SJTU-IPADS / reef
REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU scheduling.
☆94Updated 2 years ago
Alternatives and similar repositories for reef:
Users that are interested in reef are comparing it to the libraries listed below
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated 11 months ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 7 months ago
- ☆47Updated 3 months ago
- ☆49Updated 2 years ago
- ☆37Updated 3 years ago
- ☆23Updated 2 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- Artifacts for our NSDI'23 paper TGS☆75Updated 10 months ago
- ☆23Updated last year
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆58Updated 11 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆130Updated 2 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆61Updated 10 months ago
- ☆36Updated last year
- LLM serving cluster simulator☆96Updated 11 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 2 years ago
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆72Updated last year
- ☆32Updated 10 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆49Updated 2 years ago
- ☆25Updated 4 years ago
- ☆53Updated 4 years ago
- ☆78Updated 2 years ago
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆85Updated last week
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆43Updated 2 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆10Updated last year
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆33Updated 10 months ago
- Compiler for Dynamic Neural Networks☆45Updated last year
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated last year
- ☆23Updated 9 months ago
- ☆17Updated 2 years ago