pinaca.cloud is an independent cloud consultancy that cuts your cloud bill with committed-use discounts, Kubernetes rightsizing, GPU fleet optimization, and defensible savings plan strategy.https://pinaka.cloud/https://pinaka.cloud/blog/spot-interruption-rates-by-instance-family/https://pinaka.cloud/blog/spot-interruption-rates-by-instance-family/We analyzed 6 months of spot interruption data across 40+ instance families. The patterns aren't what most teams assume.Tue, 01 Apr 2025 00:00:00 GMThttps://pinaka.cloud/blog/gpu-utilization-monitoring-with-dcgm/https://pinaka.cloud/blog/gpu-utilization-monitoring-with-dcgm/nvidia-smi reports GPU utilization as a binary: was a kernel running? DCGM gives you the actual metrics you need for capacity planning.Sat, 01 Mar 2025 00:00:00 GMThttps://pinaka.cloud/blog/reserved-instances-vs-savings-plans-vs-cuds/https://pinaka.cloud/blog/reserved-instances-vs-savings-plans-vs-cuds/A side-by-side comparison of commitment discount mechanisms across AWS, GCP, and Azure with break-even analysis and portfolio strategy.Sat, 01 Feb 2025 00:00:00 GMT