Title :
Adaptive resource provisioning using traffic forecasting for energy efficient networks
Author :
Lee, Chankyun ; Kim, Junhyuk ; Kim, Yoontae ; Rhee, June Koo Kevin
Author_Institution :
Dept. of Electr. Eng., KAIST, Daejeon, South Korea
Abstract :
A traffic forecast model for a multilane sleep/wake link is investigated where energy consumption can be significantly reduced. A Box-Jenkins ARIMA forecast model is investigated and applied for traffic forecast. The relations among forecasting confidential interval, energy saving performance, buffer size requirement for lossless network are investigated.
Keywords :
autoregressive moving average processes; forecasting theory; telecommunication networks; telecommunication traffic; Box-Jenkins ARIMA forecast model; adaptive resource provisioning; energy efficient networks; multilane sleep-wake link; traffic forecasting; Biological system modeling; Energy consumption; Energy efficiency; Forecasting; Performance evaluation; Predictive models; Time series analysis; Sleep/awake algorithm; green networks; proportional device; resource provisioning; traffic forecast;
Conference_Titel :
Information and Communication Technology Convergence (ICTC), 2010 International Conference on
Conference_Location :
Jeju
Print_ISBN :
978-1-4244-9806-2
DOI :
10.1109/ICTC.2010.5674793
