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