lwangbm / MetisLinks
Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale
☆18Updated 5 years ago
Alternatives and similar repositories for Metis
Users that are interested in Metis are comparing it to the libraries listed below
Sorting:
- a deep learning-driven scheduler for elastic training in deep learning clusters☆32Updated 4 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Updated last year
- Helios Traces from SenseTime☆58Updated 3 years ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆27Updated 3 years ago
- 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
- Tiresias is a GPU cluster manager for distributed deep learning training.☆163Updated 5 years ago
- Serverless optimizations☆51Updated last year
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆45Updated 2 years ago
- ☆43Updated last year
- ☆23Updated 3 years ago
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆40Updated 2 years ago
- A Deep Learning Cluster Scheduler☆39Updated 4 years ago
- ☆195Updated 6 years ago
- ☆22Updated last year
- HeliosArtifact☆21Updated 3 years ago
- Kubernetes Scheduler Simulator☆118Updated last year
- RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]☆62Updated 2 years ago
- ☆11Updated 4 years ago
- ☆24Updated 4 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆130Updated last year
- ☆26Updated 2 years ago
- The source code of INFless,a native serverless platform for AI inference.☆41Updated 3 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 8 years ago
- COSE: Configuring Serverless Functions using Statistical Learning☆10Updated 2 years ago
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Updated 3 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- ☆44Updated 4 years ago
- A benchmark suite for evaluating FaaS scheduler.☆23Updated 2 years ago
- Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving☆37Updated 5 years ago