringandComputerScience,UniversityofCalifornia,Berkeley,CA94704.Email:{adim,pbg,wainwrig,kannanr}@eecs.berkeley.eduAbstractPeer-to-peerdistributedstoragesystemspro-encodedfragmentwhenweonlyhaveaccesstoerasurevidereliableaccesstodatathroughredun

3、dancyspreadoverencodedfragments?nodesacrosstheInternet.AkeygoalistominimizetheInthenaivestrategy,thenodewhichwillstoretheamountofbandwidthusedtomaintainthatredundancy.newfragment—whichwewillcallthenewcomer—Storingafileusinganerasurecode,infragmentsspreadacrossnodes

4、,promisestorequirelessredundancyanddownloadskfragmentsandreconstructsthefile,fromhencelessmaintenancebandwidththansimplereplicationwhichanewfragmentisproduced.Thus,Mbytesaretoprovidethesamelevelofreliability.However,sincetransferredtogenerateafragmentofsizeonlyM/k.

5、fragmentsmustbeperiodicallyreplacedasnodesfail,akeyToreducebandwidthuse,onecanadoptwhatwecallquestionishowtogenerateanewfragmentinadistributedtheHybridstrategy[20]:onefullreplicaismaintainedinwaywhiletransferringaslittledataaspossibleacrossthenetwork.additiontomul

6、tipleerasure-codedfragments.ThenodeInthispaper,weintroduceageneraltechniquetostoringthereplicacanproducenewfragmentsandsendanalyzestoragearchitecturesthatcombineanyformofthemtonewcomers,thustransferringjustM/kbytesforcodingandreplication,aswellaspresentingtwonewan

7、ewfragment.However,maintaininganextrareplicaschemesformaintainingredundancyusingerasurecodes.ononenodedilutesthebandwidth-efficiencyoferasureFirst,weshowhowtooptimallygenerateMDSfragmentsdirectlyfromexistingfragmentsinthesystem.Second,wecodesandcomplicatessystemdes

8、ign.Forexample,iftheintroduceanewschemecalledRegeneratingCodeswhichreplicaislost,newfragmentscannotbecreateduntilitisuseslightlylargerfragmentsthanMDSbu

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