Chen-Binghao / PilotFish
PilotFish harvests the free GPU cycles of cloud gaming with deep learning training
☆13Updated 2 years ago
Alternatives and similar repositories for PilotFish:
Users that are interested in PilotFish are comparing it to the libraries listed below
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated 11 months ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆94Updated 2 years ago
- ☆37Updated 3 years ago
- ☆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
- ☆48Updated 4 months ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- ☆22Updated last year
- ☆18Updated 2 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 2 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆133Updated 3 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 11 months ago
- ☆20Updated 11 months ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated last year
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 8 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆164Updated 6 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- ☆72Updated 3 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆40Updated 5 months ago
- ☆53Updated 4 years ago
- Helios Traces from SenseTime☆54Updated 2 years ago
- ☆36Updated last year
- The source code of INFless,a native serverless platform for AI inference.☆38Updated 2 years ago
- Artifacts for our NSDI'23 paper TGS☆75Updated 10 months ago
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆33Updated 11 months ago
- ☆23Updated 10 months ago
- ☆23Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- ☆42Updated 10 months ago