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A 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:scopusAutonomic computing in manufacturing process coordination in industry 4.0 context
ArticleAbstract: Industry 4.0 is defined as a paradigm that integrates the latest technological inventions in ArtificPalabras claves:Autonomic computing, Autonomous coordination, everything mining, industry 4.0, Internet of everythingAutores:Exposito E., José Lisandro Aguilar Castro, Sanchez M.B.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:scopusARMISCOM: Autonomic reflective middleware for management service composition
Conference ObjectAbstract: In services composition the failure of a single service generates an error propagation in the othersPalabras claves:Autonomic Computing Architecture, reflective middleware, Web Service Composition, Web service fault toleranceAutores:Exposito E., José Lisandro Aguilar Castro, Subias A., Vizcarrondo J.Fuentes:scopusARMISCOM: self-healing service composition
ArticleAbstract: In the domain of the service composition, the failure of a service generates error propagation in thPalabras claves:autonomous systems, Fault tolerance, reflective middleware, SOA ApplicationsAutores:Exposito E., José Lisandro Aguilar Castro, Subias A., Vizcarrondo J.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: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:scopusImplementing self-* autonomic properties in self-coordinated manufacturing processes for the Industry 4.0 context
ArticleAbstract: Industry 4.0 requires high levels of autonomy in order to guarantee the manufacturing processes to aPalabras claves:Autonomic computing, industry 4.0, Process mining, Self-coordination, Self-supervisingAutores:Exposito E., José Lisandro Aguilar Castro, Sanchez M.B.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