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An energy-complexity model for VLSI computations

Citation

Tierno, Jose Andres (1995) An energy-complexity model for VLSI computations. Dissertation (Ph.D.), California Institute of Technology. http://resolver.caltech.edu/CaltechETD:etd-10252007-094408

Abstract

An energy complexity model for CSP programs to be implemented in CMOS VLSI is developed. This model predicts with some accuracy the energy dissipation of the "standard" asynchronous VLSI implementation of a CSP program, associated to a given trace of that program. This energy complexity is used in the analysis of CSP programs, in order to optimize this high level representation of asynchronous circuits for energy efficiency. A lower bound to the energy complexity of a CSP program is derived, based on the information theoretical entropy per symbol of the input/output behavior of the CSP program. This lower bound abstracts the specification of the circuit (that is, its input/output behavior), from the implementation of the specification (that is, the text of the program), and therefore applies to any program that meets the specification. A number of techniques are presented to write programs of low energy complexity, and are applied to several examples.

To link the high level representation of circuits to the CMOS representation, several circuits are analyzed to provide standard translations for basic CSP operators into CMOS. In particular, a method for pipelining bus transfers using the sense-amplifier of the bus as a register is proposed.

Item Type:Thesis (Dissertation (Ph.D.))
Subject Keywords:Digital; Energy; Entropy; Power; Self-timed Asynchronous Architecture
Degree Grantor:California Institute of Technology
Division:Engineering and Applied Science
Major Option:Computer Science
Thesis Availability:Public (worldwide access)
Research Advisor(s):
  • Martin, Alain J.
Thesis Committee:
  • Unknown, Unknown
Defense Date:11 January 1995
Author Email:tierno (AT) us.ibm.com
Record Number:CaltechETD:etd-10252007-094408
Persistent URL:http://resolver.caltech.edu/CaltechETD:etd-10252007-094408
Default Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:4258
Collection:CaltechTHESIS
Deposited By: Imported from ETD-db
Deposited On:25 Oct 2007
Last Modified:26 Dec 2012 03:06

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