Convergence of Serverless APIs & Compute
summary
Survey of concrete patterns and tools: event-driven ETL, notifications, CMS thumbnails, client-auth proxies, live migrations and IoT ingestion using Firebase, Cloud Firestore, BigQuery, Vision API, Pub/Sub, Cloud Functions, S3/SNS and Elastic Beanstalk, Stripe and Magento. Case highlights: Guesswork runs recommendations for 100 million users with three developers; a force-plate app performs a live migration with zero downtime via Google Cloud Functions. Notes limits (9-minute functions) and operational gaps around observability and debugging.
AI-written summary · about
chapters (17)
- 0:00Start
- 4:29Cloud Datastore
- 6:04Data Pipelines
- 6:40Notifications
- 7:53Firestore
- 8:23Content Management
- 8:44Client Access
- 10:05Live Data Migration
- 10:47Use Cases
- 16:22Content Management System
- 18:58The Vision Api
- 22:18Pain Points
- 22:59Observability
- 24:43Security
- 25:40Summary
- 28:20Cloudflare
- 31:35How Long Should Functions Run
related talks
31mAccelerate business innovation with serverless applications
58mServerless - the brief past, the bewildering present, and the beautiful (?) future
29mHow to build a social network on serverless
39mServerless in production, an experience report
01h 02mServerless Architecture Patterns
01h 00mServerless - reality or BS - notes from the trenches
49mServerless Architectural Patterns and Best Practices
38mServerless tools for machine learning, big data and app backends
