Technical deep-dives on AWS cost optimization. Real data, no fluff.
10 posts tagged "Cost Optimization"
Amazon Timestream billing is not just storage. This guide breaks down writes, query TCUs, memory store, magnetic store, retention, and common cost traps with accurate pricing mechanics.
EMR costs are not just EC2. This breakdown explains the EMR surcharge, EBS carry cost, and why WAITING clusters quietly drain budgets.
Amazon MQ looks simple on the bill until you pull it apart. Here's where the money goes — broker instances, HA costs, storage, and the idle broker problem.
OpenSearch spend is a composite of compute, storage, backups, and data movement. Here's how to model the full stack and find the dominant cost driver.
NAT Gateways quietly burn $32.85 per month each — whether they process a terabyte of data or zero bytes. Here's how to find and eliminate idle ones.
EC2 looks simple on the bill — until you pull it apart. Here's where the real costs hide: EBS storage, snapshots, Elastic IPs, and the idle tax.
SageMaker has 12+ independent billing dimensions. This post breaks down every component — notebooks, training, endpoints, storage — with real numbers and the traps that catch experienced AWS engineers.
Product update from the Onsystem journey The Problem Many users struggled to monitor AWS...
Building Onsystem has given me a unique view into AWS spending patterns across hundreds of...
