revolutionizing-scientific-simulations-with-argo-workflows-zhi-argoke-shaungkun-tian-yashi-su-alibaba-cloud.pdf

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1、Revolutionizing Scientific Simulations with Argo WorkflowsShuangkun Tian&Yashi Su Alibaba CloudAbout UsShuangkun,TianAlibaba Cloud Software EngineerArgo Community MaintainerYashi,SuAlibaba Cloud Software EngineerArgo Community ContributerAgenda1.Characteristics of Scientific Simulations2.Why Choose

2、Argo Workflow?3.Challenges,Reflections,and Best Practices4.Demo:Molecular Dynamics SimulationAgenda1.Characteristics of Scientific Simulations2.Why Choose Argo Workflow?3.Challenges,Reflections,and Best Practices4.Demo:Molecular Dynamics Simulation1.What is Scientific SimulationsSimulation Target De

3、finitionData PreparationResults Collection and AnalysisData PreparationData PreparationModel SelectionModel SelectionModel SelectionModel SelectionParameter InjectionParameter InjectionParameter InjectionParameter InjectionSimulation ModelingSimulation ModelingSimulation ModelingFig 1.An Example of

4、A Scientific SimulationModel SelectionAgenda1.Characteristics of Scientific Simulations2.Why Choose Argo Workflow?3.Challenges,Reflections,and Best Practices4.Demo:Molecular Dynamics Simulation2.Container-Native Workflow EngineUse Cases:Machine Learning PipelinesData/Batch ProcessingInfrastructure A

5、utoMationCI/CDFig 1.UI Interface of An Argo Workflow2.Workflow DefinitionapiVersion:argoproj.io/v1alpha1kind:Workflowmetadata:generateName:hello-world-spec:entrypoint:hello-world-exampletemplates:-name:hello-world-examplesteps:-name:generate-artifacttemplate:whalesay-name:whalesaycontainer:image:doc

6、ker/whalesay:latestcommand:sh,-cargs:cowsay hello world|tee/tmp/hello_world.txtoutputs:artifacts:-name:hello-artpath:/tmp/hello_world.txtstatus:nodes:hello-world-example-6ftnvtaskResultsCompletionStatus:hello-world-example-6ftnv:falsephase:RunningDepenency Definition:Serial dependencites/Complex DAG