Publications

Chatzieleftheriou, Livia Elena; Gramaglia, Marco; Camelo, Miguel; Garcia-Saavedra, Andres; Kosmatos, Evangelos; Gucciardo, Michele; Soto, Paola; Iosifidis, George; Fuentes, Lidia; García, Ginés; Lutu, Andra; Baldoni, Gabriele; Fiore, Marco

Members of: IMDEA, UC3M,IMEC,NEC,WINGS, TUD, UMA, TID,ZETTA

Conference Publication:

https://doi.org/10.5281/zenodo.8120773

June 06, 2023

Showcasing In-Switch Machine Learning Inference @ IEEE NetSoft

A.T.-J. Akem, B. Bütün, M. Gucciardo, M. Fiore

Members of: IMDEA

Conference Publication:

https://doi.org/10.5281/zenodo.8125040

June 24, 2023

Digital Twins for Next-Generation Mobile Networks: Applications and Solutions @ IEEE Communications Magazine

Jose A. Ayala-Romero; Apostolakis, Nikolaos; Chatzieleftheriou, Livia Elena; Bega, Dario; Gramaglia, Marco; Banchs, Albert

Members of: UC3M, IMDEA

Journal Publication:

https://doi.org/10.5281/zenodo.7913097

September 05, 2023

Transforming Numerical Feature Models into Propositional Formulas and the Universal Variability Language @ Journal of Systems and Software

Daniel-Jesus Munoz, Monica Pinto, Lidia Fuentes, Don Batory

Members of:UMA

Journal Publication:

https://doi.org/10.1016/j.jss.2023.111770

May 06, 2023

EdgeBOL: A Bayesian Learning Approach for the Joint Orchestration of vRANs and Mobile Edge AI @ IEEE/ACM Transactions on Networking

Jose A. Ayala-Romero; Andres Garcia-Saavedra; Xavier Costa-Pérez; George Iosifidis

Members of: NEC, TUD

Journal Publication:

https://doi.org/10.5281/zenodo.7898512

May 24, 2023

Deep Multi-Agent Reinforcement Learning with Minimal Cross-Agent Communication for SFC Partitioning @ IEEE Access

Angelos Pentelas, Danny De Vleeschauwer, Chia-Yu Chang, Koen De Schepper, Panagiotis Papadimitriou

Members of: NBL

Conference Publication:

https://doi.org/10.1109/ACCESS.2023.3269576

May 20, 2023

Network Intelligence for NFV scaling in closed-loop architectures @ IEEE Communications Magazine

Paola Soto,Miguel Camelo, Danny De Vleeschauwer, Yorick De Bock, Chia-Yu Chang, Juan F. Botero, Steven Latré

Members of: IMEC, NBL

Conference Publication:

https://doi.org/10.5281/zenodo.7705141

May 20, 2023

Detecting Feature Influences to Quality Attributes in Large and Partially Measured Spaces using Smart Sampling and Dynamic Learning in Knowledge-Based Systems @ Knowledge Based Systems Journal

Daniel-Jesus Munoz, Monica Pinto, Lidia Fuentes

Members of: UMA

Conference Publication:

https://doi.org/10.1016/j.knosys.2023.110558

May 20, 2023

Realizing Flat Multi-Zone Multi-Controller Software-Defined Networks using Zenoh @ 2022 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)

Federico Giarre, Luca Cominardi, Paolo Casari

Members of: ZSCALE

Conference Publication:

https://doi.org/10.5281/zenodo.7575795

May 20, 2023

Spotlight on 5G: Performance, Device Evolution and Challenges from a Mobile Operator Perspective @ IEEE INFOCOM 2023

P. Parastar, A. Lutu, O. Alay, G. Caso, D. Perino

Members of: TID

Conference Publication:

https://doi.org/10.5281/zenodo.7550186

May 20, 2023

Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens @ IEEE INFOCOM 2023

S. Moghadas, C. Fiandrino, A. Collet, G. Attanasio, M. Fiore, J. Widmer

Members of: IMDEA

Conference Publication:

https://doi.org/10.5281/zenodo.7550186

May 20, 2023

AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts @ IEEE INFOCOM 2023

A. Collet, A. Bazco Nogueras, A. Banchs, M. Fiore

Members of: IMDEA, UC3M

Conference Publication:

https://doi.org/10.5281/zenodo.7550176

May 20, 2023

Flowrest: Practical Flow-Level Inference in Programmable Switches with Random Forests @ IEEE INFOCOM 2023

A.T.-J. Akem, M. Gucciardo, M. Fiore

Members of: IMDEA

Conference Publication:

https://doi.org/10.5281/zenodo.7550150

May 20, 2023

Reservation of Virtualized Resources with Optimistic Online Learning @ IEEE International Conference on Communications (ICC)

Jean Baptiste Monteil, George Iosifidis, and Ivana Dusparic

Members of: TU Delft

Conference Publication:

https://doi.org/10.5281/zenodo.8134360

March 15, 2023

Quid pro Quo in Streaming Services: Algorithms for Cooperative Recommendations @ IEEE Transactions on Mobile Computing

Dimitra Tsigkari, George Iosifidis, and Thrasyvoulos Spyropoulos

Members of: TU Delft

Journal Publication:

https://doi.org/10.5281/zenodo.8134257

January 26, 2023

Lazy Lagrangians for Optimistic Learning With Budget Constraints @ IEEE/ACM Transactions on Networking

Daron Anderson, George Iosifidis, and Douglas J. Leith

Members of: TU Delft

Journal Publication:

https://doi.org/10.5281/zenodo.8134298

January 18, 2023

DAEMON: A Network Intelligence Plane for 6G Networks @ 2022 IEEE Globecom Workshops

Camelo, Miguel; Gramaglia, Marco; Soto, Paola; Fuentes, Lidia; Ballesteros, Joaquín; Bazco-Nogueras, Antonio; Garcia-Aviles, Gines; Latré, Steven; Garcia-Saavedra, Andres; Fiore, Marco;

Members of: IMEC, ZSCALE, U3CM, IMDEA, NEC, UMA, NBL

Workshop Publication:

https://doi.org/10.5281/zenodo.7555198

January 12, 2023

Henna: Hierarchical Machine Learning Inference in Programmable Switches @ The 1st International Workshop on Native Network Intelligence

A.T.-J. Akem, B. Bütün, M. Gucciardo, M. Fiore

Members of: IMDEA

Workshop Publication:

https://doi.org/10.5281/zenodo.7543596

December 09, 2022

A proactive energy-aware auto-scaling solution for edge-based infrastructures @ CloudAM 2022

Angel Cañete, Karim Djemame, Mercedes Amor, Lidia Fuentes and Abdullah Aljulayfi

Members of: UMA

Conference Publication:

https://doi.org/10.5281/zenodo.7249831

December 6, 2022

Energy-aware Scheduling of Virtualized Base Stations in O-RAN with Online Learning @ IEEE Global Communications Conference (GLOBECOM)

Michail Kalntis, George Iosifidis

Members of: TU Delft

Conference Publication:

https://doi.org/10.5281/zenodo.7569184

December 01, 2022

Enabling Long-term Fairness in Dynamic Resource Allocation @ ACM SIGMETRIC 2023

TAREQ SI SALEM, GEORGE IOSIFIDIS, GIOVANNI NEGLIA

Members of: TU Delft

Conference Publication:

https://doi.org/10.5281/zenodo.7564978

December 01, 2223

Optimistic No-Regret Algorithms for Discrete Caching @ ACM SIGMETRIC 2023

NARAM MHAISEN, ABHISHEK SINHA, GEORGIOS PASCHOS, GEORGE IOSIFIDIS

Members of: TU Delft

Conference Publication:

https://doi.org/10.5281/zenodo.7565019

December 01, 2022

Energy-aware placement of network functions in edge-based infrastructures with Open Source MANO and Kubernetes 2 @ CloudAM 2022

Angel Cañete, Alberto Rodriguez, Mercedes Amor and Lidia Fuentes

Members of: UMA

Conference Publication:

https://doi.org/10.5281/zenodo.5075287

November 29, 2022

Realizing Flat Multi-Zone Multi-Controller Software-Defined Networks using Zenoh @ 2022 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)

Federico Giarre, Luca Cominardi (ZSCALE), Paolo Casari

Members of: ZSCALE

Conference Publication:

https://doi.org/10.5281/zenodo.7575795

November 15, 2022

Designing, Building, and Characterizing RF-Switch-based Reconfigurable Intelligent Surfaces @ ACM MobiCom 2022 and ACM WiNTECH 2022

M. Rossanese, P. Mursia, A. Garcia-Saavedra, V. Sciancalepore, A. Asadi, X. Costa-Perez

Members of: NEC

Workshop Publication:

Poster Publication:

September 6, 2022

Design and Validation of an Open Source Cloud Native Mobile Network @ IEEE COMMUNICATIONS MAGAZINE

Apostolakis, Nikolaos; Gramaglia, Marco; Serrano, Pablo

Members of: UC3M

Journal Publication:

https://doi.org/10.5281/zenodo.7053585

September 6, 2022

Migration-Aware Network Services With Edge Computing @ IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT

Mukhopadhyay, Atri; Iosifidis, George; Ruffini, Marco

Members of: TU Delft

Journal Publication:

https://doi.org/10.5281/zenodo.7038273

August 31, 2022

Forecasting for Network Management with Joint Statistical Modelling and Machine Learning @ WoWMoM 2022

Lo Schiavo, Leonardo; Fiore, Marco; Gramaglia, Marco; Banchs, Albert; Costa-Perez, Xavier

Members of: IMDEA, UC3M, i2CAT, NEC

Conference Publication

https://doi.org/10.5281/zenodo.7016890

August 22, 2022

Framework for Trustworthy AI/ML in B5G/6G @ 6GNet 2022

Sokratis Barmpounakis, Panagiotis Demestichas

Members of: WINGS

Conference Publication

https://doi.org/10.5281/zenodo.6656606

August 07, 2022

Online Caching with Optimistic Learning @ IFIPNetworking

Mhaisen, Naram; Iosifidis, George; Leith, Douglas

Members of: TU Delft

Conference Publication:

https://doi.org/10.5281/zenodo.7038255

July 22, 2022

RadiOrchestra: Proactive Management of Millimeter-wave Self-backhauled Small Cells via Joint Optimization of Beamforming, User Association, Rate Selection, and Admission Control @ IEEE Transactions on Wireless Communications

Luis F. Abanto-Leon, Arash Asadi, Andres Garcia-Saavedra, Gek Hong (Allyson) Sim, Matthias Hollick

Members of: NEC

Conference Publication:

https://doi.org/10.5281/zenodo.6974569

July 20, 2022

Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach @ EuCNC 2022

Marco Gramaglia ; Miguel Camelo ; Lidia Fuentes and Joaquín Ballesteros ; Luca Cominardi and Gabriele Baldoni ; Andres Garcia-Saavedra ; Marco Fiore

Members of: UC3M, IMDEA, NEC, IMEC, ZSCALE

Conference Publication

https://doi.org/10.5281/zenodo.6820938

July 8, 2022

Quality-aware Analysis and Optimisation of Virtual Network Functions @ SPLC 2022

Daniel-Jesus Munoz, Monica Pinto, Lidia Fuentes

Members of: UMA

Conference Publication

https://doi.org/10.5281/zenodo.6772503

Conference Slides:

https://doi.org/10.5281/zenodo.7551778

Live presentation:

https://doi.org/10.5281/zenodo.7551875

June 28, 2022

Defining Categorical Reasoning of Numerical Feature Models with Feature-Wise and Variant-Wise Quality Attributes @ SPLC 2022

Daniel-Jesus Munoz, Monica Pinto, Dilian Gurov, Lidia Fuentes

Members of: UMA

Conference Publication

https://doi.org/10.5281/zenodo.6826201

Conference Slides:

https://doi.org/10.5281/zenodo.7552224

Live presentation:

https://doi.org/10.5281/zenodo.7552222

June 28, 2022

Global mobile network aggregators: taxonomy, roaming performance and optimization @ ACM MobiSys 2022

Sergi Alcalá-Marín, Aravindh Raman, Weili Wu, Andra Lutu, Marcelo Bagnulo, Ozgu Alay, Fabian E. Bustamante

Members of: IMDEA, Telefonica

Conference Publication

https://doi.org/10.1145/3498361.3538942

June 16, 2022

NEMO: A Tool to Transform Feature Models with Numerical Features and Arithmetic Constraints @ ICSR 2022

Daniel-Jesus Munoz, Jeho Oh, Monica Pinto, Lidia Fuentes. Don Batory

Members of: UMA

Conference Publication

https://doi.org/10.5281/zenodo.6657675

Conference Slides

https://doi.org/10.5281/zenodo.6672326

Live presentation

https://youtu.be/V-ONW8PftwM

June 16, 2022

Composición Categórica de Análisis Automáticos para Líneas de Productos Extendidas @ JISBD 2022

Daniel-Jesus Munoz, Monica Pinto, Lidia Fuentes

Members of: UMA

Conference Publication:

https://doi.org/10.5281/zenodo.6772503

Conference Slides:

https://doi.org/10.5281/zenodo.7554720

Live presentation:

https://doi.org/10.5281/zenodo.7574152

June 28, 2022

SLAs Decomposition for Network Slicing: A Deep Neural Network Approach @ International Conference on Computing Systems

Cyril Shih-Huan Hsu, Danny De Vleeschauwer, Chrysa Papagianni

Members of: NBL

Conference Publication:

https://doi.org/10.5281/zenodo.6685244

June 10, 2022

Predicting network performance using GNNs: generalization to larger unseen networks @ NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium

Miquel Farreras, Paola Soto, Migue Camelo, Lluis Fabregas, Pere Vilà

Members of: IMEC

Workshop Publication:

https://doi.org/10.5281/zenodo.7684179

June 09, 2023

Selective Edge Computing for Mobile Analytics @ IEEE Transactions on Network and Service Management

Apostolos Galanopoulos, George Iosifidis, Theodoros Salonidis, Douglas J. Leith

Members of: TU Delft

Conference Publication:

https://doi.org/10.5281/zenodo.7565476

May 01, 2022

Privacy-Preserving AI for Future Networks @ Communications of the ACM

Diego Perino, Kleomenis Katevas, Andra Lutu, Eduard Marin, Nicolas Kourtellis

Members of: TID

Magazine Publication:

https://dl.acm.org/doi/pdf/10.1145/3512343

April 01, 2022

Demonstrating Nuberu: A Reliable DU Design Suitable for Virtualization Platforms @ ACM MobiCom 2021

Garcia-Aviles, Gines; Garcia-Saavedra, Andres; Gramaglia, Marco; Costa-Perez, Xavier; Serrano, Pablo; Banchs, Albert

Members of: UC3M, NEC, IMDEA

Conference Publication

https://doi.org/10.5281/zenodo.6241555

February 5, 2022

Analyse or Transmit: Utilising Correlation at the Edge with Deep Reinforcement Learning @ GLOBECOM 2022

Hribar, Jernej; Shinkuma, Ryoichi; Iosifidis, George; Dusparic, Ivana

Members of: TU Delft

Conference Publication:

https://doi.org/10.5281/zenodo.7038317

February 2, 2022

Requirements and Specifications for the Orchestration of Network Intelligence in 6G @ IEEE 19th Annual Consumer Communications Networking Conference (CCNC) 2022

Miguel Camelo; Luca Cominardi; Marco Gramaglia; Marco Fiore; Andres Garcia-Saavedra; Lidia Fuentes; Danny De Vleeschauwer; Paola Soto; Nina Slamnik-Kriještorac; Joaquín Ballesteros; Chia-Yu Chang; Gabriele Baldoni; Johann M. Marquez-Barja; Peter Hellinckx; Steven Latré

Members of: ALL

Conference Publication

https://doi.org/10.5281/zenodo.5767861

December 8, 2021

Learning-Based Reservation of Virtualized Network Resources @ IEEE Transactions on Network and Service Management

Jean-Baptiste Monteil, George Iosifidis, Luiz DaSilva

Members of: TU Delft

Journal Publication

https://doi.org/10.5281/zenodo.7565296

January 09, 2022

Toward Native Explainable and Robust AI in 6G Networks: Current State, Challenges and Road Ahead @ Elsevier Computer Communications

C. Fiandrino, G. Attanasio, M. Fiore, J. Widmer

Members of: IMDEA

Journal Publication

https://doi.org/10.5281/zenodo.6351613

January 09, 2022

LossLeaP: Learning to Predict for Intent-Based Networking @ IEEE INFOCOM 2022

A. Collet, A. Banchs, M. Fiore

Members of: IMDEA

Conference Publication

https://doi.org/10.5281/zenodo.6351613

January 5, 2022

EdgeBOL: Automating Energy-savings for Mobile Edge AI @ ACM CoNEXT 2021

J. A. Ayala-Romero, A. Garcia-Saavedra, G. Iosifidis, X. Costa-Perez

Members of: NEC, TUDelft

Conference Publication

https://doi.org/10.5281/zenodo.5734868

December 15, 2021

Building Realistic Experimentation Environments for AI-enhanced Management and Orchestration (MANO) of 5G and beyond V2X systems @ IEEE Consumer Communications & Networking Conference

Nina Slamnik-Kriještorac; Miguel Camelo; Luca Cominardi; Steven Latré; Johann M. Marquez-Barja

Members of: IMEC, ADLINK

Conference Publication

https://doi.org/10.5281/zenodo.5767768

December 8, 2021

Realistic Experimentation Environments for Intelligent and Distributed Management and Orchestration (MANO) in 5G and beyond @ IEEE Consumer Communications & Networking Conference

Nina Slamnik-Kriještorac; Miguel Camelo; Luca Cominardi; Steven Latré; Johann M. Marquez-Barja

Members of: IMEC, ADLINK

Conference Publication

https://doi.org/10.5281/zenodo.5767796

December 8, 2021

Towards Autonomous VNF Auto-scaling using Deep Reinforcement Learning @ The Eighth International Conference on Software Defined Systems (SDS-2021)

Paola Soto; Danny De Vleeschauwer; Miguel Camelo; Yorick De Bock; Koen De Schepper; Chia-Yu Chang; Peter Hellinckx; Juan F. Botero; Steven Latré

Members of: IMEC, NBL

Conference Publication

https://doi.org/10.5281/zenodo.5767618

December 8, 2021

Zenoh-based Dataflow Framework for Autonomous Vehicles @ IEEE International Symposium on Autonomous Vehicle Software @ IEEE QRS 2021 AVS

Baldoni, Gabriele; Loudet, Julien; Cominardi, Luca; Corsaro, Angelo; He, Yong

Members of: ADLINK

Conference Publication:

https://doi.org/10.5281/zenodo.5734287

November 29, 2021

A General Approach for Traffic Classification in Wireless Networks using Deep Learning @ IEEE Transactions on Network and Service Management

Miguel Camelo, Paola Soto-Arenas, Steven Latré

Members of: IMEC

Conference Publication:

https://doi.org/10.5281/zenodo.5236572

November 24, 2021

A Machine Learning Approach for Service Function Chain Embedding in Cloud Datacenter Networks @ IEEE International Conference on Cloud Networking (CLOUDNET) 2021

Tom Wassing, Danny De Vleeschauwer, Chrysa Papagianni

Members of: NBL

Workshop Publication:

https://doi.org/10.5281/zenodo.8170927

November 10, 2021

Orchestrating Energy-Efficient vRANs: Bayesian Learning and Experimental Results @ IEEE Transactions on Mobile Computing

J. A. Ayala-Romero, A. Garcia-Saavedra, X. Costa-Perez, G. Iosifidis

Members of: NEC, i2CAT

Conference Publication

https://doi.org/10.1109/TMC.2021.3123794

November 1, 2021

O-RAN: Disrupting the Virtualized RAN Ecosystem @ IEEE Communications Standards Magazine

Garcia-Aviles, Gines; Garcia-Andres Garcia-Saavedra, Xavier Costa-Perez

Members of: NEC, i2CAT

Conference Publication

https://doi.org/10.5281/zenodo.5734889

October 25, 2021

Nuberu: Reliable RAN Virtualization in Shared Platforms @ ACM MobiCom 2021

Garcia-Aviles, Gines; Garcia-Saavedra, Andres; Gramaglia, Marco; Costa-Perez, Xavier; Serrano, Pablo; Banchs, Albert

Members of: UC3M, NEC, IMDEA

Conference Publication

https://doi.org/10.5281/zenodo.5599123

October 25, 2021

Decentralised Blockchain-based Solutions for Electronic Healthcare Record with Interacting Social Networking Components @ 3ICT 2021

Daniel-Jesus Munoz, Denisa-Andreea Constantinescu

Members of: UMA

Conference Publication

https://doi.org/10.5281/zenodo.5554351

Conference Slides:

https://doi.org/10.5281/zenodo.5554578

October 7, 2021

Despliegue Energéticamente Eficiente de Aplicaciones Distribuidas en Infraestructuras en el Borde Heterogéneas @ CEDI'21 Conference

A. Cañete, A. Rodríguez, M. Amor and L. Fuentes

Members of: UMA

Conference Publication

https://doi.org/10.5281/zenodo.5075287

September 22, 2021

Supporting IoT applications deployment on edge-based infrastructures using multi-layer feature models

A. Cañete, M. Amor and L. Fuentes

Members of: UMA

Journal Publication

https://doi.org/10.1016/j.jss.2021.111086

September 16, 2021

Insights from Operating an IP Exchange Provider @ ACM Special Interest Group on Data Communication 2021 (ACM SIGCOMM'21)

Lutu, Andra; Perino, Diego; Bagnulo, Marcelo; Bustamante, Fabián E.

Members of: TID

Conference Publication

https://doi.org/10.5281/zenodo.5722464

August 26, 2021

Birkhoff’s Decomposition Revisited: Sparse Scheduling for High-speed Circuit Switches @ ACM Special Interest Group on Data Communication 2021 (ACM SIGCOMM'21)

Vıctor Valls, George Iosifidis, Leandros Tassiulas

Members of: TU Delft

Journal Publication:

https://doi.org/10.5281/zenodo.7565052

August 09, 2021

Network Intelligence in 6G: challenges and opportunities @ ACM MobiArch 2021

A. Banchs, M. Fiore, M. Gramaglia, A. Garcia-Saavedra

Members of: UC3M, IMDEA, NEC

Conference Publication

https://doi.org/10.5281/zenodo.5524560

July 20, 2021

Traffic-Driven Sounding Reference Signal Resource Allocation in (Beyond) 5G Networks @ IEEE SECON 2021

Claudio Fiandrino, Giulia Attanasio, Marco Fiore, Joerg Widmer

Members of: IMDEA

Conference Publication

https://doi.org/10.5281/zenodo.5524826

July 7, 2021

Category Theory Framework for Variability Models with Non-Functional Requirements @ CAiSE 2021

Daniel-Jesus Munoz, Dilian Gurov, Monica Pinto, Lidia Fuentes

Members of: UMA

Conference Publication

http://doi.org/10.5281/zenodo.4599585

Conference Slides:

https://doi.org/10.5281/zenodo.5062144

Live presentation:

https://doi.org/10.5281/zenodo.5122321

July 1, 2021

ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs @ Sensors

P. Soto, M. Camelo, K. Mets, F. Wilhelmi, D. Góez, L. A. Fletscher, N. Gaviria, P. Hellinckx, J. F. Botero, S. Latré

Members of: IMEC

Journal Publication

https://doi.org/10.3390/s21134321

June 24, 2021

Teoría de Categorías Aplicada a Variabilidad @ CEDI 2021

Daniel-Jesus Munoz, Monica Pinto, Lidia Fuentes

Members of: UMA

Conference Publication

http://doi.org/10.5281/zenodo.4974524

Conference Slides:

https://doi.org/10.5281/zenodo.5554914

Live presentation:

https://doi.org/10.5281/zenodo.5554873

September 22, 2021

No-Regret Slice Reservation Algorithms @ IEEE ICC 2021

Monteil, Jean-Baptiste; Iosifidis, George; DaSilva, Luiz

Members of: TU Delft

Conference Publication

https://doi.org/10.5281/zenodo.4966897

June 14, 2021

Managing the far-Edge: are today's centralized solutions a good fit? @ IEEE Consumer Electronics Magazine

Baldoni, Gabriele; Cominardi, Luca; Groshev, Milan; De la Oliva, Antonio; Corsaro, Angelo

Members of: ADLINK, UC3M

Journal Publication

https://doi.org/10.5281/zenodo.4923688

June 15, 2021

When Deep Learning May Not Be The Right Tool For Traffic Classification @ AnNET 2021

K. Ismailaj, M. Camelo and S. Latré

Members of: IMEC

Conference Publication

http://doi.org/10.5281/zenodo.4923689

May 17, 2021

Elastic Femtocaching: Scale, Cache and Route @ IEEE Transactions on Wireless Communications 2021

Kwak, Jeongho; Paschos, Georgios; Iosifidis, George

Members of: TU Delft

Journal Publication

https://doi.org/10.5281/zenodo.4967023

May 01, 2021

ProDSPL: Proactive self-adaptation based on Dynamic Software Product Lines @ Journal of Systems and Software

I. Ayala, A.V. Papadopoulos, M. Amorand L. Fuentes

Members of: UMA

Journal Publication

https://doi.org/10.5281/zenodo.4616618

May 1, 2021

Demonstrating a Bayesian Online Learning forEnergy-Aware Resource Orchestration in vRANs @ IEEE INFOCOM 2021 (demo)

A. Garcia-saavedra, G. Iosifidis

Members of: NEC/TU Delft

Conference Publication

http://doi.org/10.5281/zenodo.4966737

May 01, 2021

AutoML for Video Analytics with Edge Computing @ IEEE INFOCOM 2021

G. Iosifidis

Member of: TU Delft

Conference Publication

http://doi.org/10.5281/zenodo.4966558

May 01, 2021

Bayesian Online Learning for Energy-Aware Orchestration in vRANs @ IEEE INFOCOM 2021

A. Garcia-saavedra, G. Iosifidis

Members of: NEC/TU Delft

Conference Publication

http://doi.org/10.5281/zenodo.4966637

May 01, 2021

Energy-Efficient Orchestration of Metro-Scale 5G Radio Access Networks @ IEEE INFOCOM 2021

Rajkarn Singh, Cengis Hasan, Xenofon Foukas, Marco Fiore, Mahesh K. Marina and Yue Wang

Members of: IMDEA

Conference Publication

https://doi.org/10.5281/zenodo.5524774

May 01, 2021

Experimental Evaluation of Power Consumption in Virtualized Base Stations @ IEEE ICC 2021

Ayala-Romero, Jose; Khalid, Ihtisham; Garcia-Saavedra, Andres; Costa-Perez, Xavier; Iosifidis, George

Members of: NEC/TU Delft

Conference publication

http://doi.org/10.5281/zenodo.4966356

February 01, 2021

CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting @ AAAI 2021

Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras

Member of: IMDEA

Conference Publication

https://doi.org/10.5281/zenodo.5524838

February 01, 2021

vrAIn: Deep Learning based Orchestration for Computing and Radio Resources in Vran @ IEEE Transactions on Mobile Computing

A. Garcia-Saavedra, M. Gramaglia, A. Banchs

Members of: NEC

Journal Publication

https://doi.org/10.5281/zenodo.5037024

January 15, 2021

Energy-efficient Deployment of IoT Applications in Edge-based Infrastructures: A Software Product Line Approach @ IEEE Internet of Things Journal

A. Cañete, M. Amor and L. Fuentes

Members of: UMA

Journal Publication

https://doi.org/10.5281/zenodo.4605644

January 01, 2021

Research Landscape – 6G Networks Research in Europe @ IEEE Network

Soumaya Cherkaoui

Magazine Publication:

https://ieeexplore.ieee.org/document/9687530

January 11, 2021

Publications

Summary:

CONTACT AND MEDIA

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