Dynamic clustering of software defined network switches and controller placement using deep reinforcement learning.
E. L. Hocine BouzidiAbdelkader OuttagartsRami LangarRaouf BoutabaPublished in: Comput. Networks (2022)
Keyphrases
- reinforcement learning
- dynamic networks
- network structure
- complex networks
- clustering method
- software development
- k means
- abstraction layer
- dynamic environments
- optimal control
- clustering algorithm
- communication networks
- control system
- function approximation
- computer networks
- machine learning
- link prediction
- closed loop
- network management
- hierarchical clustering
- network traffic
- software systems
- real time
- optimal policy
- computer systems
- learning algorithm
- markov decision processes
- self organizing maps
- data points
- dynamic programming
- wireless sensor networks
- user interface
- fuzzy controller
- multi agent
- model free
- traffic signal
- neural network