A bio-inspired emergent system for intelligent Web service composition and management

被引:49
|
作者
Ding, Yongsheng [1 ]
Sun, Hongbin
Hao, Kuangrong
机构
[1] Donghua Univ, Coll Informat Sci & Technol, Shanghai 201620, Peoples R China
[2] Donghua Univ, Engn Res Ctr Digitized Text & Fash Technol, Minist Educ, Shanghai 201620, Peoples R China
基金
中国国家自然科学基金;
关键词
neuroendocrine-immune system; bio-systemic intelligence; emergence; Web services; agent;
D O I
10.1016/j.knosys.2007.01.007
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Some important mechanisms in neuroendocrine-immune (NEI) system are inspired to design a decentralized, evolutionary, scalable, and adaptive system for Web service composition and management. We first abstract a novel intelligent network model inspired from the NEI system. Based on this model, we then propose a method for Web service emergence by designing a bio-entity as an autonomous agent to represent Web service. As such, automatic composition and dynamic management of Web services can be achieved. Also, we build its computation platform which allows the bio-entities to cooperate over Web services and exploits capabilities of their partners. Finally, the simulation results on the platform show that Web service emergence can be achieved through self-organizing, cooperating, and compositing. The proposed method provides a novel solution for intelligent composition and management of Web services. (C) 2007 Published by Elsevier B.V.
引用
收藏
页码:457 / 465
页数:9
相关论文
共 50 条
  • [21] BIO-INSPIRED ALGORITHMS FOR MOBILITY MANAGEMENT
    Taheri, Javid
    Zomaya, Albert Y.
    JOURNAL OF INTERCONNECTION NETWORKS, 2009, 10 (04) : 497 - 516
  • [22] A Systematic Review of Bio-Inspired Service Concretization
    Wang, Lijuan
    Shen, Jun
    IEEE TRANSACTIONS ON SERVICES COMPUTING, 2017, 10 (04) : 493 - 505
  • [23] A bio-inspired, incremental clustering algorithm for semantics-based web service discovery
    Kamath, S. Sowmya
    Ananthanarayana, V.S.
    International Journal of Reasoning-based Intelligent Systems, 2015, 7 (3-4) : 261 - 275
  • [24] An Intelligent Bio-Inspired Autonomous Surveillance System Using Underwater Sensor Networks
    Khan, Shadab
    Singh, Yash Veer
    Yadav, Prasant Singh
    Sharma, Vishnu
    Lin, Chia-Chen
    Jung, Ki-Hyun
    SENSORS, 2023, 23 (18)
  • [25] BIO-inspired intelligent navigation: from methodology, system theory, to behavioural science
    Li, Wenshuo
    Liu, Xin
    Hu, Pengwei
    Yang, Jian
    Yu, Xiang
    Guo, Lei
    SCIENCE CHINA-INFORMATION SCIENCES, 2024, 67 (09)
  • [26] BIO-inspired intelligent navigation: from methodology, system theory, to behavioural science
    Wenshuo LI
    Xin LIU
    Pengwei HU
    Jian YANG
    Xiang YU
    Lei GUO
    ScienceChina(InformationSciences), 2024, 67 (09) : 333 - 335
  • [27] Bio-inspired approach for intelligent Unattended Ground Sensors
    Hueber, Nicolas
    Raymond, Pierre
    Hennequin, Christophe
    Pichler, Alexander
    Perrot, Maxime
    Voisin, Philippe
    Moeglin, Jean-Pierre
    NEXT-GENERATION ROBOTICS II; AND MACHINE INTELLIGENCE AND BIO-INSPIRED COMPUTATION: THEORY AND APPLICATIONS IX, 2015, 9494
  • [28] A Bio-inspired Network Design Method for Intelligent Transportation
    Yang, Hanchao
    Mayne, Richard
    Deng, Yong
    INTERNATIONAL JOURNAL OF UNCONVENTIONAL COMPUTING, 2019, 14 (3-4) : 199 - 215
  • [29] An Intelligent Bio-Inspired Algorithm for the Faculty Scheduling Problem
    Al-Negheimish, Sarah
    Alnuhait, Fai
    Albrahim, Hawazen
    Al-Mogherah, Sarah
    Alrajhi, Maha
    Hosny, Manar
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2018, 9 (05) : 151 - 159
  • [30] The Design and Application for a Bio-inspired Nonlinear Intelligent Controller
    Liu Bao
    Liu Fei
    Wang Junhong
    2012 THIRD GLOBAL CONGRESS ON INTELLIGENT SYSTEMS (GCIS 2012), 2012, : 189 - 192