Syed Enam-ur-RehmanSyed Enam-ur-Rehman
Department of Computer EngineeringDepartment of Computer EngineeringSir Syed University of Engineering & TechnologySir Syed University of Engineering & Technology
DynaSoar A Scalable Architecture for High Performance AI Applications
AI Trends & ApplicationsAI Trends & Applications
Large SimulationsLarge Simulations
Behavioral / Social ModelingBehavioral / Social Modeling
Control SystemsControl Systems
Resource ManagementResource Management
Multi Agent SystemsMulti Agent Systems
Computation IntensiveComputation Intensive
Data IntensiveData Intensive
Communication IntensiveCommunication Intensive
Goals & ObjectivesGoals & Objectives
High PerformanceHigh Performance
TransparencyTransparency
Single System ImageSingle System Image
Lower cost to performance ratioLower cost to performance ratio
The ArchitectureThe Architecture
. . . INCM
DSAPI
Environment
EnvironmentNode 1
EnvironmentNode n
INCM
DSAPI
Environment
Utility Server
Management MonitoringRegistration
INCM
SK Soar KernelRA Resource AnalyzerSch SchedulerINCM Inter-Node Communication Module
DSAPI Distributed Soar API
. . .
DynaSoar Node 1
SK
Soar API
SchRA
INCM
DynaSoar Node n
SK
Soar API
SchRA
INCM
SoarSoar
Soar KernelSoar Kernel Core AI EngineCore AI Engine Agent Maintenance and ExecutionAgent Maintenance and Execution
Soar APISoar API Wrapper to Soar KernelWrapper to Soar Kernel AbstractionAbstraction
SchedulerScheduler
Predective Task SchedulingPredective Task Scheduling
Load BalancingLoad Balancing
Asymmetric SystemsAsymmetric Systems
Distributed CentralizedDistributed Centralized
Resource AnalyzerResource Analyzer
SpecificationsSpecifications
AvailabilityAvailability
Usage HistoryUsage History
INCM (Inter Node Communication Module)INCM (Inter Node Communication Module)
GatewayGateway Request DispatchRequest Dispatch Request BlockRequest Block SearchingSearching Allocation Tables & UpdatingAllocation Tables & Updating Abundant I/O ChannelsAbundant I/O Channels
DSAPI(Distributed Soar API)DSAPI(Distributed Soar API)
InterfaceInterface Utilizes INCMUtilizes INCM AbstractionAbstraction TransparencyTransparency SSISSI Agent CreationAgent Creation Agent InteractionAgent Interaction
EnvironmentEnvironment
User-spaceUser-space
Utilizes DSAPIUtilizes DSAPI
Single Entry PointSingle Entry Point
Distributed & ConcentratedDistributed & Concentrated
Utility ServerUtility Server
MonitoringMonitoring ConfigurationConfiguration RegistrationRegistration Master Allocation TableMaster Allocation Table BackupBackup
Development PhasesDevelopment Phases
Scheduling ParametersScheduling Parameters
Scheduling PolicyScheduling Policy
If TRTO = 0
XR
T EXPACT
If TRTO > 0
ACT
RTOACT R
TT
For simulation purpose:
XR
T ACTRTO
newnACTnEXP
nEXP RRR
R
2)()1(
)(
ACTEXPXPE TRT
SpeculationSpeculation
ConclusionConclusion
Separate Execution of Soar & EnvironmentSeparate Execution of Soar & Environment
Uniform gainUniform gain
Easier to implement Large AI ApplicationsEasier to implement Large AI Applications
EnquiriesEnquiries
Syed Enam-ur-Rehman ([email protected])
Usman Azeem Usmani ([email protected])
Nabeel Shaheen ([email protected])
Qazi Raheel Akhtar ([email protected] )
http://sourceforge.net/projects/dynasoar/
Recommended
