uw-mad-dash / shockwave
Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
☆39Updated 2 years ago
Alternatives and similar repositories for shockwave:
Users that are interested in shockwave are comparing it to the libraries listed below
- ☆49Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆49Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 10 months ago
- ☆16Updated 10 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- ☆46Updated 2 months ago
- The source code of INFless,a native serverless platform for AI inference.☆36Updated 2 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆92Updated 2 years ago
- ☆37Updated 3 years ago
- ☆53Updated 4 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 2 years ago
- ☆40Updated 8 months ago
- Helios Traces from SenseTime☆53Updated 2 years ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 2 years ago
- ☆16Updated last year
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆30Updated 9 months ago
- Serverless optimizations☆50Updated last year
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 7 months ago
- Analyze network performance in distributed training☆18Updated 4 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆31Updated 2 years ago
- SOTA Learning-augmented Systems☆35Updated 2 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆78Updated 3 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆82Updated last year
- ☆20Updated 3 years ago
- HeliosArtifact☆20Updated 2 years ago
- PilotFish harvests the free GPU cycles of cloud gaming with deep learning training☆13Updated 2 years ago
- Model-less Inference Serving☆85Updated last year
- ☆23Updated last year
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated last year
- Artifacts for our NSDI'23 paper TGS☆74Updated 9 months ago