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Build GenAI Apps from Scratch — UCSB PaCE Certificate Program
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Explore how to build a real-time earthquake alert system using serverless architecture and Confluent Kafka in this 36-minute conference talk from Conf42 SRE 2025. Learn about the motivation behind creating modern earthquake alert systems and examine current system limitations before diving into data source challenges and solutions. Discover how to design and implement a serverless architecture that integrates seamlessly with Kafka for optimal performance and scalability. Walk through detailed system architecture components, understand Kafka integration strategies and optimization techniques, and explore auto-scaling capabilities for handling variable workloads. Gain insights into future improvements and directions for serverless earthquake monitoring systems, with practical examples and real-world implementation considerations throughout the presentation.
Syllabus
00:00 Introduction and Session Overview
02:24 Project Background and Motivation
02:42 Current Earthquake Alert Systems
04:41 Data Sources and Initial Challenges
07:58 Serverless Architecture and Design
09:24 Detailed System Architecture
15:58 Kafka Integration and Optimization
28:54 Auto Scaling and Future Improvements
34:05 Conclusion and Future Directions
Taught by
Conf42