Title :
Memory accesses reordering for interconnect power reduction in sum-of-products computations
Author :
Masselos, Konstantinos ; Theoharis, Spyros ; Merakos, Panagiotis ; Stouraitis, Thanos ; Goutis, Costas E.
Author_Institution :
INTRACOM S.A., Attika, Greece
fDate :
11/1/2002 12:00:00 AM
Abstract :
Techniques for interconnect power consumption reduction in realizations of sum-of-products computations are presented. The proposed techniques reorder the sequence of accesses of the coefficient and data memories to minimize power-costly address and data bus bit switching. The reordering problem is systematically formulated by mapping into the traveling salesman´s problem (TSP) for both single and multiple functional unit architectures. The cost function driving the memory accesses reordering procedure explicitly takes into consideration the static information related to algorithms´ coefficients and storage addresses and data-related dynamic information. Experimental results from several typical digital signal-processing algorithms prove that the proposed techniques lead to significant bus switching activity savings. The power consumption in the data paths is reduced in most cases as well.
Keywords :
digital arithmetic; digital storage; system buses; travelling salesman problems; DSP algorithms; address bit switching; algorithm coefficients; cost function; data bus bit switching; data paths; digital signal processing; interconnect power consumption reduction; memory accesses reordering; sum-of-products computations; traveling salesman´s problem; Computer architecture; Cost function; Digital signal processing; Encoding; Energy consumption; Finite impulse response filter; Power dissipation; Power system interconnection; Signal processing algorithms; Signal synthesis;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2002.804060