Cloud Cost Anomaly Detection: How to Catch Spend Spikes Before They Hit Your...
Cloud cost anomalies don't always announce themselves. A scaling event, an S3 surge, a bad deployment, or a runaway Lambda adds thousands of dollars before anyone notices. Anomaly detection flips this...
View ArticleAWS SageMaker Cost Optimization: Cut ML Training and Inference Spend Without...
AWS SageMaker training costs spiral when teams treat managed ML infrastructure like traditional compute. A single ml.g5.12xlarge instance runs $5.672 per hour in us-east-1. Leave it running through a...
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Amazon DocumentDB Cost Optimization: How to Reduce Database Costs
Amazon DocumentDB promises MongoDB compatibility without the operational overhead of managing your own cluster. But that convenience comes at a price—and for teams migrating from self-managed MongoDB,...
View ArticleAWS DMS Cost Optimization: How to Reduce Database Migration Costs
Database migrations rarely go exactly as planned. What starts as a straightforward lift-and-shift often becomes a multi-week parallel-running window with mounting costs. AWS Database Migration Service...
View ArticleAmazon Keyspaces Cost Optimization: How to Reduce Costs
Amazon Keyspaces offers a fully managed, serverless Apache Cassandra-compatible database — but costs can escalate quickly if you're not careful about capacity mode selection, consistency levels, and...
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