CEP: Event-Decision Architecture for PredictiveBusiness, Centre for Strategic Infocomm Technologies (CSIT), Singapore July 26, 2006, Tim Bass, CISSP, Principal Global Architect, Director, TIBCO Software Inc.
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
CEP: Event-Decision Architecture for PredictiveBusiness, July 2006
1. CEP: Event-Decision Architecture for PredictiveBusiness TM Centre for Strategic Infocomm Technologies (CSIT), Singapore July 26, 2006 Tim Bass, CISSP Principal Global Architect, Director TIBCO Software Inc.
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4. A Vocabulary of Confusion (Work in Progress) Resource Management Data Fusion Sensor Fusion Information Fusion Tracking Data Mining Correlation Planning Complex Event Processing Processing Management Sensor Management Control Estimation Event Stream Processing Adapted from: Steinberg, A., & Bowman, C., CRC Press, 2001
12. Event-Decision Hierarchy 22 Impact Assessment Situational Assessment Relationship of Events Identify Events Location, Times and Rates of Events of Interest Existence of Possible Event of Interest Data/Event Cloud Analysis of Situation & Plans Contextual and Causal Analysis Causal Analysis, Bayesian Belief Networks, NNs, Correlation, State Estimation, Classification Use of Distributed Sensors for Estimations Raw Sensor Data (Passive and Active) Adapted from: Waltz, E. & Llinas, J., Multisensor Data Fusion, 1990 HIGH LOW MED
13. Event-Decision High Level Architecture 22 EVENT CLOUD (DISTRIBUTED DATA SET) KS KS KS KS KS KS KS KS KS KS KS KS KS KS Adapted from: Engelmore, R. S., Morgan, A.J., & and Nii, H. P., Blackboard Systems, 1988 & Luckham, D., The Power of Events, 2002
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15. Event-Decision Reference Architecture 24 EVENT PRE-PROCESSING EVENT SOURCES EXTERNAL . . . LEVEL ONE EVENT REFINEMENT USER INTERFACE COMPLEX EVENT PROCESSING (CEP) DB MANAGEMENT Historical Data Profiles & Patterns DISTRIBUTED LOCAL EVENT SERVICES . . EVENT PROFILES . . DATA BASES . . OTHER DATA LEVEL TWO SITUATION REFINEMENT LEVEL THREE IMPACT ASSESSMENT LEVEL FOUR PROCESS REFINEMENT Adapted from JDL: Steinberg, A., & Bowman, C., Handbook of Multisensor Data Fusion, CRC Press, 2001