Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)
☆44Jul 1, 2023Updated 2 years ago
Alternatives and similar repositories for pytorch-direct_dgl
Users that are interested in pytorch-direct_dgl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Accepted paper of SIGMOD 2023, DUCATI: A Dual-Cache Training System for Graph Neural Networks on Giant Graphs with the GPU☆16Dec 15, 2023Updated 2 years ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆43Jul 10, 2024Updated last year
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆34Mar 15, 2023Updated 3 years ago
- Largest realworld open-source graph dataset - Worked done under IBM-Illinois Discovery Accelerator Institute and Amazon Research Awards a…☆86Jun 16, 2025Updated 11 months ago
- ☆47Sep 5, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- GPU-initiated Large-scale GNN System [ATC 23]☆19Oct 30, 2024Updated last year
- Large scale graph learning on a single machine.☆167Feb 25, 2025Updated last year
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆51May 23, 2023Updated 3 years ago
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆59Oct 3, 2022Updated 3 years ago
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆71Mar 2, 2023Updated 3 years ago
- ☆43Jun 13, 2025Updated 11 months ago
- Graph partitioning for distributed GNN training☆13Mar 26, 2023Updated 3 years ago
- ☆24Oct 31, 2023Updated 2 years ago
- NVIDIA GPU direct RDMA using SISCI API☆18Apr 8, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆23Mar 7, 2022Updated 4 years ago
- High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph☆55Jul 3, 2022Updated 3 years ago
- ☆19Jul 1, 2020Updated 5 years ago
- ☆13Jan 23, 2021Updated 5 years ago
- Efficient-Tensor-Management-on-HM-for-Deep-Learning☆11Nov 15, 2021Updated 4 years ago
- ☆12Mar 26, 2024Updated 2 years ago
- [ACM EuroSys 2023] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆56Aug 6, 2025Updated 9 months ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76May 31, 2021Updated 4 years ago
- ☆11Mar 9, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node …☆56Oct 6, 2023Updated 2 years ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆42Nov 16, 2021Updated 4 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆36Mar 1, 2023Updated 3 years ago
- ☆10Aug 2, 2021Updated 4 years ago
- PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.☆304Aug 17, 2023Updated 2 years ago
- A framework for pipelined computing on GPU☆30Jul 17, 2019Updated 6 years ago
- ☆218Dec 25, 2023Updated 2 years ago
- A list of awesome GNN systems.☆342Updated this week
- A Framework for Graph Sampling and Random Walk on GPUs.☆38Feb 3, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- G3: A Programmable GNN Training System on GPU☆43Aug 29, 2020Updated 5 years ago
- ☆25Dec 4, 2020Updated 5 years ago
- A general-purpose, distributed graph random walk engine.☆110Aug 5, 2023Updated 2 years ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Mar 17, 2024Updated 2 years ago
- ☆14Jul 13, 2025Updated 10 months ago
- Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training☆24Mar 1, 2024Updated 2 years ago
- ☆13Feb 16, 2023Updated 3 years ago