A new 0–1 linear program for QoS and transactional-aware web service composition
Virginie Gabrel, Maude Manouvrier, Imen Megdiche, Cécile Murat · 2012
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.