Eliminate contention entirely with per-CPU-core sharded buffers, thread affinity, and isolated processing lanes for maximum parallelism.
Insights and thoughts on modern technology, software engineering, and web development
Build wait-free telemetry buffers that never block producers, with overwrite semantics for high-frequency trading observability that doesn't impact system performance.
How to replace synchronized queue handshakes with a wait-free Single-Producer Single-Consumer ring buffer that uses precise memory ordering instead of locks.
Learn the core concepts of observability, why logs, metrics and traces matter and how tools like OpenTelemetry, Prometheus and Grafana improve your system reliability
How to chain SPSC queues into a high-throughput event pipeline, following the LMAX Disruptor pattern for multi-stage processing with sub-microsecond latency.
How to build a dual-CAS Multi-Producer Multi-Consumer ring buffer in Java that scales on both ends without collapsing under lock contention.
How to replace locked many-producer queues with a lock-free Multi-Producer Single-Consumer ring buffer coordinated entirely by CAS and sequence numbers.
From a naive heap-based queue to an off-heap ring buffer with dramatically better throughput, tail latency, and GC behavior for high-frequency trading workloads.
Complete implementation guide to the Actor Model with advanced patterns, testing strategies, and real-world lessons learned from building scalable concurrent systems.
Comprehensive analysis of communication protocols from historical perspectives to modern implementation considerations across all network layers.
