msr-fiddle / blox
☆29Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for blox
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆50Updated last year
- ☆48Updated last year
- Helios Traces from SenseTime☆49Updated 2 years ago
- ☆12Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆40Updated 10 months ago
- HeliosArtifact☆19Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 6 months ago
- ☆19Updated 2 years ago
- A Deep Learning Cluster Scheduler☆37Updated 3 years ago
- ☆37Updated 3 years ago
- Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆38Updated 2 years ago
- The source code of INFless,a native serverless platform for AI inference.☆36Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆47Updated last year
- Artifacts for our NSDI'23 paper TGS☆68Updated 5 months ago
- ☆41Updated last year
- SOTA Learning-augmented Systems☆33Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated last year
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆125Updated 3 months ago
- ☆24Updated 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
- ☆14Updated 5 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆124Updated 2 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆149Updated 4 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆54Updated 3 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆79Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆8Updated 8 months ago
- ☆15Updated 4 months ago
- ☆16Updated 6 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆112Updated 6 months ago
- Serverless optimizations☆50Updated 8 months ago