TY - GEN
T1 - A Titration Mechanism Based Congestion Model
AU - Wang, Chunlin
AU - Huang, Ning
AU - Sun, Lina
AU - Wen, Guoyi
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/8/9
Y1 - 2018/8/9
N2 - Congestion diffusion resulting from the coupling by resource competing is a kind of typical failure propagation in network systems. The existing models of failure propagation mainly focused on the coupling by direct physical connection between nodes, the most efficiency path, or dependence group, while the coupling by resource competing is ignored. In this paper, a model of network congestion diffusion with resource competing is proposed. With the analysis of the similarities to resource competing in biomolecular network, the model describing the dynamic changing process of biomolecule concentration based on titration mechanism provides reference for our model. Then the innovation on titration mechanism is proposed to describe the dynamic changing process of link load in networks, and a novel congestion model is proposed. By this model, the global congestion can be evaluated. Simulations show that network congestion with resource competing can be obtained from our model.
AB - Congestion diffusion resulting from the coupling by resource competing is a kind of typical failure propagation in network systems. The existing models of failure propagation mainly focused on the coupling by direct physical connection between nodes, the most efficiency path, or dependence group, while the coupling by resource competing is ignored. In this paper, a model of network congestion diffusion with resource competing is proposed. With the analysis of the similarities to resource competing in biomolecular network, the model describing the dynamic changing process of biomolecule concentration based on titration mechanism provides reference for our model. Then the innovation on titration mechanism is proposed to describe the dynamic changing process of link load in networks, and a novel congestion model is proposed. By this model, the global congestion can be evaluated. Simulations show that network congestion with resource competing can be obtained from our model.
KW - Failure propagation
KW - Network congestion diffusion
KW - Network reliability
KW - Resource competing
KW - Titration mechanism
UR - https://www.scopus.com/pages/publications/85052509007
U2 - 10.1109/QRS-C.2018.00089
DO - 10.1109/QRS-C.2018.00089
M3 - 会议稿件
AN - SCOPUS:85052509007
SN - 9781538678398
T3 - Proceedings - 2018 IEEE 18th International Conference on Software Quality, Reliability, and Security Companion, QRS-C 2018
SP - 491
EP - 496
BT - Proceedings - 2018 IEEE 18th International Conference on Software Quality, Reliability, and Security Companion, QRS-C 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 18th IEEE International Conference on Software Quality, Reliability, and Security Companion, QRS-C 2018
Y2 - 16 July 2018 through 20 July 2018
ER -