AlexWebLab

Explore a wide range of web development topics, from JavaScript to React and beyond, and uncover valuable insights to enhance your skills.

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Latest 2 articles:

An Inference Service Is a Scheduler: Batching, Prefill, and Prompt Caching

October 28, 2026

Scalability & Reliability AI Engineering ✨

Serving a language model is a scheduling problem as much as a model problem. Learn how batch policies, prefill-decode separation, and prompt caching shape throughput, time to first token, fairness, cost, and data isolation.

Inference Is a Memory Problem: KV Caches, Quantization, and Faster Decoding

October 25, 2026

AI Engineering ✨Performance

Many AI performance problems are caused less by raw arithmetic than by moving model state through memory. Learn how quantization, KV-cache design, and verified draft decoding change latency, capacity, quality, and privacy boundaries.

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