[META]: Boosting Opensearch Vector Engine Performance using GPUs

[navneet1v]

Description

This is a meta to track the work required to complete the feature: Boosting Opensearch Vector Engine Performance using GPUs

Tasks

High Level Tasks

• Benchmarks comparing perf of GPUs with CPUs, added as part of [RFC] : Boosting OpenSearch Vector Engine Performance using GPUs #2293. Benchmarks repo: https://github.com/navneet1v/VectorSearchForge
• RFC with HLD for Boosting Opensearch Vector Engine Performance using GPUs ([RFC] : Boosting OpenSearch Vector Engine Performance using GPUs #2293)
• RFC for Remote Vector Index Build Feature with OpenSearch Vector Engine (Ref: [RFC] Remote Vector Index Build Feature with OpenSearch Vector Engine #2294)
• Complete a small POC

Vector Index Build Component Tasks

• Detailed design for Vector Index Build Component
• Implementation
• Image Build and Release process

Remote Vector Index Build Feature with OpenSearch Vector Engine

• Detailed design for Remote Vector Index Build Feature with OpenSearch Vector Engine
• Implementation

Testing

TBA