Computer Science ›› 2019, Vol. 46 ›› Issue (5): 73-76.doi: 10.11896/j.issn.1002-137X.2019.05.011

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Novel Fault Diagnosis Parallel Algorithm for Hypercube Networks

GUO Yang1,2, LIANG Jia-rong1,2, LIU Feng1,2, XIE Min1   

  1. (School of Computer and Electronics Information,Nanning 530004,China)1
    (Guangxi Key Laboratory of Multimedia Communications and Network Technology,Nanning 530004,China)2
  • Received:2018-03-29 Revised:2018-06-04 Published:2019-05-15

Abstract: Hypercube is one of valuable interconnection networks.Aiming at the problem of high complexity of existing fault diagnosis algorithm in hypercube network,this paper proposed a concept of fault fan.The parallel depth-first search strategy algorithm is used to find the fault fan in hypercube networks,and the fault node of network is determined in order to replace or repair it,which provides a significant way for enhancing the reliability of network.In the end,the complexity of the proposed algorithm was analyzed.It is proved that the time complexity of the algorithm does not exceed O(N),which is far better than the algorithm with more than square complexity.

Key words: Fault diagnosis, Fault fans, Hypercube network, System level diagnosis

CLC Number: 

  • TP373
[1]ZHOU S,LIN L,XU L,et al.The t/k-Diagnosability of Star Graph Networks[J].IEEE Transactions on Computers,2015,64(2):547-555.
[2]LIANG J R,ZHANG Q,LI H.Structural Properties and t/s-Diagnosis for Star Networks based on the PMC Model[J].IEEE Access,2017,5(11):26175-26183.
[3]CHENG E,LIPTÁK L.Linearly many faults in Cayley graphs generated by transposition trees[J].Information Sciences,2007,177(22):4877-4882.
[4]GUO L,HOU W,GUO P.Designs of 3D mesh and torus optical Network-on-Chips:Topology,optical router and routing module[J].China Communications,2017,14(5):17-29.
[5]LIN L,ZHOU S,XU L,et al.The Extra Connectivity and Con-ditional Diagnosability of Alternating Group Networks[J].IEEE Transactions on Parallel & Distributed Systems,2015,26(8):2352-2362.
[6]YE L C,LIANG J R,LIN H X.A fast pessimisticDiagnosis Algorithm for Hypercube-Like Networks under the Comparison Model[J].IEEE Transactions on Computers,2016,65(9):2884-2888.
[7]YE T L,HSIEH S Y.A Scalable Comparison-Based Diagnosis Algorithm for Hypercube-Like Networks[J].IEEE Transactions on Reliability,2013,62(4):789-799.
[8]LEE S C,HOOK L R.Logic and Computer Design in Nanospace[J].IEEE Transactions on Computers,2008,57(7):965-977.
[9]ROOSE D,BOMANS L,HEMPEL R.The Argonne/GMD macros in FORTRAN for portable parallel programming and their implementation on the Intel iPSC/2[J].Parallel Computing,1990,15(1):119-132.
[10]ZHU Q.On conditional diagnosability and reliability of the BC networks[J].Journal of Supercomputing,2008,45(2):173-184.
[11]YE L C,LIANG J R.Five-Round Adaptive Diagnosis in Hamiltonian Networks[J].IEEE Transactions on Parallel & Distributed Systems,2015,26(9):2459-2464.
[12]TSAI C H,CHEN J C.Fault isolation and identification in ge-neral biswapped networks under the PMC diagnostic model [J].Theoretical Computer Science,2013,501(3):62-71.
[13]CHANG G Y,CHANG G J,CHEN G H.Diagnosabilities of Regular Networks[J].IEEE Transactions on Parallel & Distributed Systems,2005,16(4):314-323.
[14]LAI P L,TAN J J M,CHANG C P,et al.Conditional Diagno-sability Measures for Large Multiprocessor Systems[J].IEEE Transactions on Computers,2005,54(2):165-175.
[15]CHESSA S,ERRICO W,MAESTRINI P,et al.Self-diagnostic tools of the APEmille parallel machine[J].IEE Proceedings-Computers and Digital Techniques,2002,149(6):273-279.
[16]PREPARATA F P,METZE G,CHIEN R T.On the Connection Assignment Problem of Diagnosable Systems[J].IEEE Transactions on Electronic Computers,1967,16(6):848-854.
[17]LIANG J,ZHANG Q.The t/s-diagnosability of HypercubeNetworks under the PMC and Comparison Models[J].IEEE Access,2017,5(1):5340-5346.
[18]CHANG N W,HSIEH S Y.Conditional Diagnosability of (n,k)-Star Graphs under the PMC Model[J].IEEE Transactions on Dependable & Secure Computing,2016,15(2):207-216.
[19]CHANG N W,HSIEH S Y.Structural Properties and Condi-tional Diagnosability of Star Graphs by Using the PMC Model[J].IEEE Transactions on Parallel & Distributed Systems,2014,25(11):3002-3011.
[20]YUAN J,LIU A,MA X,et al.The g-Good-Neighbor Conditio-nal Diagnosability of,-Ary,-Cubes under the PMC Modeland MM* Model[J].IEEE Transactions on Parallel & Distributed Systems,2014,26(4):1165-1177.
[21]SULLIVAN G F.An O(t 3+|E|) fault identification algorithm for diagnosable systems[J].IEEE Transactions on Computers,1988,37(4):388-397.
[22]DAHBURA A T,MASSON G M.An O(n2.5) Fault Identification Algorithm for Diagnosable Systems[J].IEEE Transactions on Computers,1984,33(6):486-492.
[23]MEYER G G L.A fault diagnosis algorithm for asymmetricmodular architectures[J].IEEE Transactions on Computers,1981,30(1):81-83.
[24]HAKIMI S L,AMIN A T.Characterization of Connection Assignment of Diagnosable Systems[J].IEEE Transactions on Computers,1974,23(1):86-88.
[25]徐俊明.组合网络理论[M].北京:科学出版社,2007:96.
[26]AHARONI R.Menger’s Theorem for Graphs Containing no Infinite Paths[J].European Journal of Combinatorics,1983,4(3):201-204.
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