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9th International Conference on Management of Digital EcoSystems, MEDES 2017(1)
Computer Networks(1)
IEEE Communications Surveys and Tutorials(1)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015(1)
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Ciencias de la computación(6)
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scopus(7)
An autonomic traffic analysis proposal using Machine Learning techniques
Conference ObjectAbstract: Network analysis has recently become in one of the most challenging tasks to handle due to the rapidPalabras claves:Autonomic computing, Machine learning, Quality of service, Traffic analysisAutores:Budoin C., Exposito E., Fannia Pacheco, Gineste M.Fuentes:scopusA Wearable Machine Learning Solution for Internet Traffic Classification in Satellite Communications
Conference ObjectAbstract: In this paper, we present an architectural framework to perform Internet traffic classification in SPalabras claves:Deep packet inspection, Internet traffic classification, Machine learning, Satellite communicationsAutores:Exposito E., Fannia Pacheco, Gineste M.Fuentes:scopusA framework to classify heterogeneous Internet traffic with Machine Learning and Deep Learning techniques for satellite communications
ArticleAbstract: Nowadays, the Internet network system serves as a platform for communication, transaction, and enterPalabras claves:Encrypted traffic, Internet traffic classification, Machine learning, QoS management, Satellite communicationsAutores:Exposito E., Fannia Pacheco, Gineste M.Fuentes:scopusCARMiCLOC: Context Awareness Middleware in Cloud Computing
Conference ObjectAbstract: Technological advances such as miniaturization of sensors, mobile devices and increased computationaPalabras claves:Context-awareness, Ontologies, Reflective Middleware Web ServicesAutores:Exposito E., Jerez M., José Lisandro Aguilar Castro, Villemur T.Fuentes:scopusFog computing for the integration of agents and web services in an autonomic reflexive middleware
ArticleAbstract: Service-oriented architecture (SOA) has emerged as a dominant architecture for interoperability betwPalabras claves:CLOUD COMPUTING, fog computing, Integration, Intelligent environment, MAS, SOAAutores:Exposito E., José Lisandro Aguilar Castro, Sanchez M.B.Fuentes:scopusDistributed chronicles for recognition of failures in web services composition
Conference ObjectAbstract: The chronicles paradigm has been used to determine fault in dynamic systems, allow modeling the tempPalabras claves:Distributed Chronicles, Fault Diagnosis System, reflective middleware, SOA ApplicationsAutores:Exposito E., José Lisandro Aguilar Castro, Subias A., Vizcarrondo J.Fuentes:scopusTowards the Deployment of Machine Learning Solutions in Network Traffic Classification: A Systematic Survey
ArticleAbstract: Traffic analysis is a compound of strategies intended to find relationships, patterns, anomalies, anPalabras claves:Internet traffic, Machine learning, traffic classification, traffic monitoringAutores:Budoin C., Exposito E., Fannia Pacheco, Gineste M., José Lisandro Aguilar CastroFuentes:scopus