Zobrazeno 1 - 10
of 37
pro vyhledávání: '"Rui Manuel Morais"'
Autor:
Wolfgang Schairer, Bernd Sommerkorn-Krombholz, Bernhard Spinnler, Sebastian Kuhl, Stephan Pachnicke, Rui Manuel Morais, Rebekka Weixer
Publikováno v:
ECOC
We present a reinforcement learning (RL) framework for maximizing the total capacity of a 51-channel transmission system, which runs magnitudes faster than a genetic algorithm (GA) based optimization. The generalization capabilities and performance o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7d18a3d37ce0d4d969c3281b3188cb81
https://doi.org/10.1109/ecoc48923.2020.9333298
https://doi.org/10.1109/ecoc48923.2020.9333298
Autor:
Bruno Pereira, Rui Manuel Morais
Publikováno v:
SiPS
Machine learning (ML) is finding efficient application in innumerous fields of our modern society. The range of applications spans from the creation of new perfumes to the development of automatic weapons and almost everything in between [1]. Given t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8c5ce4c76a0f92b97a3b388875c17ed6
https://doi.org/10.1109/sips50750.2020.9195223
https://doi.org/10.1109/sips50750.2020.9195223
Autor:
Rui Manuel Morais
Publikováno v:
CIÊNCIAVITAE
A cerâmica romana como fonte de informacao cultural, social, economica e tecnologica. Breve panorama sobre a presenca das cerâmicas no contexto da conquista e da ocupacao romana na Hispânia. Os estudos e as principais categorias de cerâmicas roma
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b3b0685aa796e41344918089cab114d2
https://doi.org/10.14195/978-989-26-1782-4_22
https://doi.org/10.14195/978-989-26-1782-4_22
Autor:
Rui Manuel Morais
Publikováno v:
Optical Fiber Communication Conference (OFC) 2020.
and bio
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::571eb9fd8b153f1a4f7d97f04d56f6f4
https://doi.org/10.1364/ofc.2020.m1b.1
https://doi.org/10.1364/ofc.2020.m1b.1
Autor:
Parthiban Kandappan, Joao Pedro, Sharfuddin Syed, Harald Bock, Bernd Sommerkorn-Krombholz, Rui Manuel Morais, Abhinava Sadasivarao, Loukas Paraschis
Publikováno v:
OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF).
The utilization of AI/ML techniques in transport networks is a current area of focus of the research community and industry alike. Leveraging the availability of data to improve how networks are operated holds the promise of simplified network operat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::509fc6bcff3a6f191ca967ec04e2dc29
https://doi.org/10.1364/networks.2020.new1b.2
https://doi.org/10.1364/networks.2020.new1b.2
Autor:
Rui Manuel Morais
Publikováno v:
Journal of Optical Communications and Networking. 13:A1
The introduction of 5G, the increasing number of connected devices, and the exponential growth of services relying on connectivity are pressuring multilayer networks to improve their scaling, efficiency, and controlling capabilities. However, enhanci
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a1b909f1ff39ef3e72dd20c2cb15374d
https://doi.org/10.1364/jocn.401568
https://doi.org/10.1364/jocn.401568
Autor:
Joao Pedro, Rui Manuel Morais
Publikováno v:
ICTON
2018 20th International Conference on Transparent Optical Networks (ICTON)
2018 20th International Conference on Transparent Optical Networks (ICTON)
This work evaluates the effectiveness of various machine learning (ML) models when used to predict the Quality of Transmission (QoT) of an unestablished lightpath, speeding up the process of lightpath provisioning. Three network scenarios to efficien
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fc9f5156fbf50566895d00b7db2b2ce8
https://doi.org/10.1109/icton.2018.8473941
https://doi.org/10.1109/icton.2018.8473941
Autor:
Joao Pedro, Rui Manuel Morais
Publikováno v:
Optical Fiber Communication Conference
OFC
OFC
We present a method to quickly and accurately evaluate the feasibility of an optical path in online routing scenarios. The method is based on performance metrics that compress the set of all feasible paths.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::06e22cd30c38ae0cbe7141193dbf4c74
Publikováno v:
Journal of Lightwave Technology. 33:4424-4436
This paper proposes dimensioning models for transport network nodes taking into consideration the multiplexing/grooming architecture. The models are suitable for multi-period planning and assume node architectures with different levels of flexibility
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::291ab3c01f77ed8aa527bad31902a9fa
https://doi.org/10.1109/jlt.2015.2472984
https://doi.org/10.1109/jlt.2015.2472984
Autor:
Joao Pedro, Rui Manuel Morais
Publikováno v:
GLOBECOM
Typical optical transport networks dimensioning is performed disregarding the client to line ports interconnection restrictions imposed by the node architecture deployed. After the grooming and routing optimization, equipment is mapped in order to im
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a9e943ed0c928db6bf5e2c75e79013de
https://doi.org/10.1109/glocom.2016.7841986
https://doi.org/10.1109/glocom.2016.7841986