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N. Llisterri Gimenez, 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.

N. Llisterri Giménez, Solé, J. Miquel, and Freitag, F., “Embedded federated learning over a LoRa mesh network”, Pervasive and Mobile Computing, vol. 93, p. 101819, 2023.

E. Gómez-Sánchez, Bores-Quijano, D., Bote-Lorenzo, M. L., and Meseguer, R., “Estimation of Web Proxy Response Times in Community Networks Using Matrix Factorization Algorithms”, Electronics, vol. 9, p. 88, 2020.

R. González and Cerdà-Alabern, L., “Evaluación de las Funciones de Coordinación del Estándar IEEE 802.11 como Mecanismos para Calidad de Servicio”, in Proc. of XIV Jornadas Telecom I+D, Barcelona, 2004.

R. González and Cerdà-Alabern, L., “A QoS mechanism for videoconferencing support in 802.11 Hotspots”, in HET-NETS'05, Ilkley, UK, 2005, pp. P22/1-P22/10.

R. González and Cerdà-Alabern, L., “DRAP: Dual-Queue Rate-Controlled Access Point for Multimedia Communications in WLAN Hotspots”, in Proc. of the Fifth IASTED International Conference on Communication Systems and Networks (CSN), Palma de Mallorca, Spain, 2006, pp. 159–164.

M. Monfort Grau, Pueyo-Centelles, 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.

R. Guimarães, “Quality of Service in Wireless Ad-hoc Networks”, Universitat Politècnica de Catalunya (UPC), 2008.

Advisor: Llorenç Cerdà-Alabern.

R. Guimarães, Morillo, J., Cerdà-Alabern, L., Barceló-Ordinas, J. - M., and García, J., “Quality of Service for Mobile Ad-hoc Networks: an Overview”. Universitat Politècnica de Catalunya, 2004.

R. Guimarães, Morillo, J., Cerdà-Alabern, L., Barceló-Ordinas, J. - M., and García, J., “Redes Inalámbricas de Emergencia Pública, el Proyecto WIDENS”, in Proc. of XV Jornadas Telecom I+D, Barcelona, Bilbao, Madrid, Málaga, Valencia, Spain, 2005.

R. Guimarães and Cerdà-Alabern, L., “Bandwidth Reservation On Wireless Networks with RTS/CTS Signalling”, in Proc. of 12th European Wireless 2006 (EW2006), Athens, Greece, 2006, pp. 1–6.

R. Guimarães and Cerdà-Alabern, L., “Adaptive QoS Reservation Scheme for Ad-hoc Networks”, in Proc. of Third EuroNGI Workshop on Wireless and Mobility, Siges, Spain, 2006.

R. Guimarães and Cerdà-Alabern, L., “An Enhanced Bandwidth Reservation Scheme for Ad-hoc Networks”. Universitat Politècnica de Catalunya, 2006.

R. Guimarães and Cerdà-Alabern, L., “Adaptive QoS Reservation Scheme for Ad-hoc Networks”, in Wireless Systems and Mobility in Next Generation Internet: Third International Workshop of the EURO-NGI Network of Excellence, 2007, vol. 4396, pp. 102–112.

R. Guimarães and Cerdà-Alabern, L., “Improving reactive routing on wireless multirate ad-hoc networks”, in Proc. of 13th European Wireless 2007 (EW2007), Paris, France, 2007.

R. Guimarães and Cerdà-Alabern, L., “Qualidade de serviço em redes ad-hoc através de reserva distribuída de recursos”, in Proc. of XII Seminario Apec, Barcelona, Spain, 2007, pp. 325–334.

R. Guimarães and Cerdà-Alabern, L., “BRAWN: Bandwidth Reservation over Ad-hoc Wireless Networks”. Universitat Politècnica de Catalunya, 2008.

R. Guimarães and Cerdà-Alabern, L., “A Periodic Refreshment Method for Resource Reservation in Mobile Ad-hoc Networks”, in IFIP Wireless Days, Dubai, United Arab Emirates, 2008.

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