Database Performance

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 Bloom filter overlay.

Optimizing LSM-Tree Read Performance: Bloom Filter Implementation, Tuning, and Production-Ready Patterns

A deep dive into Bloom filter integration for LSM‑tree stores, covering architecture, configuration, monitoring, and real‑world patterns that keep reads fast at scale.

Illustration of a log‑structured merge tree with multiple levels

Optimizing Write Throughput with Log-Structured Merge Trees

A deep dive into LSM‑tree internals, compaction strategies, and configuration knobs that let you squeeze maximum write performance from modern storage engines.