gudiandian / ElasticFlowLinks
☆16Updated last year
Alternatives and similar repositories for ElasticFlow
Users that are interested in ElasticFlow are comparing it to the libraries listed below
Sorting:
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆45Updated 2 years ago
- ☆51Updated 2 years ago
- ☆44Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆53Updated last year
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆67Updated 10 months ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆100Updated 2 years ago
- Artifacts for our SIGCOMM'23 paper Ditto☆15Updated last year
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆54Updated last year
- ☆25Updated last year
- SOTA Learning-augmented Systems☆37Updated 3 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆51Updated 2 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆55Updated 2 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated 10 months ago
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆30Updated 4 months ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆43Updated 3 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆87Updated 2 years ago
- ☆51Updated 3 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆62Updated last year
- ☆38Updated 3 months ago
- ☆23Updated last year
- ☆20Updated last year
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆35Updated 2 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- HeliosArtifact☆21Updated 3 years ago
- ☆25Updated 2 years ago
- ☆15Updated 3 years ago
- The source code of INFless,a native serverless platform for AI inference.☆40Updated 2 years ago