Journal
COMPUTERS IN INDUSTRY
Volume 65, Issue 2, Pages 279-290Publisher
ELSEVIER
DOI: 10.1016/j.compind.2013.11.005
Keywords
Distributed architecture; Cloud computing; System architecture; Service orientation; Collaborative filtering
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We describe a large scale implementation of a video recommendation system in use by the largest media group in Latin America. Taking advantage of existing recommendation system techniques, the proposed architecture goes beyond the state of the art by making use of a commercial cloud computing platform to provide scalability, reduce costs and, more importantly, response times. We discuss the implementation in detail, in particular the design of cloud based features. We also provide a comprehensive generalization of the architecture that allows its application in other settings. (C) 2013 Elsevier B.V. All rights reserved.
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