EKS Performance Benchmark Reports
Performance benchmark reports measured based on real workloads in EKS environments. Validate architecture decisions and optimization directions with data.
Networking
| # | Report | Status |
|---|---|---|
| 1 | VPC CNI vs Cilium Network Performance Comparison | ✅ Complete |
| 2 | Gateway API Implementation Performance Comparison | 📋 Planned |
AI/ML Inference
| # | Report | Status |
|---|---|---|
| 3 | Llama 4 FM Serving: GPU vs Custom Silicon | ✅ Complete |
| 4 | Inference Platform: AgentCore vs EKS Self-Built | 📋 Planned |
| 5 | NVIDIA Dynamo Inference Benchmark | 🆕 New |
Infrastructure & Operations
| # | Report | Status |
|---|---|---|
| 6 | Infrastructure Performance | 🔜 Upcoming |
| 7 | Hybrid Infrastructure | 🔜 Upcoming |
| 8 | Security & Operations | 🔜 Upcoming |
Benchmark Methodology
All benchmarks follow these principles:
- Reproducibility: Test environment, tools, and configuration are specified
- Statistical Significance: Reliable results through sufficient repeated runs
- Fair Comparison: Measurements taken under identical conditions across comparison targets
- Real Workloads: Tests that closely resemble actual patterns are prioritized over synthetic benchmarks
Report Structure
Each benchmark report follows a consistent structure:
- Test Environment: Cluster specs, node types, network configuration
- Test Tools: Benchmark tools and versions used
- Test Scenarios: Specific test case descriptions
- Results: Data, charts, analysis
- Recommendations: Optimization suggestions based on results