Intelligent business processes composition based on multi-agent systems

Abstract

This paper proposes a novel model for automatic construction of business processes called IPCASCI (Intelligent business Processes Composition based on multi-Agent systems, Semantics and Cloud Integration). The software development industry requires agile construction of new products able to adapt to the emerging needs of a changing market. In this context, we present a method of software component reuse as a model (or methodology), which facilitates the semi-automatic reuse of web services on a cloud computing environment, leading to business process composition. The proposal is based on web service technology, including: (i) Automatic discovery of web services; (ii) Semantics description of web services; (iii) Automatic composition of existing web services to generate new ones; (iv) Automatic invocation of web services. As a result of this proposal, we have presented its implementation (as a tool) on a real case study. The evaluation of the case study and its results are proof of the reliability of IPCASCI.

Adaptive and Dynamic Service Composition for Cloud-Based Mobile Application

“…The tokens describe the state of the net. Hereby an arc connects a condition (place) with an event (transition) and vice versa [3].…”

“…It also carry out an automatic composition of web services for corresponding business processes [3]. Agents are built with intelligent behavior based on respective task to be completed.…”

“…We have adapted the orchestration approach as used in [11] to improve the availability. HPN as proposed by [3], will be used to reduce errors. We aim to reduce service selection scope and improve on the composition efficiency.…”

Fog computing for the integration of agents and web services in an autonomic reflexive middleware

“…On the other hand, García et al [31] propose a model for automatic construction of business processes, called IPCASCI (Intelligent business Processes Composition based on multi-Agent systems, Semantics and Cloud Integration), in order to facilitates the business process construction on cloud computing environments. It deals with the development of a proposal that facilitates the creation of such processes, in the form of web services, from other semi-automatic functional services.…”

Distributed C-Means Algorithm for Big Data Image Segmentation on a Massively Parallel and Distributed Virtual Machine Based on Cooperative Mobile Agents

“…Multi-agent system is the aim of several researchers and developers in order to design and implement some methods and solutions which improve existing methods and create new ones in order to achieve high performance results, save time and make the work easy in many domains. As examples, in the renewable energy domain [1] the authors proposed a method that parallelizes the procedure for detection of illegal consumers of electricity which can be improved by the use of a distributed architecture based on the multi-agent systems; and in web semantic domain [2] the authors proposed a novel model for automatic construction of business processes based on multi-agent systems. In the high performance computing domain, the authors in [3] proposed the use of this technology in order to improve the management, the flexibility and the reusability of grid like parallel computing architectures.…”