gudiandian / ElasticFlow
☆16Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for ElasticFlow
- Artifacts for our SIGCOMM'22 paper Muri☆40Updated 10 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 6 months ago
- ☆48Updated last year
- ☆29Updated 4 months ago
- The source code of INFless,a native serverless platform for AI inference.☆34Updated 2 years ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆39Updated 2 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆49Updated last year
- Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆38Updated last year
- HeliosArtifact☆18Updated 2 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆54Updated 2 months ago
- Artifacts for our SIGCOMM'23 paper Ditto☆16Updated last year
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆85Updated last year
- ☆22Updated last year
- ☆16Updated last year
- Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training (MLSys '23)☆9Updated last year
- A benchmark suite for evaluating FaaS scheduler.☆22Updated 2 years ago
- ☆37Updated 3 years ago
- ☆19Updated 2 years ago
- SOTA Learning-augmented Systems☆32Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆46Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆33Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆14Updated 11 months ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆18Updated 10 months ago
- Helios Traces from SenseTime☆48Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆79Updated last year
- Artifacts for our NSDI'23 paper TGS☆68Updated 5 months ago
- ☆55Updated 2 years ago
- ☆14Updated 2 months ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆8Updated 8 months ago
- ☆22Updated last year