Gerardo Rubino

ORCID

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 55

Top Venues

Publications

Sebastián Basterrech, Line H. Clemmensen, Gerardo Rubino
A Self-Organizing Clustering System for Unsupervised Distribution Shift Detection. CoRR (2024)
Soumeya Kaada, Dinh-Hieu Tran, Nguyen Van Huynh, Marie-Line Alberi-Morel, Sofiene Jelassi, Gerardo Rubino
Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN. CoRR (2024)
Amine Rguez, Yassine Hadjadj Aoul, Farah Slim, Gerardo Rubino, Asma Selmi
A GRASP-Based Algorithm for Virtual Network Embedding. ISCC (2023)
Héctor Cancela, Leslie Murray, Gerardo Rubino
Reliability Estimation for Stochastic Flow Networks With Dependent Arcs. IEEE Trans. Reliab. 72 (2) (2023)
Sebastián Basterrech, Gerardo Rubino
Evolutionary Echo State Network: A neuroevolutionary framework for time series prediction. Appl. Soft Comput. 144 (2023)
Nicolás A. Jara, Gerardo Rubino, Hermann Pempelfort, Patricia Morales, Alejandra Beghelli
Towards an Analytical Tool to Support Planning of 400ZR+-Enabled IPoWDM Networks. OFC (2023)
Soumeya Kaada, Marie-Line Alberi-Morel, Gerardo Rubino, Sofiene Jelassi
Measuring 5G-RAN Resilience Using Coverage and Quality of Service Indicators. NOMS (2023)
Sebastián Basterrech, Jan Platos, Gerardo Rubino, Michal Wozniak
Experimental Analysis on Dissimilarity Metrics and Sudden Concept Drift Detection. ISDA (3) (2022)
Soumeya Kaada, Marie-Line Alberi-Morel, Gerardo Rubino, Sofiene Jelassi
Resilience analysis and quantification method for 5G-Radio Access Networks. NoF (2022)
Sebastián Basterrech, Gerardo Rubino
Evolutionary Echo State Network: evolving reservoirs in the Fourier space. CoRR (2022)
Sebastián Basterrech, Gerardo Rubino
Evolutionary Echo State Network: evolving reservoirs in the Fourier space. IJCNN (2022)
Anouar Rkhami, Yassine Hadjadj Aoul, Gerardo Rubino, Abdelkader Outtagarts
MonGNN: A neuroevolutionary-based solution for 5G network slices monitoring. LCN (2021)
Anouar Rkhami, Yassine Hadjadj Aoul, Gerardo Rubino, Abdelkader Outtagarts
On the use of machine learning and network tomography for network slices monitoring. HPSR (2021)
Mohammed Lotfi Hachemi, Abdelghani Ghomari, Yassine Hadjadj Aoul, Gerardo Rubino
Mobile traffic forecasting using a combined FFT/LSTM strategy in SDN networks. HPSR (2021)
Sebastián Basterrech, Gerardo Rubino
Evolving reservoir weights in the frequency domain. GECCO Companion (2021)
Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Gerardo Rubino, Raúl Tempone
Efficient importance sampling for large sums of independent and identically distributed random variables. Stat. Comput. 31 (6) (2021)
Mohamed Rahali, Cao-Thanh Phan, Gerardo Rubino
KRS: Kubernetes Resource Scheduler for resilient NFV networks. GLOBECOM (2021)
Mohamed Rahali, Jean-Michel Sanner, Cao-Thanh Phan, Gerardo Rubino
A network tomography approach for anomaly localization in Service Function Chaining. ISNCC (2021)
Sofiene Jelassi, Gerardo Rubino
Toward Operative QoE Models using Virtual Multimedia IP-based Streaming Services. ICIN (2021)
Mohamed Rahali, Jean-Michel Sanner, Gerardo Rubino
TOM: a self-trained Tomography solution for Overlay networks Monitoring. CCNC (2020)
Nicolás A. Jara, Hermann Pempelfort, Gerardo Rubino, Reinaldo Vallejos
A Fault-Tolerance Solution to Any Set of Failure Scenarios on Dynamic WDM Optical Networks With Wavelength Continuity Constraints. IEEE Access 8 (2020)
Nicolás A. Jara, Hermann Pempelfort, Gerardo Rubino, Reinaldo Vallejos
How much the wavelength dimensioning methods and a tightened QoS provision impact on the dynamic WDM optical networks capacity? Opt. Switch. Netw. 35 (2020)
Anouar Rkhami, Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts, Gerardo Rubino
On the Use of Graph Neural Networks for Virtual Network Embedding. ISNCC (2020)
Mohamed Rahali, Jean-Michel Sanner, Gerardo Rubino
FEAL: A source routing Framework for Efficient Anomaly Localization. ICC (2020)
Noé Torres-Cruz, Mario E. Rivero-Angeles, Gerardo Rubino, Ricardo Menchaca-Mendez, Rolando Menchaca-Méndez, David Ramirez
A comprehensive analytical framework for VoD services in hybrid CDN-P2P systems. J. Netw. Comput. Appl. 161 (2020)
Hamza Ben Ammar, Yassine Hadjadj Aoul, Gerardo Rubino, Soraya Ait Chellouche
On the performance analysis of distributed caching systems using a customizable Markov chain model. J. Netw. Comput. Appl. 130 (2019)
Nicolás A. Jara, Hermann Pempelfort, Gerardo Rubino, Reinaldo Vallejos
Survivability in Optical Networks: A Solution for the Wavelength Continuity Constraint Case. LADC (2019)
Héctor Cancela, Leslie Murray, Gerardo Rubino
Efficient Estimation of Stochastic Flow Network Reliability. IEEE Trans. Reliab. 68 (3) (2019)
Mohamed Rahali, Jean-Michel Sanner, Gerardo Rubino
Unicast Inference of Additive Metrics in General Network Topologies. MASCOTS (2019)
Meriam Bouzouita, Yassine Hadjadj Aoul, Nawel Zangar, Gerardo Rubino
Estimating the number of contending IoT devices in 5G networks: Revealing the invisible. Trans. Emerg. Telecommun. Technol. 30 (4) (2019)
Omar Matus, Javiera Barrera, Eduardo Moreno, Gerardo Rubino
On the Marshall-Olkin Copula Model for Network Reliability Under Dependent Failures. IEEE Trans. Reliab. 68 (2) (2019)
Noé Torres-Cruz, Mario E. Rivero-Angeles, Gerardo Rubino, Ricardo Menchaca-Mendez, Rolando Menchaca-Méndez
An efficient resource allocation scheme for VoD services over window-based P2P networks. Multim. Tools Appl. 77 (23) (2018)
Edgar Romo-Montiel, Mario Eduardo Rivero-Angeles, Herón Molina-Lozano, Gerardo Rubino, Ricardo Menchaca-Mendez, Rolando Menchaca-Méndez
Optimal Transmission Thresholds for QoS Guarantees in WSNs. Q2SWinet@MSWiM (2018)
Hamza Ben Ammar, Yassine Hadjadj Aoul, Gerardo Rubino, Soraya Ait Chellouche
A Versatile Markov Chain Model for the Performance Analysis of CCN Caching Systems. GLOBECOM (2018)
Sofiene Jelassi, Gerardo Rubino
A perception-oriented Markov model of loss incidents observed over VoIP networks. Comput. Commun. 128 (2018)
Nicolás A. Jara, Reinaldo Vallejos, Gerardo Rubino
Blocking Evaluation and Wavelength Dimensioning of Dynamic WDM Networks Without Wavelength Conversion. JOCN 9 (8) (2017)
Jean-Michel Sanner, Yassine Hadjadj Aoul, Meryem Ouzzif, Gerardo Rubino
An evolutionary controllers' placement algorithm for reliable SDN networks. CNSM (2017)
Nicolás A. Jara, Gerardo Rubino, Reinaldo Vallejos
Alternate paths for multiple fault tolerance on Dynamic WDM Optical Networks. HPSR (2017)
Mario E. Rivero-Angeles, Gerardo Rubino
Transmission Probability Strategies for Cluster-Based Event-Driven Wireless Sensor Networks. CyberC (2017)
Noé Torres-Cruz, Mario E. Rivero-Angeles, Gerardo Rubino, Ricardo Menchaca-Mendez, Rolando Menchaca-Méndez
A Window-Based, Server-Assisted P2P Network for VoD Services with QoE Guarantees. Mob. Inf. Syst. 2017 (2017)
Eduardo Alberto Canale, Pablo Romero, Gerardo Rubino
Factorization and exact evaluation of the source-terminal diameter-constrained reliability. Networks 70 (4) (2017)
Edgar Romo-Montiel, Mario E. Rivero-Angeles, Gerardo Rubino, Herón Molina-Lozano, Rolando Menchaca-Méndez, Ricardo Menchaca-Mendez
Performance Analysis of Cluster Formation in Wireless Sensor Networks. Sensors 17 (12) (2017)
Eduardo A. Canale, Pablo Romero, Gerardo Rubino
Factorization theory in diameter constrained reliability. RNDM (2016)
Omar Matus, Javiera Barrera, Eduardo Moreno, Gerardo Rubino
Calibrating a dependent failure model for computing reliabilities in telecommunication networks. WSC (2016)
Meriam Bouzouita, Yassine Hadjadj Aoul, Nawel Zangar, Gerardo Rubino, Sami Tabbane
Applying nonlinear optimal control strategy for the access management of MTC devices. CCNC (2016)
Omar Matus, Javiera Barrera, Eduardo Moreno, Gerardo Rubino
Calibrating a Dependent Failure Model for Computing Reliabilites on Telecommunication Networks. SSN (2016)
Ajit Rai, René C. Valenzuela, Bruno Tuffin, Gerardo Rubino, Pierre Dersin
Approximate Zero-Variance Importance Sampling for static network reliability estimation with node failures and application to rail systems. WSC (2016)
Gabriel Bayá, Antonio Mauttone, Franco Robledo, Pablo Romero, Gerardo Rubino
Capacitated m Ring Star Problem under Diameter Constrained Reliability. Electron. Notes Discret. Math. 51 (2016)
Sebastián Basterrech, Gerardo Rubino
A Tutorial about Random Neural Networks in Supervised Learning. CoRR (2016)
Eduardo A. Canale, Pablo Romero, Gerardo Rubino, Xavier Warnes
Network utility problem and easy reliability polynomials. RNDM (2016)
Héctor Cancela, Leslie Murray, Gerardo Rubino
Highly reliable stochastic flow network reliability estimation. CLEI (2016)
Meriam Bouzouita, Yassine Hadjadj Aoul, Nawel Zangar, Gerardo Rubino, Sami Tabbane
Dynamic Adaptive Access Barring Scheme For Heavily Congested M2M Networks. MSWiM (2016)
Pantelis A. Frangoudis, George C. Polyzos, Gerardo Rubino
Relay-based multipoint content delivery for wireless users in an information-centric network. Comput. Networks 105 (2016)
Yue Li, Yassine Hadjadj Aoul, Philippe Bertin, Gerardo Rubino
A control theoretic strategy for intelligent interface selection in heterogeneous network environments. CCNC (2016)
Jean-Michel Sanner, Yassine Hadjadj-Aoufi, Meryem Ouzzif, Gerardo Rubino
Hierarchical clustering for an efficient controllers' placement in software defined networks. GIIS (2016)
Héctor Cancela, Mohamed El Khadiri, Gerardo Rubino, Bruno Tuffin
Balanced and Approximate Zero-Variance Recursive Estimators for the Network Reliability Problem. ACM Trans. Model. Comput. Simul. 25 (1) (2015)
Gerardo Rubino
Power and Effectiveness in Queueing Systems. QEST (2015)
Eduardo Alberto Canale, Héctor Cancela, Juan Piccini, Franco Robledo, Pablo Romero, Gerardo Rubino, Pablo Sartor
Recursive Variance Reduction method in stochastic monotone binary systems. RNDM@WMNC (2015)
Sebastián Basterrech, Gerardo Rubino, Václav Snásel
Sensitivity analysis of echo state networks for forecasting pseudo-periodic time series. SoCPaR (2015)
Héctor Cancela, Mohamed El Khadiri, Gerardo Rubino, Bruno Tuffin
On the robustness of fishman's bound-based method for the network reliability problem. WSC (2015)
Sebastián Basterrech, Gerardo Rubino, Václav Snásel
Experimental Analysis of a Hybrid Reservoir Computing Technique. HIS (2015)
Meriam Bouzouita, Yassine Hadjadj Aoul, Nawel Zangar, Gerardo Rubino, Sami Tabbane
Multiple Access Class Barring Factors Algorithm for M2M Communications in LTE-advanced Networks. MSWiM (2015)
Sofiene Jelassi, Gerardo Rubino
YouSOS: A victim-centered multimedia SOS emergency framework. ICT-DM (2015)
Héctor Cancela, Leslie Murray, Gerardo Rubino
Conditional Monte Carlo With Intermediate Estimations for Simulation of Markovian Systems. CLEI Selected Papers (2015)
Yue Li, Yassine Hadjadj Aoul, Philippe Bertin, Gerardo Rubino
Control theory based interface selection mechanism in Fixed-Mobile Converged network. HPSR (2015)
Eduardo A. Canale, Pablo Romero, Gerardo Rubino
A Full Characterization of Irrelevant Components in Diameter Constrained Reliability. CoRR (2014)
Pantelis A. Frangoudis, Aggeliki Sgora, Martín Varela, Gerardo Rubino
Quality-driven optimal SLA selection for enterprise cloud communications. ICC Workshops (2014)
Eduardo Alberto Canale, Pablo Romero, Gerardo Rubino
Irrelevant Components and Exact Computation of the Diameter Constrained Reliability. CoRR (2014)
Héctor Cancela, Franco Robledo, Gerardo Rubino, Pablo Sartor
Efficient estimation of distance-dependent metrics in edge-failing networks. Int. Trans. Oper. Res. 21 (2) (2014)
Pantelis A. Frangoudis, George C. Polyzos, Gerardo Rubino
Content dissemination in wireless networks exploiting relaying and information-centric architectures. QSHINE (2014)
Carlos A. Guzman-Medina, Mario E. Rivero-Angeles, Gerardo Rubino
Residual energy-based transmission schemes for event reporting wireless sensor networks. ISWCS (2014)
Pantelis A. Frangoudis, Yassine Hadjadj Aoul, Adlen Ksentini, Gerardo Rubino, Thierry Etame, Clement Brun
PTPv2-based network load estimation and its application to QoE monitoring for Over-the-Top services. IISA (2014)
Sofiene Jelassi, Gerardo Rubino
Modeling of network delay variation in packet voice communications on mobile ad-hoc networks. ICC (2013)
Claudio E. Risso, Eduardo Alberto Canale, Franco Robledo, Gerardo Rubino
Using metaheuristics for planning resilient and cost-effective multilayer networks. ICUMT (2013)
Sebastián Basterrech, Gerardo Rubino
Echo State Queueing Network: A new reservoir computing learning tool. CCNC (2013)
Eduardo Alberto Canale, Héctor Cancela, Franco Robledo, Gerardo Rubino, Pablo Sartor
-reliability of networks. Int. Trans. Oper. Res. 20 (1) (2013)
Edgar E. Báez Esquivel, Mario E. Rivero-Angeles, Gerardo Rubino
Priority scheme for window-based video-on-demand transmission on BitTorrent-like Peer-to-Peer networks. ICC (2013)
Laura Aspirot, Ernesto Mordecki, Gerardo Rubino
Fluid Limit for the Machine Repairman Model with Phase-Type Distributions. QEST (2013)
Sofiene Jelassi, Gerardo Rubino
A perceptually sensitive Markovian model of packet loss processes during voip conversations. IWCMC (2013)
Héctor Cancela, Franco Robledo, Gerardo Rubino, Pablo Sartor
Monte Carlo estimation of diameter-constrained network reliability conditioned by pathsets and cutsets. Comput. Commun. 36 (6) (2013)
Sofiene Jelassi, Gerardo Rubino
Connections analysis of voice traffic over MANETs and their impact on delay variation. ISCC (2013)
Sebastián Basterrech, Václav Snásel, Gerardo Rubino
An Experimental Analysis of Reservoir Parameters of the Echo State Queueing Network Model. IBICA (2013)
Mario E. Rivero-Angeles, Gerardo Rubino, Ivan Omar Olguin Torres, Luis Antonio Martinez
Window-based streaming Video-on-Demand transmission on BitTorrent-like Peer-to-Peer networks. CCNC (2013)
Sebastián Basterrech, Gerardo Rubino
A more powerful random neural network model in supervised learning applications. SoCPaR (2013)
Zdravko I. Botev, Pierre L'Ecuyer, Gerardo Rubino, Richard J. Simard, Bruno Tuffin
Static Network Reliability Estimation via Generalized Splitting. INFORMS J. Comput. 25 (1) (2013)
Héctor Cancela, Franco Robledo, Gerardo Rubino, Pablo Sartor
A Monte Carlo sampling plan for estimating diameter-dependent network parameters. ICUMT (2012)
Sebastián Basterrech, Gerardo Rubino
Echo State Queueing Network: a new reservoir computing learning tool CoRR (2012)
Sofiene Jelassi, Gerardo Rubino
A case study of perceived listening quality of temporally interrupted VoIP service. GLOBECOM (2012)
Kamal Deep Singh, Yassine Hadjadj Aoul, Gerardo Rubino
Quality of experience estimation for adaptive HTTP/TCP video streaming using H.264/AVC. CCNC (2012)
Sebastián Basterrech, Gerardo Rubino, Martín Varela
Single-sided Real-time PESQ Score Estimation CoRR (2012)
Héctor Cancela, Mohamed El Khadiri, Gerardo Rubino
A new simulation method based on the RVR principle for the rare event network reliability problem. Ann. Oper. Res. 196 (1) (2012)
Sofiene Jelassi, Gerardo Rubino, Hugh Melvin, Habib Youssef, Guy Pujolle
Quality of Experience of VoIP Service: A Survey of Assessment Approaches and Open Issues. IEEE Commun. Surv. Tutorials 14 (2) (2012)
Sebastián Basterrech, Colin Fyfe, Gerardo Rubino
Self-Organizing Maps and Scale-Invariant Maps in Echo State Networks. ISDA (2011)
Pierre L'Ecuyer, Gerardo Rubino, Samira Saggadi, Bruno Tuffin
Approximate Zero-Variance Importance Sampling for Static Network Reliability Estimation. IEEE Trans. Reliab. 60 (3) (2011)
Sebastián Basterrech, Samir Mohamed, Gerardo Rubino, Mostafa A. Soliman
Levenberg - Marquardt Training Algorithms for Random Neural Networks. Comput. J. 54 (1) (2011)
Laura Aspirot, Ernesto Mordecki, Gerardo Rubino
Fluid Limits Applied to Peer to Peer Network Analysis. QEST (2011)
Sofiene Jelassi, Gerardo Rubino
A comparison study of automatic speech quality assessors sensitive to packet loss burstiness. CCNC (2011)
Sofiene Jelassi, Gerardo Rubino
A study of artificial speech quality assessors of VoIP calls subject to limited bursty packet losses. EURASIP J. Image Video Process. 2011 (2011)
Gerardo Rubino
On Kleinrock's Power Metric for Queueing Systems. ICCCN (2011)
Héctor Cancela, Pierre L'Ecuyer, Gerardo Rubino, Bruno Tuffin
Combination of conditional Monte Carlo and approximate zero-variance importance sampling for network reliability estimation. WSC (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gerardo Rubino