DynaSoar A Scalable Architecture for High Performance AI Applications

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    02-Jan-2016

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DynaSoar A Scalable Architecture for High Performance AI Applications. Syed Enam-ur-Rehman Department of Computer Engineering Sir Syed University of Engineering & Technology. AI Trends & Applications. Large Simulations Behavioral / Social Modeling Control Systems Resource Management. - PowerPoint PPT Presentation

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  • DynaSoar A Scalable Architecture for High Performance AI Applications Syed Enam-ur-Rehman

    Department of Computer Engineering Sir Syed University of Engineering & Technology

  • AI Trends & ApplicationsLarge Simulations

    Behavioral / Social Modeling

    Control Systems

    Resource Management

  • Multi Agent SystemsComputation Intensive

    Data Intensive

    Communication Intensive

  • Goals & ObjectivesHigh Performance

    Transparency

    Single System Image

    Lower cost to performance ratio

  • The Architecture

  • SoarSoar KernelCore AI EngineAgent Maintenance and Execution

    Soar APIWrapper to Soar KernelAbstraction

  • SchedulerPredective Task Scheduling

    Load Balancing

    Asymmetric Systems

    Distributed Centralized

  • Resource AnalyzerSpecifications

    Availability

    Usage History

  • INCM (Inter Node Communication Module)GatewayRequest DispatchRequest BlockSearchingAllocation Tables & UpdatingAbundant I/O Channels

  • DSAPI(Distributed Soar API)InterfaceUtilizes INCMAbstractionTransparencySSIAgent CreationAgent Interaction

  • EnvironmentUser-space

    Utilizes DSAPI

    Single Entry Point

    Distributed & Concentrated

  • Utility ServerMonitoringConfigurationRegistrationMaster Allocation TableBackup

  • Development Phases

  • Scheduling Parameters

  • Scheduling PolicyIf TRTO = 0If TRTO > 0For simulation purpose:

  • Speculation

  • ConclusionSeparate Execution of Soar & Environment

    Uniform gain

    Easier to implement Large AI Applications

  • Enquiries

    Syed Enam-ur-Rehman (senam@ieee.org)

    Usman Azeem Usmani (usman@vetolimits.com)

    Nabeel Shaheen (nabeel@vetolimits.com)

    Qazi Raheel Akhtar (raheel@vetolimits.com ) http://sourceforge.net/projects/dynasoar/

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