About

Roofline Notes is a personal technical blog for processor architecture, GPU performance, algorithms, and LLM systems.

The site is built to support long-form writing, diagrams, short videos, interactive plots, and small tools that make hardware and performance ideas easier to inspect.

Topics

• Processor architecture and memory systems
• GPU kernels and performance analysis
• Roofline models and throughput limits
• LLM inference, batching, KV cache behavior, and quantization
• Algorithms as they meet real hardware constraints