DIR-LAB / deep-batch-schedulerLinks
RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]
☆64Updated 2 years ago
Alternatives and similar repositories for deep-batch-scheduler
Users that are interested in deep-batch-scheduler are comparing it to the libraries listed below
Sorting:
- Learning Scheduling Algorithms for Data Processing Clusters☆320Updated 4 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆31Updated 5 years ago
- ☆11Updated 5 years ago
- Kubernetes Scheduler Simulator☆121Updated last year
- Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021☆28Updated 4 years ago
- ☆23Updated 4 years ago
- CloudSimPy: Datacenter job scheduling simulation framework☆255Updated last year
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆19Updated 5 years ago
- A Gymnasium environment for simulating job scheduling in Apache Spark☆42Updated 2 years ago
- ☆41Updated 9 months ago
- Helios Traces from SenseTime☆61Updated 3 years ago
- ☆47Updated 5 years ago
- Reference code for https://arxiv.org/abs/1906.08879☆18Updated 6 years ago
- ☆18Updated 3 years ago
- Deep reinforcement learning for REsource Allocation in streaM processing☆30Updated 2 years ago
- A Deep Learning Cluster Scheduler☆37Updated 5 years ago
- ☆197Updated 6 years ago
- Resource Management with Deep Reinforcement Learning (HotNets '16)☆309Updated 2 years ago
- ☆24Updated 4 years ago
- An implementation of Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling☆34Updated 5 years ago
- HeliosArtifact☆22Updated 3 years ago
- ☆226Updated 2 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Updated last year
- Resource Management with DeepRL using TF Agents☆15Updated 5 years ago
- ☆17Updated 3 years ago
- A CLI tool generating traces of batch jobs in a cluster.☆24Updated 2 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 4 years ago
- Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.☆96Updated 2 years ago
- Serverless optimizations☆51Updated last year
- ☆26Updated 2 years ago