#System Architecture

A deep systems architecture guide to database durability and crash recovery: how the ARIES protocol guarantees ACID atomicity and durability using Write-Ahead Logging (WAL), Steal/No-Force buffer management, Log Sequence Numbers (LSNs), and three-phase recovery with Compensation Log Records (CLRs).

A deep systems engineering guide to mechanical sympathy and lock-free concurrency: how the LMAX Disruptor pattern eliminates thread contention, cache line false sharing, and context switching to achieve tens of millions of operations per second with sub-microsecond tail latencies.

A deep technical dive into LLM inference memory architectures: how PagedAttention eliminates the 60-80% GPU memory fragmentation bottleneck using OS virtual memory principles, copy-on-write prefix caching, continuous batching (Orca/vLLM), and radix block management internals.

A deep systems and cloud infrastructure guide to storage disaggregation: how NVMe-over-Fabrics (NVMe-oF) slashes remote I/O latency to sub-10 microseconds using RDMA and RoCE v2, comparing TCP vs RDMA transports, PCIe Gen 5 bandwidth scaling, and SPDK kernel-bypass drivers in high-scale AI and database clusters.

A comprehensive architectural deep dive into peer-to-peer software-defined overlay mesh networks: WireGuard Cryptokey Routing and Noise protocol, the physics of NAT traversal (STUN, ICE, UDP hole punching, Symmetric vs. Cone NATs), encrypted relay fallbacks (DERP), and building zero-trust mesh networks.

A comprehensive architectural deep dive into distributed locking: why naive Redis SETNX locks fail during GC pauses and clock drift, the Martin Kleppmann vs. Salvatore Sanfilippo Redlock debate, fencing tokens, etcd consensus leases with watch revisions, PostgreSQL advisory locks, and production Go implementations.

A comprehensive systems engineering guide to Change Data Capture (CDC): solving the dual-write problem, PostgreSQL Write-Ahead Log (WAL) logical decoding with pgoutput, Debezium capture pipelines, the Transactional Outbox pattern, schema evolution, and building event-driven synchronization in Go.

A comprehensive hardware and algorithmic deep dive into GPU memory systems and LLM acceleration: how FlashAttention-3 eliminates the HBM memory bandwidth wall through SRAM tiling, online softmax normalization, warp specialization on Hopper/Blackwell, and PagedAttention KV-cache management.

A comprehensive architectural guide to stateful distributed stream processing: mastering Event Time vs. Processing Time, Watermark heuristics for out-of-order data, RocksDB state backends, the Chandy-Lamport checkpoint barrier algorithm, and end-to-end Exactly-Once processing with 2PC sinks in Apache Flink and Kafka Streams.