stanford-futuredata / gavel
Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020
☆125Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for gavel
- Tiresias is a GPU cluster manager for distributed deep learning training.☆149Updated 4 years ago
- ☆180Updated 5 years ago
- Helios Traces from SenseTime☆49Updated 2 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆124Updated 2 years ago
- ☆48Updated last year
- Fine-grained GPU sharing primitives☆140Updated 4 years ago
- GPU-scheduler-for-deep-learning☆200Updated 4 years ago
- Artifacts for our NSDI'23 paper TGS☆68Updated 5 months ago
- A Deep Learning Cluster Scheduler☆37Updated 3 years ago
- ☆37Updated 3 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆112Updated 6 months ago
- ☆41Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆47Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 6 months ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆50Updated last year
- Model-less Inference Serving☆82Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆40Updated 10 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆79Updated last year
- ☆257Updated 10 months ago
- ☆29Updated 4 months ago
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆57Updated 6 months ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆85Updated last year
- ☆35Updated 3 years ago
- An experimental parallel training platform☆52Updated 7 months ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆56Updated last year
- NCCL Profiling Kit☆113Updated 4 months ago
- Kubernetes Scheduler Simulator☆86Updated 3 months ago
- ☆43Updated 3 years ago
- Repository for MLCommons Chakra schema and tools☆67Updated last week