iLevyFan / meta_rl_scaling
Code for KDD'22: A meta reinforcement learning approach for predictive autoscaling in the cloud
☆9Updated 2 years ago
Alternatives and similar repositories for meta_rl_scaling:
Users that are interested in meta_rl_scaling are comparing it to the libraries listed below
- Deep reinforcement learning for REsource Allocation in streaM processing☆29Updated last year
- This Dataset consists of heterogeneous IoT jobs/tuples containing the information - TupleName, TupleId, Size of the Tuple (Size of a job)…☆14Updated 5 years ago
- [CLOUD'22] Learning to Dynamically Select the Optimal Scheduler in Cloud Computing Environments☆14Updated 2 years ago
- Environment for OpenAI Gym which can simulate an app deployed to a cloud environment.☆15Updated last year
- Zuox99 / Deep-Reinforcement-Learning-Based-Resource-Provisioning-and-Task-Scheduling-for-Cloud-Service-ProvidProject: Deep Reinforcement Learning Based Resource Provisioning and Task Scheduling for Cloud Service Providers☆56Updated 4 years ago
- Autonomous management of Cloudsim Plus environment with use of DQN☆8Updated 6 years ago
- This is the code for the paper published in IEEE Cloud Computing 2022☆12Updated 2 years ago
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆23Updated last year
- Deep reinforcement learning for resource managment and job schedule. it is inspired by deeprm model and I will implement for in practica…☆12Updated 5 years ago
- multi-workflow scheduling☆10Updated 3 years ago
- Distributed deep learning cluster simulation environment and RL-GNN resource management implementations.☆14Updated 2 years ago
- We open sourced the code of our team’s paper ‘Q-learning based Dynamic task scheduling for energy efficient cloud computing’, so as to fa…☆20Updated 3 years ago
- Course project of SJTU EE357: Computer Network, advised by Prof. Na Ruan. We implemented and improved "A Hierarchical Framework of Cloud …☆36Updated 5 years ago
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆10Updated 2 months ago
- Link Scheduling using Graph Neural Networks, IEEE TWC☆33Updated last year
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆19Updated 3 years ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆18Updated 5 years ago
- A Mobile edge computing server placement algorithm, written from scratch for 5g server placement depending upon various KPIs across a ar…☆12Updated 2 years ago
- ☆40Updated 3 years ago
- ☆11Updated 4 years ago
- Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning☆61Updated last year
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆82Updated last year
- MEC，Edge service, Edge Application, Service Computing.☆61Updated 2 years ago
- ☆17Updated 5 years ago
- The source code and experimental results of RSDQL.☆25Updated 3 years ago
- 一个基于图神经网络的强化学习网络资源分配模型☆29Updated 3 years ago
- ☆11Updated 2 months ago
- This is the JAVA code of algorithm ROSA, and the corresponding paper is published by IEEE Trans. on Services Computing. The title of the …☆20Updated 6 years ago
- Implementation of RL in the cloud for energy minimization due to migration and excess power consumption.☆28Updated last year
- py4j gateway for Cloud Sim Plus framework☆20Updated last year