Volume 9 Number 3 (Mar. 2014)
Home > Archive > 2014 > Volume 9 Number 3 (Mar. 2014) >
JSW 2014 Vol.9(3): 676-683 ISSN: 1796-217X
doi: 10.4304/jsw.9.3.676-683

Research of the FP-Growth Algorithm Based on Cloud Environments

Lijuan Zhou, Xiang Wang
Information Engineering College, Capital Normal University, Beijing, China

Abstract—The emergence of cloud computing solves the problems that traditional data mining algorithms encounter when dealing with large data. This paper studies the FP-Growth algorithm and proposes a parallel linked list-based FPG algorithm based on MapReduce programming model, named as the PLFPG algorithm. And then it describes the main idea of algorithm. Finally, by using different data sets to test the algorithm, the experimental result shows that PLFPG algorithm has higher efficiency and better flexibility and scalability.

Index Terms—Cloud computing, FP-Growth, MapReduce, Data mining

[PDF]

Cite: Lijuan Zhou, Xiang Wang, "Research of the FP-Growth Algorithm Based on Cloud Environments," Journal of Software vol. 9, no. 3, pp. 676-683, 2014.

General Information

ISSN: 1796-217X (Online)
Frequency:  Quarterly
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, CNKIGoogle Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
  • Apr 26, 2021 News!

    Vol 14, No 4- Vol 14, No 12 has been indexed by IET-(Inspec)     [Click]

  • Nov 18, 2021 News!

    Papers published in JSW Vol 16, No 1- Vol 16, No 6 have been indexed by DBLP   [Click]

  • Dec 24, 2021 News!

     Vol 15, No 1- Vol 15, No 6 has been indexed by IET-(Inspec)   [Click]

  • Nov 18, 2021 News!

    [CFP] 2022 the annual meeting of JSW Editorial Board, ICCSM 2022, will be held in Rome, Italy, July 21-23, 2022   [Click]

  • May 04, 2023 News!

    Vol 18, No 2 has been published with online version    [Click]