Download Your Kubernetes Cost Optimization Guide
Get the e-book: The boring resource decisions that actually determine your cloud spend on Kubernetes clusters.
Get the e-book: The boring resource decisions that actually determine your cloud spend on Kubernetes clusters.
- File type
- Whitepaper
- Pages
- 24 pages
- File size
- 2.3 MB
A team running 50 nodes never checked actual resource utilization. When examined, CPU averaged 15% and memory 25%. Requests were 3-4x what workloads used. Right-sizing requests dropped them to 20 nodes—a 60% cost reduction with zero performance impact. Workloads didn’t notice because they never used the resources they’d requested. Compute is 60-80% of Kubernetes spend, yet most teams have no visibility into whether requests match actual usage. Developers request “enough” with padding. Clusters run at 20-30% utilization while paying for 100%.
This complete guide teaches you how to eliminate Kubernetes waste and optimize spend.
Read this e-book to understand:
- Requests vs. limits: why requests determine node count and limits control enforcement
- The over-provisioning problem: quantifying waste using P99 usage plus buffers
- Historical usage analysis: Prometheus queries to identify over-provisioned workloads
- Right-sizing strategies: Vertical Pod Autoscaler, manual analysis, and iterative improvement
- Spot instances and bin packing: using cheaper compute and improving node utilization
- Cluster autoscaling: scaling down underutilized clusters and handling peak traffic safely
- Measuring ROI: tracking efficiency metrics and validating cost reductions
Download Your Kubernetes Cost Optimization Guide now to reduce cloud spend without compromising performance.
Download Your Kubernetes Cost Optimization Guide
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