Title :
On catastrophic nature of network performance degradation induced by traffic correlations
Author :
Li, Guang-Liang ; Li, Fang-Ming
Author_Institution :
Inst. of Comput. Technol., Acad. Sinica, Beijing, China
Abstract :
Although it is evident that traffic correlations may have significant performance impacts on networks, it is still not clear how correlated traffic may deteriorate network performance. This paper demonstrates the catastrophic nature of network performance degradation induced by traffic correlations, that is, as long as the correlation time is large enough, bistability may appear in network behavior, which may cause the network to change abruptly from one stable state to another. This catastrophic behavior may have significant impacts on traffic control and engineering
Keywords :
Markov processes; asynchronous transfer mode; computer networks; correlation theory; performance evaluation; telecommunication traffic; bistability; catastrophic nature; correlation time; network performance degradation; stable state; traffic control; traffic correlations; traffic engineering; Analytical models; Autocorrelation; Communication system traffic control; Computers; Large-scale systems; Performance analysis; Stochastic processes; Switches; Telecommunication traffic; Traffic control;
Conference_Titel :
Communications, 1997. ICC '97 Montreal, Towards the Knowledge Millennium. 1997 IEEE International Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-3925-8
DOI :
10.1109/ICC.1997.609879