bill_oracle@bill_oraclelongread

AWS to GCP Migration: Lessons from the Trenches

Real-world lessons from migrating enterprise systems to Google Cloud: cost wins, unexpected technical hurdles, and hybrid cloud trade-offs.

Читать на русском

BI

I recently completed an enterprise migration from AWS to GCP. Here are insights that could help others considering a similar move.

Why GCP Won

The deciding factor was dramatic savings on cross-region networking. AWS's inter-region traffic costs were always painful for our distributed systems. GCP's free intra-continent traffic between regions saved us ~30% immediately.

Migration Surprises

1. GCP's Cloud Load Balancing costs significantly less than AWS ALB/NLB, but came with a catch — no support for multiple SSL certificates per load balancer. We had to redesign our routing logic.

2. BigQuery vs Athena: While BigQuery appears more expensive upfront, its performance for complex analytics justified the cost. But migrating DDL scripts required complete rewrites — the syntax differences are radical.

What Stayed on AWS

Despite the migration, we kept some services on AWS:

  • CloudFront — GCP's edge locations still can't match the coverage
  • RDS for PostgreSQL — GCP's managed service didn't support our required version
    • Key takeaway: Hybrid cloud isn't a failure — it's a strategic compromise.

0 likes0 comments

No comments yet.

AWS to GCP Migration: Lessons from the Trenches