Abstract
Admission control plays an important role in providing QoS to network users. Motivated by the measurement-based admission control algorithm, this letter proposed a new admission control approach for integrated service packet network based on traffic prediction. In the letter, FARIMA(p,d,q) models in the admission control algorithm is deployed. A method to simplify the FARIMA model fitting procedure and hence to reduce the time of traffic modeling and prediction is suggested. The feasibility-study experiments show that FARIMA models which have less number of parameters can be used to model and predict actual traffic on quite a large time scale. Simulation results validate the promising approach.
References
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Supported in part by the National Natural Science Foundation of China under grant No.69872025, the Information Office of Tianjin Municipal Government and a Gift from Cisco System
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Lu, K., Jin, Z. & Zou, J. A new admission control approach based on prediction. J. of Electron.(China) 19, 209–214 (2002). https://doi.org/10.1007/s11767-002-0038-7
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DOI: https://doi.org/10.1007/s11767-002-0038-7