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Learn how to modernize legacy financial systems through event-driven architecture in this 35-minute conference talk featuring Muzeeb Muhammad, Senior Manager at JPMorgan Chase. Explore practical strategies for migrating from mainframe systems to Kafka-based event-driven architectures without disrupting critical financial operations. Discover the implementation of the "Strangler Fig" pattern for gradual system replacement, asynchronous processing techniques, and methods for achieving stakeholder buy-in during major architectural transformations. Examine the trade-offs and benefits of event-driven systems in financial contexts, including reliability patterns, observability practices, and the role of AI in engineering monitoring. Gain insights into the paradigm shift from standalone solutions to platform-based approaches, anomaly detection applications for both financial and engineering use cases, and emerging AI trends in financial services. Access detailed timestamps covering foundations of event-driven systems, legacy migration patterns, architecture modernization motivations, and future outlook for financial system evolution.
Syllabus
- Intro
- Foundations of event-driven systems
- Trade-offs and benefits of event-driven financial systems
- Reliability in practice
- Financial industry context
- Event streaming as a legacy migration pattern
- Stakeholder buy-in for a new architecture
- Motivation for architecture modernization
- The paradigm shift from building standalone solutions to having a platform
- AI trends in financial services
- Anomaly detection can be for engineering as well as finance
- Looking ahead for financial systems
- Wrap-up
Taught by
InfoQ