PDF-Keywords:DistributedML,Staleness,ParameterServer,Caching
1IntroductionModernapplicationsawaitingnextgenerationmachineintelligencesystemshaveposedunprecedentedscalabilitychallengesThesescalabilityneedsarisefromatleasttwoaspects1massivedatavolumesuchasso
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