A Titration Mechanism Based Congestion Model
| Title | A Titration Mechanism Based Congestion Model |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Authors | Wang, C., Huang, N., Sun, L., Wen, G. |
| Conference Name | 2018 IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C) |
| Date Published | July 2018 |
| Publisher | IEEE |
| ISBN Number | 978-1-5386-7839-8 |
| Keywords | Analytical models, Biological system modeling, biomolecular network, computer networks, congestion model, coupled congestion control, Couplings, direct physical connection, dynamic changing process, failure propagation, global congestion, Load modeling, network congestion diffusion, network reliability, network systems, pubcrawl, Reliability engineering, resilience, Resiliency, resource competing, Scalability, telecommunication congestion control, titration mechanism |
| Abstract | 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. |
| URL | https://ieeexplore.ieee.org/document/8432017 |
| DOI | 10.1109/QRS-C.2018.00089 |
| Citation Key | wang_titration_2018 |
- Load modeling
- titration mechanism
- telecommunication congestion control
- Scalability
- resource competing
- Resiliency
- resilience
- Reliability engineering
- pubcrawl
- network systems
- network reliability
- network congestion diffusion
- Analytical models
- global congestion
- failure propagation
- dynamic changing process
- direct physical connection
- Couplings
- coupled congestion control
- congestion model
- computer networks
- biomolecular network
- Biological system modeling