Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)
☆44Jul 1, 2023Updated 3 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:
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆43Jul 10, 2024Updated 2 years ago
- 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
- [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
- ☆41Nov 28, 2022Updated 3 years ago
- ☆47Sep 5, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Largest realworld open-source graph dataset - Worked done under IBM-Illinois Discovery Accelerator Institute and Amazon Research Awards a…☆90Jun 16, 2025Updated last year
- Large scale graph learning on a single machine.☆170Feb 25, 2025Updated last year
- GPU-initiated Large-scale GNN System [ATC 23]☆19Aug 31, 2026Updated last week
- A Factored System for Sample-based GNN Training over GPUs☆46Jul 26, 2023Updated 3 years ago
- 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 last year
- ☆25Oct 31, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Graph partitioning for distributed GNN training☆13Mar 26, 2023Updated 3 years ago
- 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 4 years ago
- ☆19Jul 1, 2020Updated 6 years ago
- ☆13Jan 23, 2021Updated 5 years ago
- ☆12Mar 26, 2024Updated 2 years ago
- ☆15Aug 25, 2021Updated 5 years ago
- Unifies OS page cache for heterogeneous systems☆13Jul 26, 2019Updated 7 years ago
- [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
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ACM EuroSys 2023] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆56Aug 6, 2025Updated last year
- ☆11Mar 9, 2022Updated 4 years ago
- NVIDIA GPU direct RDMA using SISCI API☆18Apr 8, 2018Updated 8 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76May 31, 2021Updated 5 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆36Mar 1, 2023Updated 3 years ago
- ☆10Aug 2, 2021Updated 5 years ago
- A Framework for Graph Sampling and Random Walk on GPUs.☆37Feb 3, 2025Updated last year
- A framework for pipelined computing on GPU☆30Jul 17, 2019Updated 7 years ago
- ☆218Dec 25, 2023Updated 2 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.
- ☆13Feb 16, 2023Updated 3 years ago
- Itoyori: A distributed multi-threading runtime system for global-view fork-join task parallelism☆23Feb 9, 2024Updated 2 years ago
- G3: A Programmable GNN Training System on GPU☆43Aug 29, 2020Updated 6 years ago
- ☆26Dec 4, 2020Updated 5 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 last year
- Reading seminar in Harvard Cloud Networking and Systems Group