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Optimal Checkpoint Selection with Dual-Modular Redundancy Hardening

Authors
Kang, Shin-HaengPark, Hae-wooKim, SungchanOh, HyunokHa, Soonhoi
Issue Date
Jul-2015
Publisher
IEEE COMPUTER SOC
Keywords
Checkpoint; task graph; multiprocessor; reliability; optimal algorithm
Citation
IEEE TRANSACTIONS ON COMPUTERS, v.64, no.7, pp.2036 - 2048
Indexed
SCIE
SCOPUS
Journal Title
IEEE TRANSACTIONS ON COMPUTERS
Volume
64
Number
7
Start Page
2036
End Page
2048
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/156842
DOI
10.1109/TC.2014.2349492
ISSN
0018-9340
Abstract
With the continuous scaling of semiconductor technology, failure rate is increasing significantly so that reliability becomes an important issue in multiprocessor system-on-chip (MPSoC) design. We propose an optimal checkpoint selection with task duplication hardening to tolerate transient faults. A target application is specified in a task graph, and the schedule/checkpoint placements are determined at design time. The proposed optimal algorithm minimizes the checkpoint overhead with a latency constraint. Experimental results show that the proposed algorithm effectively reduces the minimum end-to-end latency to perform a fault-tolerant schedule. In addition, the proposed algorithm dramatically decreases the checkpointing overhead on uniprocessor and multiprocessor systems compared with a greedy approach and an equidistant algorithm.
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