DIR-LAB / deep-batch-scheduler
RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]
☆56Updated last year
Alternatives and similar repositories for deep-batch-scheduler:
Users that are interested in deep-batch-scheduler are comparing it to the libraries listed below
- ☆15Updated 2 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆29Updated 4 years ago
- ☆11Updated 4 years ago
- ☆38Updated this week
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- ☆20Updated 3 years ago
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆25Updated 3 years ago
- ☆186Updated 5 years ago
- Helios Traces from SenseTime☆53Updated 2 years ago
- ☆15Updated 2 years ago
- HeliosArtifact☆20Updated 2 years ago
- Learning Scheduling Algorithms for Data Processing Clusters☆296Updated 3 years ago
- Kubernetes Scheduler Simulator☆103Updated 7 months 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
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆18Updated 4 years ago
- ☆23Updated 4 years ago
- ☆49Updated 2 years ago
- A Gymnasium environment for simulating job scheduling in Apache Spark☆33Updated last year
- ☆16Updated last year
- ☆40Updated 8 months ago
- ☆23Updated last year
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated last year
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆38Updated last year
- ☆45Updated 4 years ago
- ☆28Updated last year
- A GPU Cluster Simulator for Distributed Deep Learning Training.☆11Updated 3 years ago
- A CLI tool generating traces of batch jobs in a cluster.☆24Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- Tiresias is a GPU cluster manager for distributed deep learning training.☆152Updated 4 years ago
- Resource Management with DeepRL using TF Agents☆12Updated 4 years ago