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Articles tagged with #costoptimization
Building CloudWise has given me a unique view into AWS spending patterns across hundreds of accounts. The Problem Many teams struggle to detect anomalous spending, leading to unexpected bills. What the Data Shows After analyzing $10M in AWS spend, he...
ElastiCache looks straightforward on the bill. You pick a node type, maybe add a replica for high availability, and move on. Then the invoice arrives and the number is bigger than the mental math suggested. The gap usually comes from one of five plac...
EMR looks simple on the bill. You launch a cluster, run Spark jobs, and terminate when done. The problem is most teams do not terminate when they think they do. That is where the money disappears. EMR Has Two Price Tags Every EMR instance has two sep...
OpenSearch can look cheap at first glance, then surprise you in the monthly bill. Most teams look at one line item and assume that is "the OpenSearch cost." In reality, OpenSearch spend is a composite of compute, storage, backups, and data movement, ...
Timestream can look simple on the bill until you break down the line items. Most teams think in terms of "stored data," but Amazon Timestream for LiveAnalytics is billed across multiple meters that move independently. If you only watch one number, yo...
You deployed a SageMaker notebook to prototype a model. A week later, your AWS bill has a $280 line item you can't explain. Sound familiar? SageMaker is one of the most powerful ML platforms on AWS — and one of the most confusing to bill for. Unlike ...
