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Articles tagged with #availability
Practical, ops-focused strategies for recovering from a release that mutated production data: patterns, trade-offs, detection, rollback vs. forward-fix, and concrete Java examples for compensating actions and reconciliation jobs.
Practical, in-depth methods for detecting, compensating, and architecting around clock drift in distributed systems. Covers NTP/PTP trade-offs, logical clocks (Lamport, vector, HLC), monotonic timestamp generators, leader-based allocation, failur...
A deep, practical exploration of why circuit breakers often fail in production when misaligned with timeouts, retries, and bulkheads. Includes Java examples, performance behavior, edge cases, and actionable tuning guidance for resilient services.
When should you use database partitioning? This article explains the real scenarios where partitioning becomes necessary, how it improves query performance and data lifecycle management, and when it can actually make things worse. Includes practi...
Multithreading is an essential component of building high-performance applications. Efficient multithreaded processing demands not just the ability to execute tasks concurrently but also mechanisms to control the flow and prevent resource exhaust...
In today's complex, interconnected microservices architecture, network failures, resource constraints, and external system unavailability can interrupt seamless data flow, causing APIs to fail. API failures in microservices can hinder application...
