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Master Worker Paradigm Support in Software Component Models Hinde Bouziane, Christian Pérez PARIS Research Team INRIA/IRISA Rennes ANR CIGC LEGO (ANR-05-CICG-11) Bordeaux, 2006, December 11 th
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Master-worker applications Understanding very high energy cosmic rays AUGER Project (LRI/LAL-IN2P3) XtremWeb Neuron Simulation with MCELL CRPC Rice University NetSolve
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Problem overview Simultaneous independent computations (~ForAll loop) Dedicated API/environments BOINC, XTremWEB, DIET, NetSolve, Nimrod/G,... worker Master worker Workers collection Requests transport Scheduling Fault tolerance
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Limits with current component models Different infrastructures Multi-core processors, SMP, clusters, grids, etc. Resources dependant properties Number of workers Request transport and scheduling policy At the burden of the programmer Complex No transparence Objectives Transparency Re-use existing MW environments W W worker master request delivery policy W W worker
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Features of the model Resources infrastructure independence Transparency No dealing with the number of workers No dealing with request delivery concerns An initial number of workers depending on the current resources infrastructure Introduction of a request delivery policy depending on the current resources infrastructure
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Abstract master and worker composition (1/2): a collection Collection definition Exposed provided port worker W1 Wn W2 Wi Type1Type3 Type2 Type1 T1x Type2 T2y Type3 T3z Collection at execution Instantiation
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Abstract master and worker composition (2/2): abstract assembly Composing components with collections ≈ Component composition m Type1Type3 Type2 X
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Integration of a request delivery policy (1/2): transformation Abstract ADL ->concrete ADL Round-Robin Deployment environment Transformation process Round-Robin
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Integration of a request delivery policy (2/2): patterns w w w M Round-Robin / Random LA M w w w MA Simple component based pattern Hierarchical scheduling pattern DIET pattern M Random w w Round-Robin w w
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Sum up deployment environment Transformation Round-Robin Programmer/designer view Components Collections Abstract assembly During deployment phase #workers + Pattern selection Set of patterns
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Extending the CORBA Component Model
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Case of study: CCM Master and worker component definition Interface Description Language (IDL3) Collection definition in two steps External view: IDL3 extension Internal content and bindings: Collection Description Language (CDL) in XML format interface Compute {..} ; component master { uses Compute m_port; }; component worker { provides Compute w_port; }; collection coll { provides Compute c_port; }; <internPort elemType=“worker“ port=“w_port"/> c_port worker masterworker w_port m_port
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Experimenting MW in CCM Synthetic MW application Benchmark Several flavor of the master Sequential or parallel operation invocations Latency & bandwidth oriented request Regular or irregular request bench Work generated by one request Several transport request policy component None (direct connection from master to workers) Round-robin proxy Random proxy DIET
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MW CCM & DIET Client & Server-side DIET Component Wrapper Conversion between IDL & DIET data representation Home-made CCM compiler DIET support Generate adequate code for client & server side components Control with special comments in IDL3 LA Client Component Server component w w MA M w w
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Discussion MW support for Component Model Map to CCM, CCA & Fractal Easy to port application All the work is to componentize the applications Two applications have been ported Experiments are in progress What to measure? Which API? Data dypes Bunch of calls (~ForAll loops?) DIET deployed as CCM executable CSD supports executable DIET hierarchy described in CAD files! Current ADAGE planner is not aware of DIET specificity Deployment control through associate element of the ADAGE control parameters
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