microsoft / elasticflow-tracesLinks
Integrated Training Platform (ITP) traces used in ElasticFlow paper.
☆30Updated 2 years ago
Alternatives and similar repositories for elasticflow-traces
Users that are interested in elasticflow-traces are comparing it to the libraries listed below
Sorting:
- Helios Traces from SenseTime☆59Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- ☆51Updated 2 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆56Updated 2 years ago
- ☆24Updated 2 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆131Updated last year
- ☆43Updated last year
- ☆38Updated 4 months ago
- The source code of INFless，a native serverless platform for AI inference.☆43Updated 3 years ago
- HeliosArtifact☆21Updated 3 years ago
- ☆53Updated 10 months ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆102Updated 2 years ago
- Artifacts for our NSDI'23 paper TGS☆89Updated last year
- ☆196Updated 6 years ago
- ☆18Updated 2 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated last year
- ☆312Updated last year
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆47Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆53Updated 2 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆150Updated 9 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆218Updated 3 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆91Updated 2 years ago
- ☆16Updated last year
- An experimental parallel training platform☆56Updated last year
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆76Updated 2 years ago
- A Deep Learning Cluster Scheduler☆39Updated 4 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆45Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆69Updated 3 weeks ago
- ☆27Updated last year