Depth-bounded Graph Partitioning Algorithm and Dual Clocking Method for Realization of Superconducting SFQ Circuits
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Published:2021-01-31
Issue:1
Volume:17
Page:1-22
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ISSN:1550-4832
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Container-title:ACM Journal on Emerging Technologies in Computing Systems
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language:en
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Short-container-title:J. Emerg. Technol. Comput. Syst.
Author:
Pasandi Ghasem1ORCID,
Pedram Massoud1
Affiliation:
1. University of Southern California (USC), Los Angeles, CA
Abstract
Superconducting Single Flux Quantum (SFQ) logic with switching delay of
1ps
and switching energy of 10
−19
J
is a potential emerging candidate for replacing Complementary Metal Oxide Semiconductor (CMOS) to achieve very high speed and ultra energy efficiency. Conventional SFQ circuits need Full Path Balancing (FPB), which tends to require insertion of many path balancing buffers (D-Flip-Flops). FPB method increases total power consumption as well as total area of the chip. This article presents a novel scheme for realization of superconducting SFQ circuits by introducing a new depth-bounded graph partitioning algorithm in combination with a dual clocking method (slow and fast clock pulses) that minimizes the aforesaid path balancing overheads. Experimental results show that the proposed solution reduces total number of path balancing buffers and total static power consumption by an average of 2.68× and 60%, respectively, when compared to the best of other methods for realizing SFQ circuits. However, our scheme degrades the peak throughput; therefore, it is especially valuable when the actual throughput of the SFQ circuit is much lower than the peak theoretical throughput. This is typically the case due to high-level data dependencies of the application that feeds data into an SFQ circuit.
Funder
Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), via the U.S. Army Research Office
Software and Hardware Foundations program of the National Science Foundation
Publisher
Association for Computing Machinery (ACM)
Subject
Electrical and Electronic Engineering,Hardware and Architecture,Software
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