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22 23 26 35 42 commonlyexistsinlargescaleJavaapplicationsEvidencehasbeenfoundthatbloathassignicantimpactonperformanceleadingtoreducedscalabilityandusability 22 Theinefcientuseofconta. theseelements.Forourlanguage-independentproblemdef-inition,acontainerobjectisaninstanceofsomepredenedabstractdatatypeT.WeassumethatTprovidesopera-tionswhosesemanticsistoaddelementstothecontainer,aswe 1In[BCO11]orderrevealingencryptionwascalled“efciently-orderableencryption.”2 Boldyrevaetal.[BCLO09,BCO11]describeanelegantprimitivecalledOrderPreservingEncryption(OPE)whereencryptionpreserv low-levelabstractionstypicalforsystemsworkwiththecompletesemanticsthatexemplifythedatabaseeld.ByexiblewemeanthatStasiscansupportawiderangeoftransactionaldatastructuresefciently,andthatitcansupporta E-mail:sergshu@gmail.comySupportedinpartbytheEUISTprogram,grant034286“SORMA”.marketfeaturesintotheirarchitectures[12,5,17,4,3,21]andallocatescarceresourcesmoreefciently,notonlybyincreasing 1 ].Withconventionalparallelarchitecturesandprogrammingmodels,theapplicationworkingonahugedatasetcancreateinten-sivedatamovementandperforminefciently.Toaddresstheissuesofprocessinghugedata,data-centr 3187 3188 sufciently persistent. The efcacy of self-nancing then translates directly into long-run productivity losses from nancial frictions: they are large if shocks are transitory and small if References[1]B.Buchberger,M.Kauers,Groebnerbasis,Scholarpedia,5(10):7763,October2010;http://www.scholarpedia.org/article/Groebner_basis.[2]G.CarraFerro,AsurveyondierentialGrobnerbases,inGrobnerBas CASE TUDY: CASE MGT | HOSPITALITYRock Bottom Restaurants To efficiently manage content movement across continents To e Edited Content sent to Johannesburg (ZEE Africa/ATL) for Automated E-mail notifications sent to all stakeholders on The app www.kunocreative.com seeks to attract likely buyers by publishing free content that is easy to consume online and that fullls a need or desire. In the B2B world, we publish helpful how-to’s, How it Works“At-a-glance” PresenceThe Five9 Fuze UC integration includes the ability for agents to see the presence of a Fuze user before they attempt to call, ensuring that they aren’t ReinHouthooftxyzXiChenyzYanDuanyzJohnSchulmanyzFilipDeTurckxPieterAbbeelyzyUCBerkeleyDepartmentofElectricalEngineeringandComputerSciencesxGhentUniversity-imecDepartmentofInformationTechnologyzOpenAIAb Figure2SyntheticandrealdataPairsofdepthimageandgroundtruthbodypartsNotewidevarietyinposeshapeclothingandcropsimplifythetaskofbackgroundsubtractionwhichweas-sumeinthisworkButmostimportantlyforourapproa InstructionsPleasecompleteallproblemsinSection1Trytocomplete2oftheproblemsinSection2Youarewelcometodomorethan2butpleaseindicatewhich2youwantgradedNoproblemsinSection3arerequiredbuttheymightbefuntothin