RocksDB compaction levels visualized.

Optimizing RocksDB Performance: A Deep Dive into Tiered versus Leveled Compaction Strategies

A practical guide comparing tiered and leveled compaction in RocksDB, with architecture diagrams, benchmark data, and actionable tuning recommendations.

May 22, 2026 · 6 min · 1260 words · martinuke0
A colorful flame graph rendered on a dark background, illustrating stacked function calls.

Deep Dive into Flame Graphs: Visualizing Performance Bottlenecks and Navigating Hidden Execution Metadata

A practical guide that shows engineers how to generate, read, and embed flame graphs into production pipelines to uncover hard‑to‑spot performance issues.

May 22, 2026 · 7 min · 1359 words · martinuke0
A colorful flame graph rendered from a high‑frequency stack trace.

Deep Dive into Flame Graphs: Visualizing Performance Bottlenecks and Identifying Hidden Execution Latency

A practical guide that shows engineers how to generate, interpret, and integrate flame graphs into modern observability stacks.

May 22, 2026 · 9 min · 1908 words · martinuke0
Illustration of memory arenas and thread caches interacting in a multi‑core system.

Deep Dive into jemalloc Arenas and Thread Caches: Architecture, Concurrency, and Memory Allocation Patterns

An in‑depth look at jemalloc’s arenas and thread caches, how they handle concurrency, and practical patterns for high‑performance services.

May 21, 2026 · 6 min · 1254 words · martinuke0
Illustration of a B‑tree node being duplicated for a snapshot.

Implementing Copy-on-Write B-Trees: A Deep Dive into High-Performance Database Snapshot Architecture

A practical walkthrough of implementing copy‑on‑write B‑trees for database snapshots, covering design patterns, performance trade‑offs, and real‑world deployment tips.

May 21, 2026 · 7 min · 1335 words · martinuke0
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