Skip to content

PathWeaver_AE v1.0 - Multi-GPU ANN Search System (Artifact for USENIX ATC '25)

Pre-release
Pre-release

Choose a tag to compare

@daisyKim12 daisyKim12 released this 19 May 03:41
· 1 commit to main since this release
d670325

This release contains the artifact for PathWeaver_AE, a high-throughput multi-GPU system for graph-based approximate nearest neighbor (ANN) search. The system extends the CAGRA method from the RAPIDS cuVS library and supports both single- and multi-GPU execution.

Key features:

  • Optimized for systems with CUDA 12.1 and NVLink-connected GPUs
  • Implements CUDA kernels for high-throughput, graph-based ANN search
  • Supports both single-GPU and multi-GPU execution

Artifact includes all source code, build environment instructions, and execution scripts.