Structural analysis and link prediction in dynamic networks of Web services

被引：0

作者：

Juszczyszyn, Krzysztof ^{[1
]}

Kolaczek, Grzegorz ^{[1
]}

Dudziak-Gajowiak, Dominika ^{[2
]}

机构：

[1] Wroclaw Univ Sci & Technol, Fac Comp Sci & Management, Wroclaw, Poland

[2] Gen Tadeusz Kosciuszko Mil Acad Land Forces, Fac Management, Wroclaw, Poland

来源：

2017 IEEE 26TH INTERNATIONAL CONFERENCE ON ENABLING TECHNOLOGIES - INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES (WETICE) | 2017年

关键词：

complex network; network of services; link prediction;

D O I：

10.1109/WETICE.2017.55

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We propose a model of dynamic networks of Web services, which allows to define and analyze the patterns of execution of Web services. This concept is illustrated by an experiment involving two service repositories, which provide services in service composition framework. The service networks are created on the basis of the semantic bindings between the services in the repository joined with the actual patterns of the service usage resulting from composition queries. Next, a selection of link prediction methods is used to predict future usage of services, and the discussion of the applicability of link prediction to dynamic networks of services is carried out.

引用

页码：144 / 149

页数：6

共 24 条

[1] Synthy: A system for end to end composition of web services [J].

Agarwal, V ;

Chafle, G ;

Dasgupta, K ;

Karnik, N ;

Kumar, A ;

Mittal, S ;

Srivastava, B .

JOURNAL OF WEB SEMANTICS, 2005, 3 (04) :311-339

[2]

Aggarwal R, 2004, P IEEE I C SERV COMP, P23

[3]

[Anonymous], PROC 12 INT C WORLD

[4]

[Anonymous], 2005, ACM SIGKDD EXPLOR NE

[5] The origin of bursts and heavy tails in human dynamics [J].

Barabási, AL .

NATURE, 2005, 435 (7039) :207-211

[6] From centrality to temporary fame: Dynamic centrality in complex networks [J].

Braha, Dan ;

Bar-Yam, Yaneer .

COMPLEXITY, 2006, 12 (02) :59-63

[7]

Cena F., 2008, COMMUNICATION SIWN S, V4, P34

[8]

Grzech A., 2012, Proceedings of the 2012 13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel & Distributed Computing (SNPD 2012), P635, DOI 10.1109/SNPD.2012.61

[9]

Grzech A, 2012, LECT NOTES COMPUT SC, V7654, P109, DOI 10.1007/978-3-642-34707-8_12

[10] The Time-Series Link Prediction Problem with Applications in Communication Surveillance [J].

Huang, Zan ;

Lin, Dennis K. J. .

INFORMS JOURNAL ON COMPUTING, 2009, 21 (02) :286-303

← 1 2 3 →