An optimal uplink traffic offloading algorithm via opportunistic communications based on machine learning.
Qian WangZhipeng GaoZifan LiXiaojiang DuMohsen GuizaniPublished in: Peer-to-Peer Netw. Appl. (2020)
Keyphrases
- dynamic programming
- learning algorithm
- machine learning
- worst case
- optimal solution
- optimization algorithm
- preprocessing
- k means
- computational cost
- np hard
- cost function
- significant improvement
- matching algorithm
- search space
- probabilistic model
- globally optimal
- detection algorithm
- neural network
- optimal parameters
- convergence rate
- traffic flow
- expectation maximization
- particle swarm optimization
- linear programming
- lower bound
- objective function
- similarity measure
- data mining