Illustration of data packets flowing through a high‑speed network pipe.

Optimizing Network Throughput with TCP BBR: Implementation, Performance Tuning, and Production-Ready Patterns

A step‑by‑step guide that covers BBR activation, key knobs, observability, and proven production patterns for reliable network performance.

June 1, 2026 · 8 min · 1586 words · martinuke0
Diagram comparing RocksDB leveled and tiered compaction layers.

Deep Dive into RocksDB Compaction Strategies: Leveled versus Tiered Architectures for Production Workloads

A practical comparison of RocksDB’s leveled and tiered compaction, with architecture diagrams, performance numbers, and actionable tuning guidelines for production systems.

June 1, 2026 · 7 min · 1305 words · martinuke0
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.

May 31, 2026 · 8 min · 1675 words · martinuke0
Google Cloud data center with abstract network diagram overlay.

Architecting Google Cloud Platform for Production Workloads: Infrastructure, Services, and Scalability Patterns

Explore proven GCP architecture patterns for high‑traffic services, covering networking, compute, storage, observability, and automated scaling in production.

May 31, 2026 · 6 min · 1244 words · martinuke0
Illustration of a Bloom filter bitmap overlaying an LSM-tree layout.

Optimizing Bloom Filters in LSM-Trees: Performance Tuning, Probabilistic Structures, and Production-Ready Implementation Strategies

Bloom filters are the de‑facto guard against unnecessary disk reads in LSM‑tree databases. This post shows concrete tuning knobs, architectural patterns, and code snippets to make them production‑grade.

May 31, 2026 · 8 min · 1604 words · martinuke0
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