Resource Management with Deep Reinforcement Learning (HotNets '16)
☆311Mar 27, 2023Updated 3 years ago
Alternatives and similar repositories for deeprm
Users that are interested in deeprm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Based on Hongzi Mao's works of deeprm: https://github.com/hongzimao/deeprm☆12Jun 11, 2017Updated 9 years ago
- Learning Scheduling Algorithms for Data Processing Clusters☆329Jun 15, 2021Updated 5 years ago
- CloudSimPy: Datacenter job scheduling simulation framework☆255Jun 20, 2024Updated last year
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆99Sep 21, 2020Updated 5 years ago
- AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems☆10Oct 19, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆231Jun 14, 2023Updated 3 years ago
- Project: Deep Reinforcement Learning Based Resource Provisioning and Task Scheduling for Cloud Service Providers☆60Oct 2, 2020Updated 5 years ago
- An implementation of Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling☆34Feb 23, 2020Updated 6 years ago
- Resource Management with DeepRL using TF Agents☆16Jul 27, 2020Updated 5 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆31Jan 14, 2021Updated 5 years ago
- Course project of SJTU EE357: Computer Network, advised by Prof. Na Ruan. We implemented and improved "A Hierarchical Framework of Cloud …☆38Jun 26, 2019Updated 6 years ago
- cluster data collected from production clusters in Alibaba for cluster management research☆2,084Jun 3, 2026Updated 2 weeks ago
- Deep reinforcement learning for resource managment and job schedule. it is inspired by deeprm model and I will implement for in practica…☆12Jun 14, 2019Updated 7 years ago
- Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)☆578Jul 2, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Borg cluster traces from Google☆1,076Feb 17, 2026Updated 4 months ago
- System-on-Chip Resource Adaptive Scheduling using Deep Reinforcement Learning☆15Nov 2, 2022Updated 3 years ago
- RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]☆69May 30, 2023Updated 3 years ago
- Online Service Function Chain Deployment for Live-Video virtualized Content Delivery Networks, a Deep Reinforcement Learning approach pap…☆10Nov 8, 2021Updated 4 years ago
- Automatically exported from code.google.com/p/cluster-scheduler-simulator☆173Jun 3, 2022Updated 4 years ago
- Variance Reduction for Reinforcement Learning in Input-Driven Environments (ICLR '19)☆31May 6, 2019Updated 7 years ago
- ☆10Sep 22, 2021Updated 4 years ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆18Dec 7, 2022Updated 3 years ago
- Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.☆97Apr 27, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆138Jul 25, 2024Updated last year
- Repository for the Performance Interface eXtractor (PIX) tool presented at NSDI'22.☆18Jul 14, 2022Updated 3 years ago
- Deep reinforcement learning for mobile edge computing☆426Sep 2, 2022Updated 3 years ago
- A simple implementation of Google Heracles System (isca15).☆10Jun 8, 2020Updated 6 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆126Dec 6, 2022Updated 3 years ago
- ☆12Nov 21, 2017Updated 8 years ago
- ☆18Sep 11, 2022Updated 3 years ago
- ☆331Jan 22, 2024Updated 2 years ago
- ☆13Dec 18, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Dec 12, 2020Updated 5 years ago
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆22Dec 8, 2022Updated 3 years ago
- A code generator for packet-processing pipelines based on end-to-end program synthesis☆12Jan 19, 2022Updated 4 years ago
- FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute (USENIX ATC'21)☆56Dec 7, 2021Updated 4 years ago
- 北京化工大学本科毕业设计《基于深度强化学习的云工作流调度》☆65Apr 21, 2022Updated 4 years ago
- Learning to schedule distributed resources with deep reinforcement learning.☆14Dec 3, 2019Updated 6 years ago
- Energy-Efficient Power and Subcarrier Allocation for OFDMA Systems with Value Function Approximation Approach. EI paper from march to sep…☆13Mar 13, 2017Updated 9 years ago