v1.0.0

Release Date: 4th Nov, 2023

Announcing the official v1 release of STGraph, built on top of Seastar. STGraph is streamlined to have more reliable dependencies and supports execution out of the box. Additionally, we introduce support for TGNNs by introducing integrations with dynamic graph data structures.

Noting the immense amount of support provided by @unnikrishnan-c and @KevinJudeConcessao in making these changes.

New features

  • 🔥 Removed DGL Hack dependency

  • 🤖 Making Seastar Backend Agnostic

  • ➕ Added TGCN support for static-temporal graphs

  • ➕ Added TGCN support for DTDGs

  • ✨ Integrated PCSR and GPMA with STGraph for DTDG support

  • ⚡ Optimized PCSR and GPMA integrations in STGraph

  • 🕐 Benchmarked STGraph on 5 static-temporal and 5 DTDGs

Contributors : @unnikrishnan-c, @KevinJudeConcessao, @nithinmanoj10, @JoelMathewC

View the GitHub Changelog