hongzimao / deeprmLinks
Resource Management with Deep Reinforcement Learning (HotNets '16)
☆299Updated 2 years ago
Alternatives and similar repositories for deeprm
Users that are interested in deeprm are comparing it to the libraries listed below
Sorting:
- Learning Scheduling Algorithms for Data Processing Clusters☆312Updated 4 years ago
- CloudSimPy: Datacenter job scheduling simulation framework☆246Updated last year
- ☆226Updated 2 years ago
- Deep reinforcement learning for REsource Allocation in streaM processing☆31Updated 2 years ago
- An implementation of Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling☆33Updated 5 years ago
- A platform to test reinforcement learning policies in the datacenter setting.☆70Updated 2 years ago
- ☆94Updated 2 years ago
- Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.☆93Updated 2 years ago
- Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym☆177Updated 7 years ago
- Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).☆60Updated 2 years ago
- RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]☆61Updated 2 years ago
- Based on Hongzi Mao's works of deeprm: https://github.com/hongzimao/deeprm☆12Updated 8 years ago
- Variance Reduction for Reinforcement Learning in Input-Driven Environments (ICLR '19)☆31Updated 6 years ago
- Implementation of genetic algorithm and MOHEFT algorithm for scheduling workflow in mobile cloud.☆18Updated 8 years ago
- ☆46Updated 4 years ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆73Updated 2 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆123Updated 2 years ago
- Learning to schedule distributed resources with deep reinforcement learning.☆14Updated 5 years ago
- ns3-gym - The Playground for Reinforcement Learning in Networking Research☆623Updated 2 months ago
- Environment for OpenAI Gym which can simulate an app deployed to a cloud environment.☆15Updated 2 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆30Updated 4 years ago
- Resource Management with DeepRL using TF Agents☆14Updated 5 years ago
- Deep reinforcement learning for resource managment and job schedule. it is inspired by deeprm model and I will implement for in practica…☆12Updated 6 years ago
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆92Updated last year
- final project for cpe 400, implemented a q-learning and SARSA routing protocol for a network simulator☆48Updated 8 years ago
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Updated 4 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆63Updated 2 years ago
- Implementation of the paper "A Reinforcement Learning Based Strategy for Dynamic Scheduling on Heterogeneous Platforms".☆86Updated 2 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆90Updated 4 years ago
- Interpreting Deep Learning-Based Networking Systems (SIGCOMM 2020)☆89Updated 3 months ago