DocumentCode
2510835
Title
Non-preemptive Fuzzy Classification Algorithm for Non-traditional Safety-Critical Systems
Author
Fei, Wang ; Ying-Tao, Xu
Author_Institution
Dept. of Math. & Comput. Sci., Hunan Normal Univ., Changsha, China
fYear
2009
fDate
25-27 Sept. 2009
Firstpage
26
Lastpage
30
Abstract
Non-traditional safety-critical systems are widely used in transportation control, banking and financial systems, and the management of water systems, which have different characteristics with traditional safety-critical systems. In those systems, tasks cannot be determined as critical or non-critical apparently but a few failures of some tasks are acceptable. This paper establishes a new schedule model for non-traditional safety-critical systems and proposes a non-preemptive fuzzy classification (NFC) algorithm. NFC is consisted of two phrases, called initialized step and execution step. Afterwards, NFC and MUF are compared based on sample tasks abstracted from an existing financial system. It is concluded that NFC has fewer failed tasks and similar performance.
Keywords
fuzzy set theory; pattern classification; scheduling; security of data; initialized step and execution step; nonpreemptive fuzzy classification algorithm; nontraditional safety-critical systems; schedule model; Banking; Classification algorithms; Control systems; Electronic mail; Embedded computing; Fuzzy systems; Mathematics; Real time systems; Scheduling algorithm; Transportation; NFC algotithm; Non-traditional safety-critical system; schedule model;
fLanguage
English
Publisher
ieee
Conference_Titel
Scalable Computing and Communications; Eighth International Conference on Embedded Computing, 2009. SCALCOM-EMBEDDEDCOM'09. International Conference on
Conference_Location
Dalian
Print_ISBN
978-0-7695-3825-9
Type
conf
DOI
10.1109/EmbeddedCom-ScalCom.2009.15
Filename
5341584
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