Extended multi-agent system based service composition in the Internet of things

被引:0
作者
Berrani, Samir [1 ]
Yachir, Ali [1 ]
Djemaa, Badis [1 ]
Aissani, Mohamed [1 ]
机构
[1] Mil Polytech Sch EMP, Artificial Intelligence Lab, POB 17, Algiers, Algeria
来源
2018 3RD INTERNATIONAL CONFERENCE ON PATTERN ANALYSIS AND INTELLIGENT SYSTEMS (PAIS) | 2018年
关键词
Internet of things; service composition; multi-agent system; semantic web; AWARE APPROACH;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Internet of Things' (IoT) services offer an asset to improve IoT applications and their effectiveness in order to provide smartness to our environment. Academic and industrial actors are engaged to develop the IoT service composition paradigm. Indeed, it enables the aggregation of IoT services to satisfy complex supplies from several application domains. It can also be used to develop original IoT applications in an efficient, flexible and dynamic way. This paper proposes an approach for IoT service composition using a multi-agent system where several agents are engaged to satisfy the user's request. Simple reflex agents represent services, links, and requests. However, goal-based agent stands for the reasoner of the proposed MAS. The SysML language and the Netlogo platform are used respectively to design and implement the proposed approach. The test scenarios show obviously the importance, practicability, and suitability of the multi-agent systems for the IoT application based on service composition.
引用
收藏
页码:176 / 183
页数:8
相关论文
共 24 条
[1]  
Adadi A., 2015, J THEORETICAL APPL I, V71, P460
[2]  
AlSedrani Aram, 2016, INT J WEB SERVICE CO, P1, DOI [10.5121/ijwsc.2016.7101, DOI 10.5121/IJWSC.2016.7101]
[3]  
Belmabrouk K., 2016, IJACSA INT J ADV COM, V7
[4]  
Bennajeh A., 2015, SOFTW ENG INT SYST P, V3
[5]  
Berrani S., 2018, 6 IFIP INT C COMP I
[6]  
Berrani S., 2018, ADV COMPUTING SYSTEM
[7]   Trust Management for SOA-Based IoT and Its Application to Service Composition [J].
Chen, Ing-Ray ;
Guo, Jia ;
Bao, Fenye .
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2016, 9 (03) :482-495
[8]   A Transaction and QoS-Aware Service Selection Approach Based on Genetic Algorithm [J].
Ding, ZhiJun ;
Liu, JunJun ;
Sun, YouQing ;
Jiang, ChangJun ;
Zhou, MengChu .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2015, 45 (07) :1035-1046
[9]   Internet of Things: A Review of Surveys Based on Context Aware Intelligent Services [J].
Gil, David ;
Ferrandez, Antonio ;
Mora-Mora, Higinio ;
Peral, Jesus .
SENSORS, 2016, 16 (07)
[10]   Service composition for IP smart object using realtime Web protocols: Concept and research challenges [J].
Han, Son N. ;
Khan, Imran ;
Lee, Gyu Myoung ;
Crespi, Noel ;
Glitho, Roch H. .
COMPUTER STANDARDS & INTERFACES, 2016, 43 :79-90