S-Lab-System-Group / LucidLinks
Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs
☆58Updated 2 years ago
Alternatives and similar repositories for Lucid
Users that are interested in Lucid are comparing it to the libraries listed below
Sorting:
- ☆52Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- ☆44Updated last year
- Artifacts for our NSDI'23 paper TGS☆95Updated last year
- HeliosArtifact☆22Updated 3 years ago
- Helios Traces from SenseTime☆61Updated 3 years ago
- ☆323Updated 2 years ago
- ☆38Updated 7 months ago
- ☆24Updated 2 years ago
- ☆198Updated 6 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated 2 years ago
- ☆53Updated last year
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆55Updated 3 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆238Updated this week
- An interference-aware scheduler for fine-grained GPU sharing☆159Updated 2 months ago
- The source code of INFless，a native serverless platform for AI inference.☆46Updated 3 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆104Updated 3 years ago
- A Deep Learning Cluster Scheduler☆37Updated 5 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆93Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆77Updated 3 months ago
- This repository is established to store personal notes and annotated papers during daily research.☆180Updated 3 weeks ago
- ☆18Updated 3 years ago
- Here are my personal paper reading notes (including machine learning systems, AI infrastructure, and other interesting stuffs).☆155Updated last week
- iGniter, an interference-aware GPU resource provisioning framework for achieving predictable performance of DNN inference in the cloud.☆39Updated last year
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆46Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- ☆17Updated last year
- PilotFish harvests the free GPU cycles of cloud gaming with deep learning training☆14Updated 3 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆12Updated last year