S-Lab-System-Group / Primo
Primo: Practical Learning-Augmented Systems with Interpretable Models
☆18Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for Primo
- This repository contains code for the paper: Bergsma S., Zeyl T., Senderovich A., and Beck J. C., "Generating Complex, Realistic Cloud Wo…☆42Updated 2 years ago
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆11Updated 5 months ago
- SOTA Learning-augmented Systems☆32Updated 2 years ago
- HeliosArtifact☆18Updated 2 years ago
- ☆19Updated 2 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆40Updated 10 months ago
- ☆29Updated 4 months ago
- Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training (MLSys '23)☆9Updated last year
- Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆38Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆46Updated last year
- Helios Traces from SenseTime☆48Updated 2 years ago
- ☆48Updated last year
- ☆22Updated last year
- ☆16Updated 6 months ago
- ☆12Updated last year
- ☆13Updated 2 years ago
- ☆27Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆33Updated last year
- ☆37Updated 3 years ago
- ☆15Updated 4 months ago
- ☆22Updated last year
- ☆51Updated 3 years ago
- Artifacts for our SIGCOMM'23 paper Ditto☆16Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆8Updated 8 months ago
- The source code of INFless,a native serverless platform for AI inference.☆34Updated 2 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆85Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 6 months ago
- ☆14Updated 5 months ago
- ☆24Updated 3 years ago