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Starts 2 June 2025 14:53

Ends 2 June 2025

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Complex Event Processing - CEP 10,000 Foot View

Explore Complex Event Processing from a high-level perspective, understanding its concepts, applications, and impact on data analysis and decision-making in real-time systems.
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Overview

Explore Complex Event Processing from a high-level perspective, understanding its concepts, applications, and impact on data analysis and decision-making in real-time systems.

Syllabus

  • Introduction to Complex Event Processing (CEP)
  • Definition and key concepts
    Historical evolution of CEP
    Overview of CEP architecture and components
  • Theoretical Foundations of CEP
  • Event types and hierarchies
    Event patterns and pattern matching
    Temporal constraints in event processing
  • CEP Applications and Use Cases
  • Financial services and fraud detection
    Real-time monitoring and alerting systems
    IoT and sensor data processing
    Business process management and optimization
  • CEP in Real-Time Data Analysis
  • Integration with data streams and big data technologies
    Synergy with machine learning and analytics
    Challenges in real-time data processing
  • CEP Tools and Frameworks
  • Overview of popular CEP engines (e.g., Apache Flink, WSO2)
    Criteria for selecting CEP tools
    Integration with existing IT infrastructure
  • Impact of CEP on Decision-Making
  • Improved decision-making through real-time insights
    Automation of operational and strategic decisions
    Case studies demonstrating impact and ROI
  • Future Trends in CEP
  • Advances in CEP technology and standards
    Emerging applications and industry trends
    Potential impact of advancements in AI on CEP systems
  • Summary and Conclusion
  • Recap of key concepts and applications
    Final thoughts on the role of CEP in modern data-centric environments
  • Additional Resources
  • Recommended reading and external resources
    Overview of key industry conferences and community groups

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