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Systems in Practice

Personal notes on storage, edge data, and real-world deployments

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Latest posts

Managing File Descriptors for Durability and Performance

How descriptor caching and periodic synchronization balance durability, write performance, and remote-storage costs in a database engine.

Efficient Data Logger Design

A battle-tested data logger design for local disks and remote storage.

Persistent Edge Storage for a Legacy IIoT System

How we integrated ReductStore into an existing MQTT-based IoT pipeline to solve connectivity gaps and selective data replication—without changing the customer's architecture.