Knowledge-Defined Networking
Training datasets to encourage open research, development and benchmarking of Machine Learning algorithms applied to Computer Networks.
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- network-modeling-GNN Public
knowledgedefinednetworking/network-modeling-GNN’s past year of commit activity - a-deep-rl-approach-for-sdn-routing-optimization Public
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
knowledgedefinednetworking/a-deep-rl-approach-for-sdn-routing-optimization’s past year of commit activity - Understanding-the-Modeling-of-Network-Delays-using-NN Public
Recent trends in networking are proposing the use of Machine Learning (ML) techniques for the control and operation of the network. In this context, ML can be used as a computer network modeling technique to build models that estimate the network performance. Indeed, network modeling is a central technique to many networking functions, for insta…
knowledgedefinednetworking/Understanding-the-Modeling-of-Network-Delays-using-NN’s past year of commit activity