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

4-1977rpdonova@uci.edu

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)