Title :
Adaptive Frequency Control of Packet Processing Engines in Telecommunication Networks
Author :
Bruschi, Roberto ; Davoli, Franco ; Mongelli, Maurizio
Author_Institution :
Res. Unit, Univ. of Genoa, Genoa, Italy
Abstract :
This letter addresses the problem of energy saving in packet processing engines of network devices. The case of a single traffic queue is considered. The aim is to guarantee a delay constraint while adjusting the power consumption and the queue service rate. A feedback control is used, which is adaptive to the statistical behavior of traffic sources. The feedback is exploited by a heuristics and an optimal control technique. The latter approach, in particular, is capable of driving indications about which system conditions (statistical parameters and buffer size) are potentially more sensitive to energy saving.
Keywords :
automatic frequency control; feedback; optimal control; queueing theory; statistical analysis; telecommunication control; telecommunication power management; telecommunication traffic; adaptive frequency control; buffer size; delay constraint; energy saving; feedback control; network devices; optimal control technique; packet processing engines; power consumption; queue service rate; single traffic queue; statistical behavior; statistical parameters; system conditions; traffic sources; Bandwidth; Delays; Engines; Neural networks; Optimal control; Quality of service; Vectors; Green networking; effective bandwidth; optimal control;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2014.2323244