Architecture

Illustration of a Bloom filter overlaying an LSM‑tree structure.

Optimizing LSM-Tree Read Performance with Bloom Filters: Architecture, Tuning, and Production Implementation

Bloom filters can turn costly disk scans into fast key checks. This post walks through the underlying design, practical tuning, and a production rollout in a Kafka‑RocksDB pipeline.

Diagram of an LSM tree with memtables and SSTables

Mastering Log-Structured Merge Trees: Optimizing Write-Intensive Distributed Databases for High-Throughput Production Environments

This post demystifies LSM‑tree internals, shows how to tune compaction and bloom filters, and walks through production patterns used by Cassandra, ScyllaDB, and RocksDB.

A schematic of PostgreSQL's Write-Ahead Log pipeline.

Deep Dive into the Postgres Write-Ahead Log: Ensuring Durability and Data Integrity for Production Systems

A production‑ready guide to PostgreSQL’s WAL, covering its internals, configuration knobs, and monitoring practices that safeguard durability and data integrity.

Diagram of a Kafka Streams processing topology.

Mastering Kafka Streams Topologies: Architecting Real-Time Processing Graphs for Production-Ready Pipelines

A deep dive into building production‑grade Kafka Streams topologies, covering architecture, state management, scaling, and observability.

Data center racks with glowing storage arrays.

Mastering Storage Management Strategies for Modern IT Infrastructure: Architecture, Scalability, and Production Patterns

A deep dive into storage design choices, horizontal scaling, and operational patterns that keep modern data platforms reliable and performant.