reconfigurable-ml-pipeline / ipaLinks
Source code of IPA, https://escholarship.org/uc/item/2p0805dq
☆12Updated last year
Alternatives and similar repositories for ipa
Users that are interested in ipa are comparing it to the libraries listed below
Sorting:
- ☆23Updated 4 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 3 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆31Updated 5 years ago
- A Deep Learning Cluster Scheduler☆37Updated 5 years ago
- Surrogate-based Hyperparameter Tuning System☆28Updated 2 years ago
- HeliosArtifact☆22Updated 3 years ago
- ☆38Updated 6 months ago
- Model-less Inference Serving☆93Updated 2 years ago
- ☆44Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆12Updated last year
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆19Updated 5 years ago
- Helios Traces from SenseTime☆61Updated 3 years ago
- The source code of INFless，a native serverless platform for AI inference.☆45Updated 3 years ago
- ☆24Updated 4 years ago
- ☆52Updated 3 years ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆28Updated 4 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Updated last year
- Tiresias is a GPU cluster manager for distributed deep learning training.☆165Updated 5 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated last year
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Updated 2 years ago
- ☆15Updated last year
- Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving☆37Updated 6 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- ☆14Updated 4 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated 2 years ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆36Updated 4 months ago
- ☆25Updated 2 years ago
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆40Updated 2 years ago
- Burstable Cloud Scheduler☆16Updated last year
- ☆12Updated last year