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Author: Ott

Amazon sagemaker cost optimization: A guide to leaner machine learning

SageMaker cost waste

Reduce AWS SageMaker costs by up to 40%. Learn to optimize machine learning training, inference, and storage with spot instances and right-sizing techniques.

Everything you need to know about AWS Direct Connect pricing

Direct Connect cost levers

Understand AWS Direct Connect pricing by exploring port-hour costs for dedicated and hosted connections, data transfer fees, and hidden third-party expenses.

AWS secrets manager pricing: How to estimate and optimize your spend

Secrets cost drivers

AWS Secrets Manager costs $0.40 per secret and $0.05 per 10,000 API calls. Learn to estimate costs and use client-side caching to reduce your monthly bill.

Amazon ECR pricing: A guide to storage, transfer, and scanning fees

ECR cost drivers

Understand Amazon ECR pricing for storage, data transfer, and scanning fees. Optimize your costs with VPC endpoints and automated image lifecycle policies.

AWS Batch cost management: strategies for scalable savings

Batch resource billing

Learn effective AWS Batch cost management strategies using Spot Instances, Graviton, and smart allocation to maintain throughput while reducing cloud spend.

Technical strategies for AWS Kinesis cost optimization

Capacity mode comparison

Reduce AWS Kinesis costs by 30-40%. Learn technical strategies for shard rightsizing, capacity modes, consumer patterns, and retention settings.

AWS support plan comparison: Finding the right fit for your infrastructure

AWS support tiers

Compare Basic, Developer, Business, and Enterprise AWS support plans. Find the right tier for your infrastructure and learn how to reduce monthly support fees.

Amazon CloudWatch pricing: A guide to decoding and reducing your observability spend

CloudWatch cost black box

Master Amazon CloudWatch pricing to reduce your AWS bill. Learn how to manage costs for metrics, logs, and alarms while avoiding high-cardinality traps.

AWS Glue cost management: Strategies to reduce ETL spend

Overprovisioned DPU costs

Optimize AWS Glue costs by right-sizing DPUs, enabling auto scaling, and using Flex jobs. Learn to monitor ETL workloads and implement cost-saving measures.

Amazon SQS pricing guide: how to estimate and manage messaging costs

Empty request costs

Understand Amazon SQS pricing for standard and FIFO queues. Learn how 64 KB metering, batching, and long polling can help you optimize costs and reduce fees.

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