reconfigurable-ml-pipeline / ipa
Source code of IPA, https://escholarship.org/uc/item/2p0805dq
☆10Updated 7 months ago
Alternatives and similar repositories for ipa:
Users that are interested in ipa are comparing it to the libraries listed below
- a deep learning-driven scheduler for elastic training in deep learning clusters☆29Updated 4 years ago
- ☆20Updated 3 years ago
- HeliosArtifact☆20Updated 2 years ago
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- ☆48Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- The source code of INFless,a native serverless platform for AI inference.☆36Updated 2 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆17Updated 4 years ago
- ☆35Updated 7 months ago
- Helios Traces from SenseTime☆53Updated 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☆24Updated 3 years ago
- BATCH: Adaptive Batching for Efficient MachineLearning Serving on Serverless Platforms☆9Updated 3 years ago
- ☆10Updated 4 years ago
- Kubernetes Scheduler Simulator☆96Updated 6 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆53Updated 9 months ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆10Updated 11 months ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆52Updated last year
- ☆14Updated 6 months ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆151Updated 4 years ago
- ☆39Updated 4 years ago
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆27Updated 8 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- ☆37Updated 3 years ago
- ☆23Updated last year
- ☆13Updated last year
- Source code for Jellyfish, a soft real-time inference serving system☆12Updated 2 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Updated last year
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago