#Reliability
3 posts in tag “Reliability”.
Keeping the Model Awake: Building a Self-Healing ML Inference Platform
2023-02-14A field report on taming production machine learning inference with proactive healing, adaptive scaling, and human empathy.
Timeouts, Retries, and Idempotency Keys: A Practical Guide
2022-09-08Make your distributed calls safe under partial failure. How to budget timeouts, avoid retry storms, and use idempotency keys without shooting yourself in the foot.
Stochastic Processes for Computer Science: Poisson, Brownian Motion, Queueing and Reliability
2022-02-12A rigorous treatment of continuous-time stochastic processes—Poisson processes, CTMCs, Brownian motion with the reflection principle—and their applications in queueing theory, reliability engineering, and network performance.