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Serrano Romero, Javier javier.serrano@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Multisite gaming streaming optimization over virtualized 5G environment using Deep Reinforcement Learning techniques

  • del Rio, A
  • Serrano, J
  • Jimenez, D
  • Contreras, LM
  • Alvarez, F

Computer Networks - 26/3/2024

10.1016/j.comnet.2024.110334 View at source

  • ISSN 13891286

Machine Learning-Based Network Anomaly Detection: Design, Implementation, and Evaluation

  • Schummer, P
  • del Rio, A
  • Serrano, J
  • Jimenez, D
  • Sánchez, G
  • Llorente, A

Ai (p. 2967-2983) - 1/12/2024

10.3390/ai5040143 View at source

  • ISSN 26732688

Performance Evaluation of YOLOv8-Based Bib Number Detection in Media Streaming Race

  • Martínez, R
  • Llorente, A
  • del Rio, A
  • Serrano, J
  • Jimenez, D

Ieee Transactions On Broadcasting (p. 1126-1138) - 1/1/2024

10.1109/tbc.2024.3414656 View at source

  • ISSN 00189316

Comparative Analysis of A3C and PPO Algorithms in Reinforcement Learning: A Survey on General Environments

  • del Rio, A
  • Jimenez, D
  • Serrano, J

Ieee Access (p. 146795-146806) - 1/1/2024

10.1109/access.2024.3472473 View at source

  • ISSN 21693536

A Guide to Data Collection for Computation and Monitoring of Node Energy Consumption

  • del Rio, A
  • Conti, G
  • Castano-Solis, S
  • Serrano, J
  • Jimenez, D
  • Fraile-Ardanuy, J

Big Data And Cognitive Computing - 1/9/2023

10.3390/bdcc7030130 View at source

  • ISSN 25042289

Improving Quality of Life in Chronic Patients: A Pilot Study on the Effectiveness of a Health Recommender System and Its Usability

  • del Rio, A
  • Jimenez, J
  • Medina-García, R
  • Lozano-Hernández, C
  • Alvarez, F
  • Serrano, J

Applied Sciences-Basel - 1/5/2023

10.3390/app13105850 View at source

  • ISSN 20763417

A Multi-Port Hardware Energy Meter System for Data Centers and Server Farms Monitoring

  • Conti, Giuseppe
  • Jimenez, David
  • del Rio, Alberto
  • Castano-Solis, Sandra
  • Serrano, Javier
  • Fraile-Ardanuy, Jesus

Sensors - 1/1/2023

10.3390/s23010119 View at source

  • ISSN 14248220

Improvement in Quality of Life With the Use of a Technological System Among Patients With Chronic Disease Followed Up in Primary Care (TeNDER Project): Protocol for a Randomized Controlled Trial

  • Hernandez, Cristina Maria Lozano
  • Medina-Garcia, Rodrigo
  • Hoyos-Alonso, Ma Canto de
  • Garrido-Barral, Araceli
  • Lorenzo, Cesar Minue
  • Sanz-Cuesta, Teresa
  • Serrano, Javier
  • Ponce, Alberto del Rio
  • Gomez-Gascon, Tomas
  • del Cura-Gonzalez, Isabel
... View more Collapse

Jmir Research Protocols - 1/1/2023

10.2196/47331 View at source

  • ISSN 19290748

Modular architecture providing convergent and ubiquitous intelligent connectivity for networks beyond 2030

  • Luis M. Contreras
  • Javier Serrano
  • Lefteris Mamatas
  • Giacomo Bernini
  • Paolo Monti
  • Mário Antunes
  • Udayanto Dwi Atmojo
  • Eli Tocker
  • I�aki Val
  • Andrea Sgambelluri
  • J�r�me H�rri
  • Antonio Lioy
  • Pedro Martínez-Julia
  • Jos� Gonz�lez
  • Jorge S�nchez-Garrido
  • Hitoshi Asaeda
... View more Collapse

Itu Journal On Future And Evolving Technologies (p. 693-709) - 8/12/2022

10.52953/samo3073 View at source

A Deep Reinforcement Learning Quality Optimization Framework for Multimedia Streaming over 5G Networks

  • del Río, A
  • Serrano, J
  • Jimenez, D
  • Contreras, LM
  • Alvarez, F

Applied Sciences-Basel - 1/10/2022

10.3390/app122010343 View at source

  • ISSN 20763417

This researcher has no books.

This researcher has no book chapters.

NExt generation Meta Operating systems (NEMO) and Data Space: envisioning the future

  • Segou, O
  • Skias, DS
  • Velivassaki, TH
  • Zahariadis, T
  • Pages, E
  • Ramiro, R
  • Rossini, R
  • Karkazis, PA
  • Muniz, A
  • Contreras, L
  • del Rio, A
  • Serrano, J
  • Jimenez, D
  • Belesioti, M
  • Chochliouros, I
  • Vantolas, S
... View more Collapse

(p. 41-49) - 1/1/2024

10.1145/3685651.3686661 View at source

NEMO: Building the Next Generation Meta Operating System

  • Pages-Montanera, E
  • Alcázar-Fernández, A
  • Zahariadis, T
  • Velivassaki, TH
  • Skianis, C
  • Rossini, R
  • Belesioti, M
  • Chochliouros, IP
  • Drosos, N
  • Bakiris, E
  • Kumar, P
  • Karkazis, P
  • Samal, A
  • Telefonica, LMC
  • del Rio, A
  • Serrano, J
  • Skias, D
  • Segou, O
  • Wächter, S
... View more Collapse

Acm International Conference Proceeding Series (p. 1-9) - 1/1/2023

10.1145/3624486.3624504 View at source

Virtual assistants and intelligent care environments for long-term patients: A Home set scenario.

  • Rodrigo, MG
  • Cristina María, LH
  • Juan, MG
  • Jennifer, JR
  • Spela, GK
  • Martina, S
  • Agostino, C
  • Panagiotis, K
  • Vassilis, S
  • Nicholas, V
  • Javier, S
  • Federico, A
... View more Collapse

Acm International Conference Proceeding Series (p. 689-693) - 1/1/2022

10.1145/3529190.3534771 View at source

Monitoring of motor function in the rehabilitation room

  • Jiménez, J
  • Mercado, J
  • Carrasco-Marín, L
  • Ruiz, V
  • Solachidis, V
  • Serrano, J
  • Vretos, N
  • Alvarez, F
... View more Collapse

Acm International Conference Proceeding Series (p. 683-688) - 1/1/2022

10.1145/3529190.3534761 View at source

A topological and performance metrics approach to the decision making of content delivery networks

  • Del Rio A
  • Serrano J
  • Lopez A
  • Contreras LM
  • Jimenez D
  • Alvarez F

Nai 2022 - Proceedings Of The Acm Sigcomm 2022 Workshop On Network-Application Integration (p. 13-18) - 1/1/2022

10.1145/3538401.3546602 View at source

Programmable Edge-to-Cloud Virtualization for 5G Media Industry: The 5G-MEDIA Approach

  • Rizou S
  • Athanasoulis P
  • Andriani P
  • Iadanza F
  • Trakadas P
  • Griffin D
  • Kheirkhah M
  • Breitgand D
  • Weit A
  • Ustok RF
  • Keskin S
  • Moscatelli F
  • Bernini G
  • Macher G
  • Serrano J
  • Jimenez D
... View more Collapse

Ifip Advances In Information And Communication Technology (p. 95-104) - 1/1/2020

10.1007/978-3-030-49190-1_9 View at source

  • ISSN 18684238

A System Architecture for Live Immersive 3D-Media Transcoding over 5G Networks

  • Doumanoglou, A
  • Zioulis, N
  • Griffin, D
  • Serrano, J
  • Phan, TK
  • Jiménez, D
  • Zarpalas, D
  • Alvarez, F
  • Rio, M
  • Daras, P
... View more Collapse

Ieee International Symposium On Broadband Multimedia Systems And Broadcasting, Bmsb (p. 11-15) - 14/8/2018

10.1109/bmsb.2018.8436942 View at source

  • ISSN 21555044

Remote Production and Mobile Contribution over 5G Networks: Scenarios, Requirements and Approaches for Broadcast Quality Media Streaming

  • Truong Khoa Phan
  • Sebastian Prokesch
  • Oscar Prieto Gordo
  • Madeleine Keltsch
  • Igor Fritzsch
  • SERRANO ROMERO, JAVIER

Ieee International Symposium On Broadband Multimedia Systems And Broadcasting, Bmsb (p. 1-6) - 14/8/2018

10.1109/bmsb.2018.8436772 View at source

  • ISSN 21555044

Speech and Speaker Recognition for Home Automation: Preliminary Results

  • Vacher, M
  • Lecouteux, B
  • Romero, JS
  • Ajili, M
  • Portet, F
  • Rossato, S

2015 International Conference On Speech Technology And Human-Computer Dialogue (Sped) - 1/1/2015

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Maintenance, Support & Operation Training using Immersive Virtual and Augmented Technology for Efficiency with XR

  • SERRANO ROMERO, JAVIER (Participante)
  • ALVAREZ GARCIA, FEDERICO (Participante)

Period: 01-06-2024 - 31-05-2027

Type of funding: International

Amount of funding: 367156,25 Euros.

  • iMarina

101092696 - Cognitive Decentralised Edge Cloud Orchestration

  • Valera Pintor, Francisco
  • Vidal Fernandez, Ivan
  • Ferreira Portal, Marta
  • Nogales Dorado, Borja
  • De Cock Buning Sanguino, Alejandro Tjaarda

Period: 01-01-2023 - 31-12-2025

Type of funding: International

Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY

Amount of funding: 297850,00 Euros.

101070118 - Next Generation Meta Operating System

  • Vidal Fernandez, Ivan
  • Azcorra Saloña, Arturo
  • Valera Pintor, Francisco
  • Almodovar Herreros, Jonathan
  • Ferreira Portal, Marta

Period: 01-09-2022 - 31-08-2025

Type of funding: International

Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY

Amount of funding: 333850,00 Euros.

Beyond 5G Enhanced Management through dIgital twiNs based on artificial Intelligence: Artificial Intelligence and Use Cases

  • JIMENEZ BERMEJO, DAVID (Participante)
  • Vakaruk, Stanislav (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • CORTES SANCHEZ, CARLOS (Participante)
  • SERRANO ROMERO, JAVIER (Miembro del equipo de trabajo)
  • López Presa, José Luis (Participante)
  • Menendez Garcia, Jose Manuel (Participante)
  • CUEVAS RODRIGUEZ, CARLOS (Participante)
  • RONDA PRIETO, JOSE IGNACIO (Participante)
  • JAUREGUIZAR NUÑEZ, FERNANDO (Participante)
  • García Santos, Narciso (Participante)
  • BLANCO ADAN, CARLOS ROBERTO DEL (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
... View more Collapse

Period: 01-04-2022 - 30-11-2024

Type of funding: National

Amount of funding: 702800,00 Euros.

  • iMarina

Pilotos tecnológicos

  • BESADA PORTAS, JUAN ALBERTO (Participante)
  • BERNARDOS BARBOLLA, ANA MARIA (Participante)
  • CARRAMIÑANA JIMENEZ, DAVID (Participante)
  • García Santos, Narciso (Investigador principal (IP))
  • JIMENEZ BERMEJO, DAVID (Participante)
  • SERRANO ROMERO, JAVIER (Participante)
  • URIBE MAYORAL, SILVIA ALBA (Participante)
  • Menendez Garcia, Jose Manuel (Participante)
  • ALONSO MONTES, JOSE IGNACIO (Participante)
  • REYES LEYVA, FREDY (Miembro del equipo de trabajo)
  • CHACON HORRILLO, FRANCISCO (Miembro del equipo de trabajo)
  • MADEJON LOPEZ, ESTHER (Miembro del equipo de trabajo)
  • CABRERA QUESADA, JULIAN (Participante)
  • GUTIERREZ SANCHEZ, JESUS (Participante)
  • MIGUEL VELA, GONZALO C. DE (Participante)
  • CAMPAÑA RAMOS, IVAN (Participante)
  • Morán Burgos, Francisco (Participante)
  • BERJON DIEZ, DANIEL (Participante)
  • DIAZ MARTIN, CESAR (Participante)
  • CASAR CORREDERA, JOSE RAMON (Participante)
  • BERGESIO, LUCA (Participante)
... View more Collapse

Period: 01-01-2022 - 31-12-2024

Type of funding: National

Amount of funding: 908400,00 Euros.

  • iMarina

COVID eXponential Programme

  • BELMONTE HERNÁNDEZ, ALBERTO (Participante)
  • TAPIA MERINO, JOSE RAMON (Participante)
  • ARROYO GALENDE, BORJA (Participante)
  • GUINEA PEREZ, JAVIER (Participante)
  • BARRIO LOTTMANN, SANTIAGO (Participante)
  • CONTI, GIUSEPPE (Participante)
  • MORENO GARCÍA, FRANCISCO (Participante)
  • DEL RIO PONCE, ALBERTO (Participante)
  • Menendez Garcia, Jose Manuel (Participante)
  • URIBE MAYORAL, SILVIA ALBA (Investigador principal (IP))
  • MAYOR PEREA, MARIA JESUS (Participante)
  • SERRANO ROMERO, JAVIER (Participante)
  • MARTIN GUTIERREZ, DAVID (Participante)
  • ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
... View more Collapse

Period: 01-11-2020 - 31-10-2022

Type of funding: International

Amount of funding: 474375,00 Euros.

  • iMarina

PeRsOnalized Integrated CARE Solution for Elderly facing several short or long term conditions and enabling a better quality of LIFE

  • HERNÁNDEZ PEÑALOZA, GUSTAVO ADOLFO (Participante)
  • RUIZ BEJERANO, VERONICA (Participante)
  • URIBE MAYORAL, SILVIA ALBA (Participante)
  • LLORENTE GOMEZ, ALVARO (Participante)
  • SERRANO ROMERO, JAVIER (Participante)
  • ALFONSO KURANO, JORGE (Participante)
  • JIMENEZ BERMEJO, DAVID (Participante)
  • MARTIN GUTIERREZ, DAVID (Participante)
  • ALVAREZ GARCIA, FEDERICO (Participante)
  • Menendez Garcia, Jose Manuel (Investigador principal (IP))
  • RODRIGO FERRAN, JUAN ANTONIO (Participante)
  • ARROYO GALENDE, BORJA (Participante)
  • FRAILE ARDANUY, JOSE JESUS (Participante)
  • FERNANDEZ MUÑOZ, DANIEL (Participante)
  • BELMONTE HERNÁNDEZ, ALBERTO (Participante)
  • MORENO GARCÍA, FRANCISCO (Participante)
  • GUINEA PEREZ, JAVIER (Participante)
  • BASTICO, MATTEO (Participante)
  • FERNÁNDEZ-CEDRÓN FERNÁNDEZ-MAQUIEIRA, IAGO (Participante)
... View more Collapse

Period: 01-01-2020 - 30-06-2023

Type of funding: International

Amount of funding: 554375,00 Euros.

  • iMarina

REBUILD - ICT-enabled integration facilitator and life rebuilding guidance

  • HERNÁNDEZ PEÑALOZA, GUSTAVO ADOLFO (Participante)
  • ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
  • MARTIN GUTIERREZ, DAVID (Participante)
  • Vinagre Diaz, Juan Jose (Participante)
  • JIMENEZ BERMEJO, DAVID (Participante)
  • SERRANO ROMERO, JAVIER (Participante)
  • URIBE MAYORAL, SILVIA ALBA (Participante)
  • ALFONSO KURANO, JORGE (Participante)
  • BELMONTE HERNÁNDEZ, ALBERTO (Participante)
  • FRAILE ARDANUY, JOSE JESUS (Participante)
  • Menendez Garcia, Jose Manuel (Participante)
  • DEL RIO PONCE, ALBERTO (Participante)
  • MORENO GARCÍA, FRANCISCO (Participante)
  • TAPIA MERINO, JOSE RAMON (Participante)
... View more Collapse

Period: 01-01-2019 - 31-03-2022

Type of funding: International

Amount of funding: 363125,00 Euros.

  • iMarina

GA 815074 - 5G European Validation platform for Extensive trials

  • Azcorra Saloña, Arturo
  • Serrano Yañez-mingot, Pablo
  • Garcia Reinoso, Jaime Jose
  • Bernardos Cano, Carlos Jesus
  • Oliva Delgado, Antonio De La
  • Almodovar Herreros, Jonathan
  • Cominardi, Luca
  • Gonzalez Blazquez, Luis Felix
  • Garcia Aviles, Gines
  • Nakimuli, Winnie
  • Quintana Jordan, Cristina
  • Magalhaes Guimaraes, Carlos Eduardo
  • Hernandez Llor, Ana
  • Gonzalez Ruiz, Jaime
... View more Collapse

Period: 01-07-2018 - 30-06-2021

Type of funding: International

Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY

Amount of funding: 184700,00 Euros.

Programmable edge-to-cloud virtualization fabric for the 5G Media industry

  • DEL RIO PONCE, ALBERTO (Participante)
  • FERNÁNDEZ-CEDRÓN FERNÁNDEZ-MAQUIEIRA, IAGO (Participante)
  • ALVAREZ GARCIA, FEDERICO (Investigador principal (IP))
  • HERNÁNDEZ PEÑALOZA, GUSTAVO ADOLFO (Participante)
  • ARTALOYTIA VILARIÑO, ANDRES (Participante)
  • CASTAÑEDA MARTIN, ERNESTO (Participante)
  • ALFONSO KURANO, JORGE (Participante)
  • RODRIGO FERRAN, JUAN ANTONIO (Participante)
  • CONTI, GIUSEPPE (Participante)
  • TAPIA MERINO, JOSE RAMON (Participante)
  • MORENO GARCÍA, FRANCISCO (Participante)
  • FRAILE ARDANUY, JOSE JESUS (Participante)
  • Lopez Velasco, Juan Pedro (Participante)
  • SERRANO ROMERO, JAVIER (Participante)
  • MARTIN GUTIERREZ, DAVID (Participante)
  • Menendez Garcia, Jose Manuel (Participante)
  • JIMENEZ BERMEJO, DAVID (Participante)
... View more Collapse

Period: 01-06-2017 - 29-02-2020

Type of funding: International

Amount of funding: 585312,50 Euros.

  • iMarina

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/10/25 8:57 AM