A Proposal for the Specification of Data Mining Services in Cloud Computing

Manuel Parra-Royon, Jose M. Benitez

2018

Abstract

For more than a decade, languages such as WSDL, SA-WSDL, OWL-S and others have been proposed to tackle the problem of service description. These service description languages do not take into account key aspects of cloud computing. Inherent features such as interaction techniques between entities, service-level agreement or pricing are necessary when defining a cloud computing service. Regarding cloud data mining services, specific issues of experimentation and the execution process should be included, among others. Following the Linked Data proposal, it is possible to design a specification for the exchange of data mining services and achieve the highest level of interoperability. In this paper we propose a schema of definition of data mining service in cloud computing using Linked Data and validate its operation by defining a complete service. Our proposal is suitable for fully defining data mining services in a comprehensive approach, including all aspects associated with an on-demand cloud service.

Paper Citation

in Harvard Style

Parra-Royon M. and Benitez J. (2018). A Proposal for the Specification of Data Mining Services in Cloud Computing.In Proceedings of the 8th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, ISBN 978-989-758-295-0, pages 541-548. DOI: 10.5220/0006776905410548

in Bibtex Style

@conference{closer18,
author={Manuel Parra-Royon and Jose M. Benitez},
title={A Proposal for the Specification of Data Mining Services in Cloud Computing},
booktitle={Proceedings of the 8th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,},
year={2018},
pages={541-548},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006776905410548},
isbn={978-989-758-295-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 8th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,
TI - A Proposal for the Specification of Data Mining Services in Cloud Computing
SN - 978-989-758-295-0
AU - Parra-Royon M.
AU - Benitez J.
PY - 2018
SP - 541
EP - 548
DO - 10.5220/0006776905410548