imperial-qore / DeepFT
Self-Supervised Deep Learning based Surrogate Models for Fault-Tolerant Edge Computing
☆19Updated 2 years ago
Alternatives and similar repositories for DeepFT:
Users that are interested in DeepFT are comparing it to the libraries listed below
- [Infocom'22] Preemptive Migration Prediction Network for Proactive Fault Tolerant Edge Computing☆43Updated 8 months ago
- [CLOUD'22] Learning to Dynamically Select the Optimal Scheduler in Cloud Computing Environments☆14Updated 2 years ago
- Link Scheduling using Graph Neural Networks, IEEE TWC☆31Updated 10 months ago
- ☆13Updated 2 years ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆32Updated 4 years ago
- Conference and Journal Paper Implementations☆15Updated 4 months ago
- ☆44Updated 4 years ago
- ☆15Updated last year
- ☆29Updated last year
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆20Updated 11 months ago
- ☆88Updated last year
- Federated learning is a distributed learning method that trains a deep network on user devices without collecting data from central serve…☆13Updated 4 years ago
- Deep reinforcement learning for REsource Allocation in streaM processing☆28Updated last year
- 一个基于图神经网络的强化学习网络资源分配模型☆26Updated 2 years ago
- ☆10Updated last year
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆26Updated last year
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆82Updated last year
- ☆42Updated 2 years ago
- Code for our paper on doing resource allocation with graph neural networks☆29Updated 3 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆22Updated 7 months ago
- Distributed Online Service Coordination Using Deep Reinforcement Learning☆19Updated last year
- Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN☆14Updated 9 months ago
- Implement job scheduling based on REINFORCE and Graph Embedding.☆18Updated 4 years ago
- ☆17Updated 5 years ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆13Updated last year
- MEC，Edge service, Edge Application, Service Computing.☆59Updated 2 years ago
- Bayesian Soft Actor Critic☆15Updated 2 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆53Updated 2 years ago
- This is the code for the paper published in IEEE Cloud Computing 2022☆11Updated 2 years ago