Title :
Bounds on Minimal Energy Spent on Computations
Author :
Izydorczyk, Jacek
Author_Institution :
Silesian Univ. of Technol., Gliwice
Abstract :
Heat is dissipated in consequence of computations and must be removed to the ambient. Landaulet´s ultimate limit is very low compared to energy spent by contemporary microprocessors to process one bit of data. Moreover the ultimate limit cannot be reached without sophisticated data coding whereas microprocessors process uncoded bits. In the article data processing by logic gates is considered from Information Theory point of view. A simple model of a logic gate based on additive white gaussian noise (AWGN) channel is proposed. As a result an analytical formula for practical value of the low limit on energy spent on processing one bit of data if uncoded data are processed is obtained. The practical limit is nearly 100 times greater than the ultimate limit and is practically insensitive to basic technological factors. Using Moore´s law is possible to approximate time when the practical limit is reached. After that time a new design paradigm will be needed - reliable systems will be assembled with unreliable gates.
Keywords :
AWGN channels; logic gates; microprocessor chips; AWGN channel; Moore law; additive white gaussian noise channel; data processing; information theory; logic gates; microprocessor chip; time approximation; AWGN; CMOS process; CMOS technology; Circuits; Data processing; Information theory; Logic gates; Microprocessors; Moore´s Law; Temperature; CMOS technology; Information Theory; Moore´s law;
Conference_Titel :
Signal Processing and Information Technology, 2007 IEEE International Symposium on
Conference_Location :
Giza
Print_ISBN :
978-1-4244-1835-0
Electronic_ISBN :
978-1-4244-1835-0
DOI :
10.1109/ISSPIT.2007.4457999