Fernando de la Prieta is a member of BISITE group of University of Salamanca and has just defended his doctoral thesis.

DIRECTORS

Dr. D. Javier Bajo Pérez
Dra. Dña. Sara Rodríguez González

ABSTRACT

Cloud Computing, a known computing paradigm, has been emerging in recent years with great strength. This paradigm includes a new marketing model based on the pay per use revenue model, which has radically changed the business model on the internet and allowed companies and individual users to rent the computational resources they need at any given time. This new computational model has also allowed the production model for these computational resources to evolve very closely along the lines of the just-in-time production model, in which only the resources needed for the production of services are consumed according to the demand that exists at a given time. Within this context, the term elasticity is used in reference to the services being offered. For this to be possible, a vast number of underlying technologies have had to grow and develop in order to produce a technology niche with the ability to vary the resources associated with each service according to demand.

However, despite the undeniable advances that have been produced at a technological level, there is still much room for improvement in these systems. In this regard, the framework of this doctoral thesis proposes the use of multiagent systems, particularly those based on organizational models to control and monitor a Cloud Computing system. Due to this approach, one of the first in this field of research, new generation Cloud platforms will be able to include characteristics derived from Artificial Intelligence, such as autonomy, proactivity, and learning capabilities. To this end, a new model, unique in its conception, has been proposed; it can provide the organization with intelligent agents with self-adaptive abilities in execution time for open and highly dynamic environments in which there is also a high degree of uncertainty. With this model, the system is able to vary the computational resources associated with each service produced according to existing user demand, using the system’s own dynamic self-adaptation.

 

juan-manuel-corchado-fernandodelaprieta

 

Posted by Juan M. Corchado

Juan Manuel Corchado (15 May 1971, Salamanca, Spain) is Professor at the University of Salamanca. He has been Vice-Rector for Research from 2013 to 2017 and Director of the Science Park of the University of Salamanca. Elected as Dean of the Faculty of Science twice, he holds a PhD in Computer Science from the University of Salamanca and a PhD in Artificial Intelligence from the University of the West of Scotland. He leads the renowned BISITE (Bioinformatics, Intelligent Systems and Educational Technology) Research Group, created in 2000. Director of the IoT Digital Innovation Hub and President of the AIR Institute, J. M. Corchado is also Visiting Professor at the Osaka Institute of Technology since January 2015, Visiting Professor at the Universiti Malaysia Kelantan and Member of the Advisory Group on Online Terrorist Propaganda of the European Counter Terrorism Centre (EUROPOL). J. M. Corchado has been president of the IEEE Systems, Man and Cybernetics Society, and academic coordinator of the University Institute for Research in Art and Animation Technology at the University of Salamanca, as well as researcher at the Universities of Paisley (UK), Vigo (Spain) and the Plymouth Marine Laboratory (UK). He currently combines all his activity with the direction of Master programmes in Security, Digital Animation, Mobile Telephony, Information Systems Management, Internet of Things, Social Media, 3D Design and Printing, Blockchain, Z System, Industry 4.0, Agile Project Management, and Smart Cities & Intelligent Buildings, at the University of Salamanca and his work as editor-in-chief of the journals ADCAIJ (Advances in Distributed Computing and Artificial Intelligence Journal), OJCST (Oriental Journal of Computer Science and Technology) or Electronics MDPI (Computer Science & Engineering section). J. M. Corchado mainly works on projects related to Artificial Intelligence, Machine Learning, Blockchain, IoT, Fog Computing, Edge Computing, Smart Cities, Smart Grids and Sentiment Analysis. He has recently been included in the board of trustees of the AstraZeneca Foundation, along with other health professionals and researchers recognised for bringing scientific knowledge closer to society.

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