Albert Mestres

Pere Barlet-Ros

JOCN, 2019

Unveiling the potential of Graph Neural Networks for network modeling and optimization in SDN.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM Symposium on SDN Research, 2019

Routing Based on Deep Reinforcement Learning in Optical Transport Networks.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Feature Engineering for Deep Reinforcement Learning Based Routing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018

Medium Access Control in Wireless Network-on-Chip: A Context Analysis.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

A machine learning-based approach for virtual network function modeling.

[BibT_eX]

[DOI]

Albert Cabellos

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference Workshops, 2018

Understanding the Modeling of Computer Network Delays using Neural Networks.

[BibT_eX]

[DOI]

Yusheng Ji

Proceedings of the 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2018

2017

Knowledge-defined networking: a machine learning based approach for network and traffic modeling.

[BibT_eX]

[DOI]

PhD thesis, 2017

Knowledge-Defined Networking.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2017

Machine learning-based network modeling: An artificial neural network model vs a theoretical inspired model.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

2016

Scalability of Broadcast Performance in Wireless Network-on-Chip.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

Pulse interspersing in static multipath chip environments for Impulse Radio communications.

[BibT_eX]

[DOI]

Nano Commun. Networks, 2016

A MAC protocol for Reliable Broadcast Communications in Wireless Network-on-Chip.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on Network on Chip Architectures, 2016

2015

Scalability of the Channel Capacity in Graphene-Enabled Wireless Communications to the Nanoscale.

[BibT_eX]

[DOI]

Ignacio Llatser

IEEE Trans. Commun., 2015

Time-Domain Analysis of Graphene-Based Miniaturized Antennas for Ultra-Short-Range Impulse Radio Communications.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Multicast On-chip Traffic Analysis Targeting Manycore NoC Design.

[BibT_eX]

[DOI]

Sergi Abadal

Raul Martinez

Proceedings of the 23rd Euromicro International Conference on Parallel, 2015

A Vertical Methodology for the Design Space Exploration of Graphene-enabled Wireless Communications.

[BibT_eX]

[DOI]

Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication, 2015

2014

Initial MAC Exploration for Graphene-enabled Wireless Networks-on-Chip.

[BibT_eX]

[DOI]

Proceedings of ACM The First Annual International Conference on Nanoscale Computing and Communication, 2014

Evaluating the Feasibility of Wireless Networks-on-Chip Enabled by Graphene.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Workshop on Network on Chip Architectures, 2014

2013

Graphene-enabled Wireless Networks-on-Chip.

[BibT_eX]

[DOI]

Ignacio Llatser

Sergi Abadal

Albert Mestres Sugranes