reconfigurable-ml-pipeline / ipa
Source code of IPA, https://escholarship.org/uc/item/2p0805dq
☆10Updated 10 months ago
Alternatives and similar repositories for ipa:
Users that are interested in ipa are comparing it to the libraries listed below
- ☆20Updated 3 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆29Updated 4 years ago
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- HeliosArtifact☆20Updated 2 years ago
- Surrogate-based Hyperparameter Tuning System☆28Updated last year
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆25Updated 3 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆12Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated last year
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated last year
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆18Updated 4 years ago
- ☆49Updated 2 years ago
- ☆42Updated 10 months ago
- ☆25Updated last year
- The source code of INFless,a native serverless platform for AI inference.☆38Updated 2 years ago
- ☆37Updated 3 years 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
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Updated last year
- This repository contains code for the paper: Bergsma S., Zeyl T., Senderovich A., and Beck J. C., "Generating Complex, Realistic Cloud Wo…☆43Updated 3 years ago
- ☆14Updated 3 years ago
- Intelligent Resource Requirement Estimation and Scheduling for Deep Learning Jobs on Distributed GPU Clusters☆14Updated 3 years ago
- Helios Traces from SenseTime☆54Updated 2 years ago
- ☆11Updated 4 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆153Updated 5 years ago
- Serverless optimizations☆51Updated last year
- ☆16Updated last year
- ☆10Updated last year
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- SOTA Learning-augmented Systems☆36Updated 2 years ago
- ☆48Updated 4 months ago