CATENA, TIZIANA
CATENA, TIZIANA
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE, ELETTRONICA E TELECOMUNICAZIONI
AI-based resource prediction in network function vrtualization architectures
2021 Eramo, V.; Valente, F.; Lavacca, F. G.; Catena, T.
Application of a long short term memory neural predictor with asymmetric loss function for the resource allocation in NFV network architectures
2021 Eramo, Vincenzo; Lavacca, Francesco Giacinto; Catena, Tiziana; Salazar, Paul Jaime Perez
Application of an Innovative Convolutional/LSTM Neural Network for Computing Resource Allocation in NFV Network Architectures
2022 Eramo, V.; Catena, T.
Cost-aware and aI-based resource prediction in softwarized networks
2021 Eramo, V.; Valente, F.; Lavacca, F. G.; Catena, T.
Distributed LSTM-based cloud resource allocation in network function virtualization architectures
2022 Catena, T.; Eramo, V.; Panella, M.; Rosato, A.
Effectiveness of segment routing technology in reducing the bandwidth and cloud resources provisioning times in network function virtualization architectures
2019 Eramo, Vincenzo; Lavacca, Francesco G.; Catena, Tiziana; Polverini, Marco; Cianfrani, Antonio
Impact of the maximum number of switching reconfigurations on the cost saving in network function virtualization environments with elastic optical interconnection
2019 Eramo, V.; Lavacca, F. G.; Catena, T.
Proposal and investigation of a convolutional and lstm neural network for the cost-aware resource prediction in softwarized networks†
2021 Eramo, V.; Valente, F.; Catena, T.; Lavacca, F. G.
Proposal and investigation of a scalable NFV orchestrator based on segment routing data/control plane
2018 Eramo, V.; Lavacca, F. G.; Catena, Tiziana; Polverini, M.; Cianfrani, A.
Proposal and investigation of an artificial intelligence (Ai)-based cloud resource allocation algorithm in network function virtualization architectures
2020 Eramo, V.; Lavacca, F. G.; Catena, T.; Salazar, P. J. P.
Proposal and investigation of an ETSI NFV architecture supporting aI-based resource prediction
2021 Eramo, V.; Catena, T.
Proposal and investigation of an optical reconfiguration cost aware policy for resource allocation in network function virtualization infrastructures
2019 Eramo, V.; Catena, T.; Lavacca, F. G.
Reconfiguration of cloud and bandwidth resources in NFV architectures based on segment routing control/data plane
2019 Eramo, V.; Cianfrani, A.; Catena, T.; Polverini, M.; Lavacca, F. G.
Reconfiguration of optical-NFV network architectures based on cloud resource allocation and QoS degradation cost-aware prediction techniques
2020 Eramo, V.; Lavacca, F. G.; Catena, T.; Di Giorgio, F.
Study and evaluation of QoS degradation costs in optical-nfv network environments with resource allocations based on long short term memory prediction techniques
2020 Eramo, V.; Catena, T.; Lavacca, F. G.; Salazar, J. P. P.
Study and investigation of SARIMA-based traffic prediction models for the resource allocation in NFV networks with elastic optical interconnection
2020 Eramo, V.; Catena, T.; Lavacca, F. G.; Di Giorgio, F.