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Bruinen Delta
Local-First Distributed SQLite Database for Edge Intelligence

What is Bruinen Delta?

Bruinen Delta introduces a distributed SQLite database specifically engineered for edge computing scenarios. Designed to operate seamlessly across microprocessors, servers, phones, and cloud environments, it facilitates local data management for edge AI/ML processes without extensive engineering overhead.

This system effectively replaces complex distributed communication methods like message queues and caches with a familiar SQL database interface. Bruinen Delta ensures data synchronization across the network using Conflict-Free Replicated Data Types (CRDTs), maintaining operational resilience even when devices are offline. Data automatically syncs upon reconnection, supporting both peer-to-peer and client/server network architectures.

Features

  • Distributed SQLite Database: Familiar SQLite interface deployable across web, embedded, server, or phone environments.
  • Edge Computing Optimized: Built specifically for the demands of edge AI/ML workflows.
  • Transport Agnostic Communication: Operates over diverse networks including WiFi, LAN, Bluetooth, LoRaWAN, and satellite.
  • Conflict-Free Synchronization: Utilizes CRDTs to merge data changes from offline devices automatically upon reconnection.
  • Peer-to-Peer and Client/Server Support: Flexible network topology options.
  • Offline Resilience: Devices continue functioning and sync data when connectivity is restored.
  • Local Data Processing: Enhances speed and security by processing data locally on the edge.

Use Cases

  • Deploying AI/ML models on edge devices with limited or intermittent connectivity.
  • Synchronizing sensor data across a network of IoT devices.
  • Building resilient applications for environments with unreliable network uplinks.
  • Simplifying data management for distributed systems at the edge.
  • Developing applications requiring low-latency data access on edge devices.

Blogs:

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