The self-adaptive routing strategy to alleviate packet loss in finite buffer networks. (23rd December 2021)

• Record Type: Journal Article
• Authors: Wu, Qing; Liu, Qing-Yang; Ling, Xiang; Zhang, Li-Jun
• Is Part Of: Journal of statistical mechanics. (2021:Dec.)
• Publication Date: 2021-12-23
• Subjects: network dynamics -- nonlinear dynamics; Statistical mechanics -- Periodicals; Mechanics -- Statistical methods -- Periodicals; 530.1305
• DOI: 10.1088/1742-5468/ac3b44
• Languages: English
• ISSNs: 1742-5468

Abstract

Abstract: In real communication or transportation systems, loss of agents is very common due to finite storage capacity. We study the traffic dynamics in finite buffer networks and propose a routing strategy motivated by a heuristic algorithm to alleviate packet loss. Under this routing strategy, the traffic capacity is further improved, comparing to the shortest path routing strategy and efficient routing strategy. Then we investigate the effect of this routing strategy on the betweenness of nodes. Through dynamic routing changes, the maximum node betweenness of the network is greatly reduced, and the final betweenness of each node is almost the same. Therefore, the routing strategy proposed in this paper can balance the node load, thereby effectively alleviating packet loss.