Google Cloud Platform: Cloud Functions, App Engine vs Container Engine.
summary
Concrete comparisons and examples of moving services between App Engine Standard, App Engine Flexible and Container Engine, plus Cloud Functions examples that actually run. App Engine Standard is fully sandboxed with limited OS access and deploys very fast; App Engine Flex is connectable to VPCs and internal databases and runs containers managed by the platform; Container Engine (GKE) is Docker-based clusters with full control, cross-zone cluster peering and autoscaling. Demonstrations include a serverless image OCR/translation pipeline using Cloud Functions + Vision API, 30s deploys, and claims of handling millions of requests/sec and ~15–24% cost differences.
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chapters (12)
- 0:00GCP introduction
- 6:54Cloud Functions vs App Engine
- 9:06App Engine vs Container Engine
- 12:22Cloud Functions triggers demo
- 15:04Google Cloud partners
- 18:17Cost savings on GCP
- 22:58Choosing VMs
- 26:24GCP market competitors
- 30:16Data compliance
- 32:05Pricing and costs
- 33:17Logistics case study
- 34:56Conclusion and Q&A
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