Tagged articles

steady state

2 articles · Page 1 of 1

Sep 7, 2026 · Operations

Fault Injection at Scale: Turning Paper Capacity into Trusted Resilience

This article explains why traditional capacity planning fails under real faults, detailing how to build continuous fault injection practices with hypothesis-driven experiments, blast radius control, automated stop conditions, and fault capacity maps to transform theoretical headroom into verified effective throughput at 10M QPS scale.

Capacity Planningblast radiuscapacity map

0 likes · 32 min read

Fault Injection at Scale: Turning Paper Capacity into Trusted Resilience

Model Perspective

Oct 3, 2025 · Fundamentals

Unlocking the Power of Markov Chains: From Theory to Real-World Applications

Markov Chains are mathematical models where future states depend only on the current state, not past history, and this article explains their core principles—state space, transition matrices, Markov property, steady-state distribution—and showcases practical uses in economics, biology, web ranking, queueing theory, and reinforcement learning.

Markov chainStochastic ProcessTransition Matrix

0 likes · 7 min read

Unlocking the Power of Markov Chains: From Theory to Real-World Applications