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Title:Design automation for circuit reliability and energy efficiency
Author(s):Lin, Chen-Hsuan
Director of Research:Chen, Deming
Doctoral Committee Chair(s):Chen, Deming
Doctoral Committee Member(s):Hwu, Wen-Mei; Rutenbar, Rob A.; Wong, Martin D. F.
Department / Program:Electrical & Computer Eng
Discipline:Electrical & Computer Engr
Degree Granting Institution:University of Illinois at Urbana-Champaign
Degree:Ph.D.
Genre:Dissertation
Subject(s):Electronic design automation
Reliability
Energy efficiency
Data mining
Satisfiability (SAT) solving
Logic restructuring
Assertion
Negative bias temperature instability (NBTI) effect
Modulo arithmetic
Shadow datapath
Abstract:This dissertation presents approaches to improve circuit reliability and energy efficiency from different angles, such as verification, logic synthesis, and functional unit design. A variety of algorithmic methods and heuristics are used in our approaches such as SAT solving, data mining, logic restructuring, and applied mathematics. Furthermore, the scalability of our approaches was taken into account while we developed our solutions. Experimental results show that our approaches offer the following advantages: 1) SAT-BAG can generate concise assertions that can always achieve 100% input space coverage. 2) C-Mine-DCT, compared to a recent publication, can achieve compatible performance with an additional 8% energy saving and 54x speedup for bigger benchmarks on average. 3) C-Mine-APR can achieve up to 13% more energy saving than C-Mine-DCT while confronting designs with more common cases. 4) CSL can achieve 6.5% NBTI delay reduction with merely 2.5% area overhead on average. 5) Our modulo functional units, compared to a previous approach, can achieve a 12.5% reduction in area and a 47.1% reduction in delay for a 32-bit mod-3 reducer. For modulo-15 and above, all of our modulo functional units have better area and delay than their previous counterparts.
Issue Date:2017-12-05
Type:Text
URI:http://hdl.handle.net/2142/99237
Rights Information:Copyright 2017 Chen-Hsuan Lin
Date Available in IDEALS:2018-03-13
2020-03-14
Date Deposited:2017-12


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