Title :
A new 0–1 linear program for QoS and transactional-aware web service composition
Author :
Gabrel, Virginie ; Manouvrier, Maude ; Megdiche, Imen ; Murat, Cécile
Author_Institution :
LAMSADE, Univ. Paris-Dauphine, Paris, France
Abstract :
In this article, we propose a new model based on 0-1 linear programming for determining a composite web service (structured by a workflow) maximizing a QoS aggregate measure and satisfying transactional properties. The QoS measure is a classical weighted sum of five QoS criteria and the transactional properties are a set of rules that ensures a reliable execution of the composite web service. The proposed 0-1 linear program is solved using a standard solver (CPLEX) and our experiments show that big-size instances can be exactly solved. At our knowledge, it is the first time that a linear program with a polynomial number of variables and constraints is proposed for QoS-driven and transactional-driven web service composition.
Keywords :
Web services; linear programming; polynomials; quality of service; 0-1 linear program; CPLEX solver; QoS aggregate measure; QoS criteria; QoS-driven Web service composition; big-size instance; composite Web service; polynomial number; quality of service; transactional property; transactional-aware Web service composition; Aggregates; Approximation algorithms; Linear programming; Mathematical model; Quality of service; Reliability; Web services;
Conference_Titel :
Computers and Communications (ISCC), 2012 IEEE Symposium on
Conference_Location :
Cappadocia
Print_ISBN :
978-1-4673-2712-1
Electronic_ISBN :
1530-1346
DOI :
10.1109/ISCC.2012.6249407