reconfigurable-ml-pipeline / ipa
Source code of IPA, https://escholarship.org/uc/item/2p0805dq
☆10Updated 9 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 Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- ☆41Updated 9 months ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆25Updated 3 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆23Updated 4 months ago
- ☆11Updated 4 years ago
- Helios Traces from SenseTime☆53Updated 2 years ago
- ☆49Updated 2 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆18Updated 4 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆10Updated last year
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated last year
- Surrogate-based Hyperparameter Tuning System☆28Updated last year
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- ☆14Updated 3 years ago
- ☆16Updated last year
- ☆37Updated 3 years ago
- Burstable Cloud Scheduler☆13Updated 10 months ago
- ☆14Updated 8 months ago
- SOTA Learning-augmented Systems☆36Updated 2 years ago
- Analyze network performance in distributed training☆18Updated 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 …☆33Updated 10 months ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆127Updated 8 months ago
- ☆24Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- Kubernetes Scheduler Simulator☆108Updated 8 months ago
- Dynamic resources changes for multi-dimensional parallelism training☆25Updated 5 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated 11 months ago