A rigorous, measurement-based comparison of fundamental systems programming patterns in C++20 and Rust (stable).
See full article.
| Pattern | C++ Approach | Rust Approach |
|---|---|---|
| RAII Resource Management | Smart pointers, RAII guards | Drop trait, ownership |
| Lock-Free Ring Buffer | std::atomic | crossbeam/std::sync::atomic |
| Async I/O Pipeline | C++20 coroutines | tokio |
| Zero-Copy String Processing | string_view, SSO | &str slices, Cow |
├── cpp/
│ ├── CMakeLists.txt # Top-level CMake config
│ ├── raii/ # RAII pattern
│ ├── ringbuffer/ # Lock-free ring buffer
│ ├── async_io/ # Async I/O pipeline
│ └── string_processing/ # Zero-copy strings
├── rust/
│ ├── Cargo.toml # Workspace config
│ ├── raii/ # RAII pattern
│ ├── ringbuffer/ # Lock-free ring buffer
│ ├── async_io/ # Async I/O pipeline
│ └── string_processing/ # Zero-copy strings
├── results/ # Benchmark results
├── scripts/
│ ├── run_benchmarks.py # Main runner
│ └── generate_report.py # Report generator
└── README.md
- CMake 3.20+
- GCC 12+ or Clang 15+ (C++20 support)
- Google Benchmark
- Valgrind (memory profiling)
- perf (Linux profiling)
- Rust 1.75+ (stable)
- Cargo
- Python 3.10+
- matplotlib, pandas, numpy
cd cpp
cmake -B build -DCMAKE_BUILD_TYPE=Release
cmake --build build -j$(nproc)cd rust
cargo build --release# Run all benchmarks
python scripts/run_benchmarks.py --all
# Run specific pattern
python scripts/run_benchmarks.py --pattern ringbuffer
# Generate comparison report
python scripts/generate_report.py- Warm-up: Each benchmark runs warm-up iterations to stabilize caches
- Statistical rigor: Multiple samples, outlier detection, confidence intervals
- Fair comparison: Same hardware, same workloads, same measurement methodology
- Idiomatic code: Each implementation follows language best practices
Benchmarks should be run on consistent hardware. Results include:
- CPU model, cache sizes
- RAM speed
- OS/kernel version
- Compiler versions
MIT