| 2026 | IWCMC | Proximal Policy Optimization for Reliable Virtual Network Request Embedding. | Amine Rguez, Yassine Hadjadj-Aoul, Gerardo Rubino |
| 2025 | IJCNN | An AutoML Framework using AutoGluonTS for Forecasting Seasonal Extreme Temperatures. | Pablo Rodrguez-Bocca, Guillermo Pereira, Diego Kiedanski, Soledad Collazo, Sebastin Basterrech, Gerardo Rubino |
| 2025 | ISNCC | An Enhanced Exploration GRASP-Based Algorithm for Virtual Network Embedding. | Amine Rguez, Yassine Hadjadj-Aoul, Gerardo Rubino |
| 2025 | SOFTCOM | A Finer ALOHA-Based Analytical Model for LR-FHSS Performance Evaluation. | Wilem Lamdani, Gerardo Rubino, Soraya Ait Chellouche, Yassine Hadjadj-Aoul, Csar Viho |
| 2024 | CLEI | Robust Implementation of Permutation Monte Carlo for Network Reliability Estimation. | Hctor Cancela, Leslie Murray, Gerardo Rubino |
| 2024 | ESANN | Exploring Self-Organizing Maps for Addressing Semantic Impairments. | Jorge Graneri, Sebastin Basterrech, Gerardo Rubino, Eduardo Mizraji |
| 2024 | IJCNN | A Self-Organizing Clustering System for Unsupervised Distribution Shift Detection. | Sebastin Basterrech, Line Harder Clemmensen, Gerardo Rubino |
| 2023 | ISCC | A GRASP-Based Algorithm for Virtual Network Embedding. | Amine Rguez, Yassine Hadjadj-Aoul, Farah Slim, Gerardo Rubino, Asma Selmi |
| 2023 | NOMS | Measuring 5G-RAN Resilience Using Coverage and Quality of Service Indicators. | Soumeya Kaada, Marie-Line Alberi-Morel, Gerardo Rubino, Sofiene Jelassi |
| 2022 | IJCNN | Evolutionary Echo State Network: evolving reservoirs in the Fourier space. | Sebastin Basterrech, Gerardo Rubino |
| 2022 | ISDA | Experimental Analysis on Dissimilarity Metrics and Sudden Concept Drift Detection. | Sebastin Basterrech, Jan Platos, Gerardo Rubino, Michal Wozniak |
| 2021 | GECCO | Evolving reservoir weights in the frequency domain. | Sebastin Basterrech, Gerardo Rubino |
| 2021 | GLOBECOM | KRS: Kubernetes Resource Scheduler for resilient NFV networks. | Mohamed Rahali, Cao-Thanh Phan, Gerardo Rubino |
| 2021 | HPSR | Mobile traffic forecasting using a combined FFT/LSTM strategy in SDN networks. | Mohammed Lotfi Hachemi, Abdelghani Ghomari, Yassine Hadjadj-Aoul, Gerardo Rubino |
| 2021 | HPSR | On the use of machine learning and network tomography for network slices monitoring. | Anouar Rkhami, Yassine Hadjadj-Aoul, Gerardo Rubino, Abdelkader Outtagarts |
| 2021 | ICIN | Toward Operative QoE Models using Virtual Multimedia IP-based Streaming Services. | Sofiene Jelassi, Gerardo Rubino |
| 2021 | ISNCC | A network tomography approach for anomaly localization in Service Function Chaining. | Mohamed Rahali, Jean-Michel Sanner, Cao-Thanh Phan, Gerardo Rubino |
| 2021 | LCN | MonGNN: A neuroevolutionary-based solution for 5G network slices monitoring. | Anouar Rkhami, Yassine Hadjadj-Aoul, Gerardo Rubino, Abdelkader Outtagarts |
| 2020 | ISNCC | On the Use of Graph Neural Networks for Virtual Network Embedding. | Anouar Rkhami, Pham Tran Anh Quang, Yassine Hadjadj-Aoul, Abdelkader Outtagarts, Gerardo Rubino |
| 2019 | MASCOTS | Unicast Inference of Additive Metrics in General Network Topologies. | Mohamed Rahali, Jean-Michel Sanner, Gerardo Rubino |
| 2018 | GLOBECOM | A Versatile Markov Chain Model for the Performance Analysis of CCN Caching Systems. | Hamza Ben Ammar, Yassine Hadjadj-Aoul, Gerardo Rubino, Soraya Ait Chellouche |
| 2018 | MSWIM | Optimal Transmission Thresholds for QoS Guarantees in WSNs. | Edgar Romo-Montiel, Mario Eduardo Rivero-Angeles, Hern Molina-Lozano, Gerardo Rubino, Ricardo Menchaca-Mndez, Rolando Menchaca-Mndez |
| 2017 | CNSM | An evolutionary controllers' placement algorithm for reliable SDN networks. | Jean-Michel Sanner, Yassine Hadjadj-Aoul, Meryem Ouzzif, Gerardo Rubino |
| 2017 | HPSR | Alternate paths for multiple fault tolerance on Dynamic WDM Optical Networks. | Nicols A. Jara, Gerardo Rubino, Reinaldo Vallejos |
| 2016 | CLEI | Highly reliable stochastic flow network reliability estimation. | Hctor Cancela, Leslie Murray, Gerardo Rubino |
| 2016 | MSWIM | Dynamic Adaptive Access Barring Scheme For Heavily Congested M2M Networks. | Meriam Bouzouita, Yassine Hadjadj-Aoul, Nawel Zangar, Gerardo Rubino, Sami Tabbane |
| 2016 | WSC | Calibrating a dependent failure model for computing reliabilities in telecommunication networks. | Omar Matus, Javiera Barrera, Eduardo Moreno, Gerardo Rubino |
| 2016 | WSC | Approximate Zero-Variance Importance Sampling for static network reliability estimation with node failures and application to rail systems. | Ajit Rai, Ren C. Valenzuela, Bruno Tuffin, Gerardo Rubino, Pierre Dersin |
| 2015 | HIS | Experimental Analysis of a Hybrid Reservoir Computing Technique. | Sebastin Basterrech, Gerardo Rubino, Vclav Snsel |
| 2015 | HPSR | Control theory based interface selection mechanism in Fixed-Mobile Converged network. | Yue Li, Yassine Hadjadj-Aoul, Philippe Bertin, Gerardo Rubino |
| 2015 | MSWIM | Multiple Access Class Barring Factors Algorithm for M2M Communications in LTE-advanced Networks. | Meriam Bouzouita, Yassine Hadjadj-Aoul, Nawel Zangar, Gerardo Rubino, Sami Tabbane |
| 2015 | WSC | On the robustness of fishman's bound-based method for the network reliability problem. | Hctor Cancela, Mohamed El Khadiri, Gerardo Rubino, Bruno Tuffin |
| 2014 | Qshine | Content dissemination in wireless networks exploiting relaying and information-centric architectures. | Pantelis A. Frangoudis, George C. Polyzos, Gerardo Rubino |
| 2013 | ISCC | Connections analysis of voice traffic over MANETs and their impact on delay variation. | Sofiene Jelassi, Gerardo Rubino |
| 2013 | IWCMC | A perceptually sensitive Markovian model of packet loss processes during voip conversations. | Sofiene Jelassi, Gerardo Rubino |
| 2012 | GLOBECOM | A case study of perceived listening quality of temporally interrupted VoIP service. | Sofiene Jelassi, Gerardo Rubino |
| 2011 | ICCCN | On Kleinrock's Power Metric for Queueing Systems. | Gerardo Rubino |
| 2011 | ISDA | Self-Organizing Maps and Scale-Invariant Maps in Echo State Networks. | Sebastin Basterrech, Colin Fyfe, Gerardo Rubino |
| 2010 | WSC | Combination of conditional Monte Carlo and approximate zero-variance importance sampling for network reliability estimation. | Hctor Cancela, Pierre L'Ecuyer, Gerardo Rubino, Bruno Tuffin |
| 2008 | GLOBECOM | Improving Perceived Streaming-Video Quality in High Speed Downlink Packet Access. | Kamal Deep Singh, Julio Orozco, David Ros, Gerardo Rubino |
| 2008 | HIS | A GRASP Algorithm Using RNN for Solving Dynamics in a P2P Live Video Streaming Network. | Marcelo Martnez, Alexis Morn, Franco Robledo, Pablo Rodrguez-Bocca, Hctor Cancela, Gerardo Rubino |
| 2007 | GLOBECOM | Perceptual Quality in P2P Multi-Source Video Streaming Policies. | Hctor Cancela, Pablo Rodrguez-Bocca, Gerardo Rubino |
| 2007 | WSC | Estimating the probability of a rare event over a finite time horizon. | Pieter-Tjerk de Boer, Pierre L'Ecuyer, Gerardo Rubino, Bruno Tuffin |
| 2006 | ICANN | Evaluating Users' Satisfaction in Packet Networks Using Random Neural Networks. | Gerardo Rubino, Pierre Tirilly, Martn Varela |
| 2005 | WSC | New measures of robustness in rare event simulation. | Hctor Cancela, Gerardo Rubino, Bruno Tuffin |
| 2005 | WSC | Sensitivity analysis of network reliability using monte carlo. | Gerardo Rubino |
| 2002 | DSN | Evaluation of the Maximum Level Reached by a Queue Over a Finite Period. | Gerardo Rubino |
| 2000 | PDPTA | On the application of accelerating simulation methods in network analysis. | Jos Incera, Gerardo Rubino, Nicols E. Stier Moses |
| 1998 | ISCC | A dynamic delayed acknowledgment mechanism to improve TCP performance for asymmetric links. | Hossam Afifi, Omar Elloumi, Gerardo Rubino |
| 1997 | SRDS | Predicting Dependability Properties On-line. | Gerardo Rubino |