Knowledge-Defined Networking

http://www.ac.upc.edu/en

Barcelona Training datasets to encourage open research, development and benchmarking of Machine Learning algorithms applied to Computer Networks.

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                                            Knowledge-Defined Networking

a-deep-rl-approach-for-sdn-routing-optimization

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A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

knowledgedefinednetworking

deep-reinforcement-learning

knowledge-defined-networking

routing-optimization

demo-routenet

108

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48

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Demo of RouteNet in ACM SIGCOMM'19

knowledgedefinednetworking

graph-neural-networks

network-modeling

DRL-GNN

168

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33

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knowledgedefinednetworking

net2vec

32

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19

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This repository is a collection of machine learning models for computer networks.

knowledgedefinednetworking

Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN

45

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19

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knowledgedefinednetworking