Data Engineering ThinkTank!: Calit2 User Facility for ... Engineering Thinktank... · Data...
Transcript of Data Engineering ThinkTank!: Calit2 User Facility for ... Engineering Thinktank... · Data...
DataEngineeringThinkTank!:Calit2UserFacilityforAdvancedCompu@ng
DataEngineeringThinkTank!People• Dr.CharlessFowlkes(FacultyDirector)• Dr.RichardP.Donovan(LabDirector)• Dr.EdgarOlivares-Manas(Simula@on)• Mr.YiboWang(sysAdmin)• Mr.HanwenYe(sysAdmin)• Mr.ChrisBaQsta(sysAdmin)
ContactRichardP.Donovan
MissionStatementConnec@ng the thermodynamics ofInforma@on Engines and Heat Engines toInves@gate the rela@onship betweenInforma@on Mechanics and NewtonianMechanics
CurrentAc@vi@es
• Cogni@veReducedOrderModelsforSmartManufacturing:Lightweight(codeandresourcesize),hybrid(physicsanddata)simula@onmodels(Prof.GPLi,PI)
ExampleProjects@DETT
• MicromechanicsofThermalCyclinginShotcrete(Prof.LihziSun,PI):C-TScansofshotcreteprocessedtocreateFEAModelforsimula@ons
• ReducingDisparityinDisasterRecoverybyModelingSocialVulnerabili@es(Prof.Maura
Allaire,PI):Analyzingterabytesofdataonweeklyconsumerpurchases(trackedthroughsupermarketscannerdatabase)todeterminedisasterimpacts,resilienceandcreateintegratedriskanalysis.
Possibleareasofcollabora@onwithothergroups• LocallyScalableHighPerformanceCompu@ngInfrastructure
• Highperformancemul@coregraphicsworksta@ons(WindowsorUNIX)• Ansys,TensorFLow,others• Upto80CPUcores,45GPUs
• Accessto“X”-scalehighperformancecompu@ngoverfiberop@cnetworkconnec@ng:• 400-50032bitGPUsviaNau@lusNetwork(ChaseCI,LarrySmarrPI)• Kuebernetes,Kepler
• Collabora@onSpace(aTank)forThinkingaboutDataEngineeringexplora@on• Seminar/WebinarspaceforresearchgroupscollocatedwithHPCresources• HighSpeedconnec@ontothePacificResearchPlahorm• Hos@ngresearchgroups(e.g.CenterforAr@ficialIntelligenceinDiagnos@cMedicine)