System optimization, profiling, and benchmarking — books, latency research, profiling tools, and load-test frameworks. Links open in a new tab.
Books
| Resource | What | Link |
| Systems Performance — Brendan Gregg | Enterprise + cloud guide. | book |
| High Performance Browser Networking — Grigorik | Web perf strategies. Free. | book |
| Designing Data-Intensive Applications — Kleppmann | Reliable, maintainable systems. | book |
| The Art of Computer Systems Performance Analysis — Jain | Systematic evaluation. | book |
Research Papers
| Resource | What | Link |
| The Tail at Scale | Google on latency. | site |
| Power Laws, Pareto & Zipf's Law | Performance patterns. | arXiv |
| The Tail at Scale | Latency at scale, Dean & Barroso. | pdf |
| The Datacenter as a Computer | Warehouse-scale. | site |
GitHub Repositories
| Resource | What | Link |
| Awesome Performance | Curated resources. | repo |
| FlameGraph | Profiling visualization. | repo |
| linux-perf-examples | perf usage examples. | repo |
| Awesome HTTP Benchmark | Benchmarking tools. | repo |
Videos & Courses
| Resource | What | Link |
| Brendan Gregg — Performance Talks | Systems perf lectures. | video |
| Parallel/High Performance Computing | Coursera. | course |
| Website Performance Optimization | Udacity. | course |
| Resource | What | Link |
| perf | Linux profiling. | site |
| FlameGraph | Perf visualization. | repo |
| wrk | HTTP benchmarking. | repo |
| JMeter | Load/stress testing. | site |
| Gatling | Performance testing. | site |
Articles & Blogs
| Resource | What | Link |
| Brendan Gregg's Blog | Systems performance. | site |
| Netflix Tech Blog — Performance | Optimization at scale. | site |
| web.dev — Performance | Web perf best practices. | site |
| High Scalability | Perf case studies. | site |
Recommended Reading
| Resource | What | Link |
| Performance Methodology | Brendan Gregg's method. | site |
| Latency Numbers Every Programmer Should Know | Reference metrics. | repo |
| Web Performance Scoring | Measurement methodology. | site |
where to start
Read Systems Performance, learn FlameGraphs + perf, memorize latency numbers, and load-test with wrk/JMeter/Gatling.