reconfigurable-ml-pipeline / ipaLinks
Source code of IPA, https://escholarship.org/uc/item/2p0805dq
☆10Updated last year
Alternatives and similar repositories for ipa
Users that are interested in ipa are comparing it to the libraries listed below
Sorting:
- ☆22Updated 3 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆30Updated 4 years ago
- A Deep Learning Cluster Scheduler☆39Updated 4 years ago
- HeliosArtifact☆20Updated 2 years ago
- Helios Traces from SenseTime☆56Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆26Updated 3 years ago
- ☆44Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Updated last year
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆128Updated 11 months ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆18Updated 5 years ago
- ☆51Updated 2 years ago
- ☆37Updated 2 weeks ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆55Updated 2 years ago
- The source code of INFless,a native serverless platform for AI inference.☆39Updated 2 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆154Updated 5 years ago
- Surrogate-based Hyperparameter Tuning System☆28Updated 2 years ago
- ☆11Updated 4 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving☆37Updated 5 years ago
- Kubernetes Scheduler Simulator☆112Updated 11 months ago
- ☆20Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆36Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- ☆23Updated 4 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆44Updated 2 years ago
- ☆25Updated last year
- ☆40Updated 4 years ago
- Model-less Inference Serving☆88Updated last year