tag: Amazon-Ecs · 4 items
- Platform/SRE — Plan: GA feature that meaningfully changes GPU capacity planning on ECS — teams running small-model inference or multi-model serving should evaluate adopting MPS sharing to improve GPU utilization and reduce per-workload instance costs this quarter.
- CI/CD — Skip
- Leader — Learn: GPU workload cost density improvement is worth noting for teams with ML inference spend on ECS, but adoption is optional and operational — no strategic vendor, licensing, or pricing-model decision required.
- Platform/SRE — Plan: New GA managed-service capability that changes how ECS ingress is architected — centralized ALB lifecycle management and ALB sharing across up to 25 services could simplify governance and reduce load balancer sprawl. Evaluate ECS Gateway as an alternative to custom ALB provisioning patterns in ECS environments this quarter.
- CI/CD — Skip
- Leader — Learn: ECS Gateway introduces a platform-team-governs, app-team-inherits model for ingress networking, and ALB sharing (up to 25 services) offers a cost optimization angle worth noting for FinOps reviews — but it forces no strategic decision today.
- Platform/SRE — Learn: Teams running ECS Managed Daemons (e.g. CloudWatch agents, sidecar proxies) now have a single console pane showing deployment progress, circuit-breaker state, and failure reasons with log links — no configuration needed, just available. Worth knowing but requires no action or planning.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: New GA ECS capability lets you right-size GPU containers (1/8, 1/4, or 1/2 of an L4 GPU) on G6f instances, with CloudWatch GPU metrics and automatic health monitoring included. Evaluate this quarter if you run ECS-based AI inference or rendering workloads where full-GPU allocation is wasteful.
- CI/CD — Skip
- Leader — Learn: Fractional GPU scheduling in ECS reduces the cost floor for small-model inference and GPU experimentation workloads; worth factoring into GPU cost optimization reviews if the org runs AI workloads on ECS.