Next-Gen Vector Database for Sustainable GenAI

Monolithic databases waste energy, powering unused data in GenAI workloads. According to the 80/20 rule, only up to 20% of the data is regularly needed, while 80% is unused. The Eclipse open-source community works on the future of vector databases: a micro vector database network - inspired by the serverless microservice architecture principle. Unlike clunky, monolithic databases that waste energy running massive servers 24/7, whether data is accessed or not, a micro vector database network dynamically allocates compute power only to the 20% of data in use, shutting down up to 80% of idle regions. The result is a blazing-fast vector search for cutting-edge GenAI solutions, slashing energy, CO2 emissions, and infrastructure costs by up to 80%. Learn how this Eclipse project redefines performance and sustainability due to the Eclipse OpenJ9 JVM, aiming to globally reduce GenAI’s energy footprint with scalable, impactful innovation.