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Automated Deadline-Based Scaling of Experiments in the Cloud with MiCADO

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Logo of Gesellschaft für Informatik e.V. (GI)Gesellschaft für Informatik e.V. (GI)
 DesLauriers, James

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Automated Deadline-Based Scaling of Experiments in the Cloud with MiCADO
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60
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CC Attribution 3.0 Germany:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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Abstract
Many scientific applications require computation resources based on dynamically changing requirements. The H2020 COLA (project-cola.eu) set out to solve this with a generic framework (MiCADO) to support automated scalability of applications deployed to the cloud. MiCADO is open-source, cloud agnostic and uses widely applied technologies - Kubernetes, Occopus and Prometheus - to scale virtual machines and containers in the cloud. MiCADO has been tested on a range of small to large-scale research activities that saw simulations and other multi-job experiments queued, executed and scaled in containers on different public and private clouds. The talk will focus on MiCADO, its architecture, characteristics, and its benefits to the RSE community.
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Level (video gaming)Constraint (mathematics)Complete metric spaceComputer programSoftware maintenanceSoftwareScaling (geometry)Modul <Datentyp>Template (C++)Mathematical optimizationAsynchronous Transfer ModeVorwärtsfehlerkorrekturBefehlsprozessorRead-only memoryService (economics)CASE <Informatik>Order (biology)BitQuicksortLink (knot theory)Mathematical optimizationPoint (geometry)Cartesian coordinate systemSoftware frameworkProjective planeVirtual machineWage labourHorizonConnectivity (graph theory)Library (computing)Web 2.0Mixed realityRadical (chemistry)Message passingDifferent (Kate Ryan album)Template (C++)Level (video gaming)Core dumpTerm (mathematics)Series (mathematics)IdentifiabilityNumberUniverse (mathematics)InformationMultiplication signDecision theoryComplete metric spaceService (economics)BefehlsprozessorOpen sourceCASE <Informatik>Cloud computingStatement (computer science)TrailStandard deviationStructural loadEndliche ModelltheorieInformation securityWorkloadSoftwareMathematicsCodeServer (computing)Task (computing)Perfect groupUser interfaceAddress spaceCommunications protocolNeuroinformatikInternet service providerSemiconductor memoryEnterprise architectureFreewareUtility softwareLine (geometry)Film editingComputer animation
05:28
Read-only memoryService (economics)BefehlsprozessorNumberGraph (mathematics)Service (economics)Computer animation
05:40
Read-only memoryBefehlsprozessorService (economics)CASE <Informatik>Parameter (computer programming)StapeldateiSweep line algorithmMultiplicationQueue (abstract data type)Task (computing)Scaling (geometry)AverageSimulationIntegrated development environmentData recoveryDistribution (mathematics)AerodynamicsVariable (mathematics)Computer programDirectory serviceProcess (computing)Interactive televisionBootingConnectivity (graph theory)Resource allocationQuicksortMathematicsSingle-precision floating-point formatOrder (biology)Multiplication signProjective planeParameter (computer programming)ResultantStructural loadProgrammer (hardware)Sampling (statistics)Term (mathematics)Graph (mathematics)Bit2 (number)Suite (music)Physical systemSweep line algorithmQueue (abstract data type)SimulationWhiteboardGroup actionGraph (mathematics)Form (programming)TelecommunicationNumberPairwise comparisonEntire functionCASE <Informatik>Integrated development environmentEndliche ModelltheorieOpen sourceCuboidSoftwareTrailMetric systemReading (process)Functional (mathematics)Software testingWebsiteVirtual machineService (economics)Computer programmingUniverse (mathematics)Object (grammar)ExpressionAmerican Mathematical SocietyBeat (acoustics)Uniform resource locatorGoodness of fitGraph coloringComputer animation
12:47
Computer programDirectory serviceMultiplication signVirtual machineTheoryComputer animation
13:24
Computer programDirectory serviceCore dumpUniverse (mathematics)Exception handlingSoftwarePerspective (visual)Capability Maturity ModelStudent's t-testInteractive televisionSoftware testingComputer animation
14:08
Overhead (computing)Memory managementVirtual machineResource allocationProcess (computing)Multiplication signReduced instruction set computingStability theoryLecture/Conference
Transcript: English(auto-generated)