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Biblio

Found 154 results
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2022
N. Llisterri Giménez, Freitag, F., Lee, J. K., and Vandierendonck, H., Comparison of Two Microcontroller Boards for On-Device Model Training in a Keyword Spotting Task, in 2022 11th Mediterranean Conference on Embedded Computing (MECO), 2022, pp. 1-4.
F. Freitag, Vilchez, P., Wei, L., Liu, C. H., Selimi, M., and Koutsopoulos, I., Demo: An Experimental Environment Based On Mini-PCs For Federated Learning Research, 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC). IEEE, Las Vegas, 2022.
E. Cruz Harillo and Freitag, F., LoRaCoin: Towards a blockchain-based platform for managing LoRa devices, in IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2022, pp. 1-2.
N. Llisterri_Giménez, Monfort_Grau, M., Pueyo_Centelles, R., and Freitag, F., On-Device Training of Machine Learning Models on Microcontrollers with Federated Learning, Electronics, vol. 11, 2022.
F. Freitag, Vilchez, P., Wei, L., Liu, C. - H., and Selimi, M., Performance Evaluation of Federated Learning Over Wireless Mesh Networks with Low-Capacity Devices, in The 2022 International Conference on Information Technology & Systems, online: Springer International Publishing, 2022, p. 635--645.
2021
L. Ibraimi, Selimi, M., and Freitag, F., BePOCH: Improving Federated Learning Performance in Resource-Constrained Computing Devices, in 2021 IEEE Global Communications Conference (GLOBECOM), Madrid, 2021.
R. Pueyo, Freitag, F., Meseguer, R., and Navarro, L., Beyond the Star of Stars: An Introduction to Multihop and Mesh for LoRa and LoRaWAN, IEEE Pervasive Computing, vol. 20, pp. 63-72, 2021.
L. Navarro, Cano, J., Manco, A., Franquesa, D., Vílchez, P., Freitag, F., Sukhia, R., and Lembke, R. S., Decentralized data ecosystem for the Open Blockchain for Asset Disposition Alliance Deliverable 3: Experiment Results and Final Report, UPC, Barcelona, 2021.
R. Pueyo, Meseguer, R., Freitag, F., Navarro, L., Ochoa, S. F., and Santos, R. M., LoRaMoto: A communication system to provide safety awareness among civilians after an earthquake, Future Generation Computer Systems, vol. 115, pp. 150–170, 2021.
R. Pueyo, Freitag, F., Meseguer, R., and Navarro, L., A minimalistic distance-vector routing protocol for LoRa mesh networks. 2021.
M. Monfort Grau, Pueyo, R., and Freitag, F., On-Device Training of Machine Learning Models on Microcontrollers With a Look at Federated Learning, in Proceedings of the Conference on Information Technology for Social Good, New York, NY, USA, 2021, pp. 198–203.
F. Freitag, Vilchez, P., Wei, L., Liu, C. H., and Selimi, M., Poster: Testbed in Wireless City Mesh Network with Application to Federated Learning Experiments, 11th International Conference on the Internet of Things (IoT 2021). 2021.
B. - E. Boudriki Semlali and Freitag, F., SAT-Hadoop-Processor: A Distributed Remote Sensing Big Data Processing Software for Earth Observation Applications, Applied Sciences, vol. 11, 2021.
J. Panadero, Selimi, M., Calvet, L., Marquès, J. Manuel, and Freitag, F., A two-stage Multi-Criteria Optimization method for service placement in decentralized edge micro-clouds, Future Generation Computer Systems, vol. Future Generation Computer Systems, 2021.
2020
E. Dimogerontakis, Navarro, L., Selimi, M., Mosquera, S., and Freitag, F., Contract networking for crowdsourced connectivity, in 2020 IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS), Oxford, UK, 2020.
R. Pueyo, Selimi, M., Freitag, F., and Navarro, L., A Monitoring System for Distributed Edge Infrastructures with Decentralized Coordination, Cham, 2020, vol. 12041, pp. 42 - 58.
R. Tous and Freitag, F., Open project-based learning for dynamic adaptability of IT education, The International Journal of Electrical Engineering & Education, 2020.
R. Pueyo, Selimi, M., Freitag, F., and Navarro, L., REDEMON: Resilient Decentralized Monitoring System for Edge Infrastructures, in 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID)2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), Melbourne, Australia, 2020.
M. Selimi, Navarro, L., Braem, B., Freitag, F., and Lertsinsrubtavee, A., Towards Information-Centric Edge Platform for Mesh Networks: The Case of CityLab Testbed, in 2020 IEEE International Conference on Fog Computing (ICFC), 2020.
2019
F. Freitag, Tous., R., and Navarro, L., Assessing the Participatory Design of a Project-based Course on Computer Network Applications, in Proceedings of the 11th International Conference on Computer Supported Education - Volume 1: CSEDU,, 2019.
E. San Miguel, Timmerman, R., Mosquera, S., Dimogerontakis, E., Freitag, F., and Navarro, L., Blockchain-Enabled Participatory Incentives for Crowdsourced Mesh Networks, in 16th International Conference on Economics of Grids, Clouds, Systems & Services, Leeds, 2019.
R. Pueyo, Selimi, M., Freitag, F., and Navarro, L., DIMON: Distributed Monitoring System for Decentralized Edge Clouds in Guifi.net, in 2019 IEEE 12th Conference on Service-Oriented Computing and Applications (SOCA), 2019.
F. Freitag, Navarro, L., Selimi, M., and Pueyo, R., End User-Managed Service Deployments in Microclouds at the Network Edge, in 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)2019 IEEE 8th Global Conference on Consumer Electronics (GCCE), Osaka, Japan, 2019.
M. Selimi, Cerdà-Alabern, L., Freitag, F., Veiga, L., Sathiaseelan, A., and Crowcroft, J., A lightweight service placement approach for community network micro-clouds, Journal of Grid Computing, vol. 17, pp. 169–189, 2019.
R. Pueyo, Freitag, F., Meseguer, R., Navarro, L., Ochoa, S. F., and Santos, R. M., A LoRa-Based Communication System for Coordinated Response in an Earthquake Aftermath, Proceedings, vol. 31, no. 1, p. 73, 2019.

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