SymbioticLab / TiresiasLinks
Tiresias is a GPU cluster manager for distributed deep learning training.
☆166Updated 5 years ago
Alternatives and similar repositories for Tiresias
Users that are interested in Tiresias are comparing it to the libraries listed below
Sorting:
- ☆198Updated 6 years ago
- Fine-grained GPU sharing primitives☆148Updated 6 months ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Updated last year
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆41Updated 8 years ago
- Helios Traces from SenseTime☆61Updated 3 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- GPU-scheduler-for-deep-learning☆210Updated 5 years ago
- A Deep Learning Cluster Scheduler☆37Updated 5 years ago
- ☆52Updated 3 years ago
- ☆44Updated last year
- Artifacts for our NSDI'23 paper TGS☆94Updated last year
- Analyze network performance in distributed training☆20Updated 5 years ago
- ☆53Updated last year
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆58Updated 2 years ago
- Model-less Inference Serving☆93Updated 2 years ago
- ☆83Updated 7 months ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆46Updated 3 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated 2 years ago
- ☆38Updated 7 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆55Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- ☆24Updated 2 years ago
- ☆323Updated 2 years ago
- ☆56Updated 5 years ago
- ☆24Updated 2 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆159Updated 2 months ago
- ☆38Updated 5 years ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆63Updated 3 years ago
- ☆23Updated 4 years ago
- HeliosArtifact☆22Updated 3 years ago