ARMA forecasting

Efficient Ops

Aug 16, 2023 · Operations

How to Accurately Set Service Rate‑Limiting Thresholds in Large Cloud Systems

This article examines the challenges of setting effective rate‑limiting thresholds for massive cloud‑native services, compares TPS and concurrency metrics, proposes stress‑testing and historical‑data‑ARMA forecasting methods, and presents a practical system that delivers reliable limits for both node‑wide and per‑service protection.