renzume.

Distributed Computing

DuckDB goes distributed? DeepSeek’s smallpond takes on Big Data

DeepSeek has released smallpond, a distributed compute framework built on DuckDB, capable of processing 110.5TiB of data in 30 minutes. The framework leverages Ray Core for distribution and DeepSeek's 3FS storage system, offering a simpler alternative to traditional distributed systems while maintaining high performance. This development showcases DuckDB's growing adoption in AI workloads and demonstrates various approaches to scaling analytical databases.

Definite: Understanding smallpond and 3FS: A Clear Guide

DeepSeek AI's smallpond extends DuckDB to handle distributed workloads across multiple nodes, paired with their high-performance 3FS file system. While offering powerful capabilities for large-scale data processing, the solution requires significant infrastructure and DevOps expertise, making it primarily suitable for specific use cases involving massive datasets.