uclasystem / dorylusLinks
Dorylus: Affordable, Scalable, and Accurate GNN Training
☆76Updated 4 years ago
Alternatives and similar repositories for dorylus
Users that are interested in dorylus are comparing it to the libraries listed below
Sorting:
- A Factored System for Sample-based GNN Training over GPUs☆45Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆55Updated 3 years ago
- FGNN's artifact evaluation (EuroSys 2022)☆18Updated 3 years ago
- ☆13Updated 4 years ago
- Graph Sampling using GPU☆52Updated 3 years ago
- ☆23Updated 2 years ago
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆70Updated 2 years ago
- ☆28Updated last year
- FlashMob is a shared-memory random walk system.☆32Updated 2 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆35Updated 2 years ago
- Distributed Multi-GPU GNN Framework☆36Updated 5 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆41Updated last year
- ☆41Updated 7 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- ☆19Updated 5 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆51Updated 2 years ago
- ☆36Updated last year
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆44Updated 3 years ago
- ☆52Updated 3 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆92Updated 2 years ago
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆23Updated 3 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆105Updated 3 years ago
- ☆56Updated 4 years ago
- Compiler for Dynamic Neural Networks☆45Updated 2 years ago
- PetPS: Supporting Huge Embedding Models with Tiered Memory☆33Updated last year
- ☆31Updated last year
- ☆38Updated 6 months ago
- Out-of-GPU-Memory Graph Processing with Minimal Data Transfer☆57Updated 3 years ago
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆40Updated 8 months ago