Topk Service Composition Algorithm Based on Optimal QoS

被引:0
|
作者
Li, Gen [1 ,2 ]
Wen, Kejie [1 ,2 ]
Wu, Yaxuan [1 ,2 ]
Zhang, Baili [1 ,2 ]
机构
[1] Southeast Univ, Sch Comp Sci & Engn, Nanjing 211189, Jiangsu, Peoples R China
[2] Supreme Count China, Res Ctr Judicial Big Data, Nanjing 211189, Jiangsu, Peoples R China
来源
关键词
Service composition; Graph model; Path traversal sequence; Optimal QoS; WEB SERVICES;
D O I
10.1007/978-3-030-00009-7_29
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The existing QoS-based Topk service composition algorithm can not guarantee the accuracy and time performance of the service composition. This paper proposes a QoS optimal Topk service composition algorithm based on service dependency graph. The algorithm aims to construct the relationship between services by applying the service dependency graph model and to reduce the traversal space through effective filtering strategies. On the basis of a combined path traversal sequence, the generated service composition is represented directly to avoid retrospective searching. Meanwhile, the process removes the redundant service from the service composition with the idea of dynamic programming. Experiments show that the algorithm has better time performance and higher service composition accuracy for large data sets.
引用
收藏
页码:309 / 321
页数:13
相关论文
共 50 条
  • [21] A Top -K QoS-Optimal Service Composition Approach Based on Service Dependency Graph
    Zhang, Baili
    Wen, Kejie
    Lu, Jianhua
    Zhong, Mingjun
    JOURNAL OF ORGANIZATIONAL AND END USER COMPUTING, 2021, 33 (03) : 50 - 68
  • [22] An optimal semantic network-based approach for web service composition with qos
    Naji Hasan, A.H (hasanye1985@gmail.com), 1600, Universitas Ahmad Dahlan, Jalan Kapas 9, Semaki, Umbul Harjo,, Yogiakarta, 55165, Indonesia (11):
  • [23] QoS-based service composition
    Xia, Jinchun
    30TH ANNUAL INTERNATIONAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE, VOL 2, SHORT PAPERS/WORKSHOPS/FAST ABSTRACTS/DOCTORAL SYMPOSIUM, PROCEEDINGS, 2006, : 359 - 361
  • [24] Improved Genetic Algorithm based Approach for QoS Aware Web Service Composition
    Yilmaz, A. Erdinc
    Karagoz, Pinar
    2014 IEEE 21ST INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS 2014), 2014, : 463 - 470
  • [25] A Knowledge-Based Service Composition Algorithm with Better QoS in Semantic Overlay
    Dai, Huijun
    Qu, Hua
    Zhao, Jihong
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [26] Application of Chaos Ant Colony Algorithm in Web Service composition based on QoS
    Wang Yunwu
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, : 225 - +
  • [27] QoS decomposition for service composition using genetic algorithm
    Mardukhi, Farhad
    NematBakhsh, Naser
    Zamanifar, Kamran
    Barati, Asghar
    APPLIED SOFT COMPUTING, 2013, 13 (07) : 3409 - 3421
  • [28] Towards optimal service composition upon QoS in agent cooperation
    Sombattheera, Chattrakul
    Shen, Jun
    INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2013, 8 (02) : 119 - 132
  • [29] An Optimal Service Selection with Constraints Based on QoS
    Qin, Shengjun
    Chen, Yan
    Mu, Xiangwei
    INTERNATIONAL CONFERENCE ON SOLID STATE DEVICES AND MATERIALS SCIENCE, 2012, 25 : 2050 - 2057
  • [30] A Dynamic QoS-Aware Logistics Service Composition Algorithm Based on Social Network
    Yu, Yang
    Chen, Jian
    Lin, Shangquan
    Wang, Ying
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2014, 2 (04) : 399 - 410