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2020 – today
- 2024
[j22]Ling Chen, Yajie Li
, Carlos Natalino, Yongcheng Li, Boxin Zhang, Yingbo Fan, Wei Wang, Yongli Zhao, Jie Zhang:
Reliable and efficient RAR-based distributed model training in computing power network. J. Opt. Commun. Netw. 16(5): 527-540 (2024)- [j21]Yiran Teng, Carlos Natalino, Haiyuan Li, Ruizhi Yang, Jassim Majeed, Sen Shen, Paolo Monti, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou:
Deep-reinforcement-learning-based RMSCA for space division multiplexing networks with multi-core fibers [Invited Tutorial]. J. Opt. Commun. Netw. 16(7): 76- (2024) - [j20]Carlos Natalino, Talles Magalhaes, Farhad Arpanaei, Fabricio R. L. Lobato, João C. W. A. Costa, José Alberto Hernández, Paolo Monti:
Optical Networking Gym: an open-source toolkit for resource assignment problems in optical networks. J. Opt. Commun. Netw. 16(12): 40- (2024) - [j19]André Lucas Pinho Fernandes, Daynara D. Souza, Carlos Natalino, Federico Tonini, André M. Cavalcante, Paolo Monti, João C. W. A. Costa:
A Cost Assessment Methodology for User-Centric Distributed Massive MIMO Architectures. IEEE Open J. Commun. Soc. 5: 3517-3543 (2024) - [j18]Ehsan Etezadi, Carlos Natalino, Christine Tremblay, Lena Wosinska, Marija Furdek:
Programmable Filterless Optical Networks: Architecture, Design, and Resource Allocation. IEEE/ACM Trans. Netw. 32(2): 1096-1109 (2024) - [c57]Rishu Raj, Devika Dass, Kaida Kaeval, Sai Kireet Patri, Vincent Sleiffer, Benedikt Baeuerle, Wolfgang Heni, Marco Ruffini, Colm Browning, Alan Naughton, Ruth Mackey, David Mackey, Boris Vukovic, Jasmin Smajic, Juerg Leuthold, Carlos Natalino, Lena Wosinska, Tommy Svensson, Aleksandra Kaszubowska-Anandarajah, Ioanna Mesogiti, Simon Pryor, Anna Tzanakaki, Reza Nejabati, Paolo Monti, Dan Kilper:
Towards Efficient Confluent Edge Networks. EuCNC/6G Summit 2024: 1163-1168 - [c56]Piotr Lechowicz, Carlos Natalino, Vignesh Karunakaran, Achim Autenrieth, Thomas Bauschert, Paolo Monti:
Trade-Offs in Implementing Unsupervised Anomaly Detection with TAPI-Based Streaming Telemetry. HPSR 2024: 13-18 - [c55]R. A. Albuquerque, Leonardo P. Dias, Junior Momo Ziazet, Konstantinos Vandikas, Selim Ickin, Brigitte Jaumard, Carlos Natalino, Lena Wosinska, Paolo Monti, Elaine Wong:
Asynchronous Federated Split Learning. ICFEC 2024: 11-18 - [c54]Ehsan Etezadi, Farhad Arpanaei, Carlos Natalino, Erik Agrell, Lena Wosinska, Paolo Monti, David Larrabeiti, Marija Furdek:
Joint Fragmentation- and QoT-Aware RBMSA in Dynamic Multi-Band Elastic Optical Networks. ICTON 2024: 1-5 - [c53]Kimia Ghodsifar, Farhad Arpanaei, Hamzeh Beyranvand, Mahdi Ranjbar Zefreh, Carlos Natalino, Paolo Monti, S. Yan, Óscar González de Dios, José Manuel Rivas-Moscoso, Juan Pedro Fernández-Palacios, Alfonso Sánchez-Macián, David Larrabeiti, José Alberto Hernández:
ML-Assisted Optimal Power and GSNR Estimation in Multi-band Elastic Optical Networks. ICTON 2024: 1-4 - [c52]Carlos Natalino, Paolo Monti:
Proactive Relocation for Survivable Cloud Services. ICTON 2024: 1-4 - [c51]Sze Ka Tse, Xiaoyang Zhao, Anita Chan, Di Tang, Aanchan Mohan, Carlos Natalino, Michal Aibin:
Reinforcement Learning for Power Management in Low-margin Optical Networks. ICTON 2024: 1-4 - [c50]Daniel Adanza, Carlos Natalino, Lluis Gifre, Raul Muñoz, Pol Alemany, Paolo Monti, Ricard Vilalta:
IntentLLM: An AI Chatbot to Create, Find, and Explain Slice Intents in TeraFlowSDN. NetSoft 2024: 307-309 - [c49]Farhad Arpanaei, Kimia Ghodsifar, Hamzeh Beyranvand, José Alberto Hernández, José Manuel Rivas-Moscoso, Carlos Natalino, Mahdi Ranjbar Zefreh, Antonio Napoli, Juan P. Fernández Palacios, David Larrabeiti:
Hyperaccelerated Power Optimization in Multi-Band Elastic Optical Networks. OFC 2024: 1-3 - [c48]Omran Ayoub, Carlos Natalino, Paolo Monti:
Towards Explainable Reinforcement Learning in Optical Networks: The RMSA Use Case. OFC 2024: 1-3 - [c47]Vignesh Karunakaran, Carlos Natalino, Behnam Shariati, Piotr Lechowicz, Johannes Karl Fischer, Achim Autenrieth, Paolo Monti, Thomas Bauschert:
TAPI-based Telemetry Streaming in Multi-domain Optical Transport Network. OFC 2024: 1-3 - [c46]Carlos Natalino, Behnam Shariati, Pooyan Safari, Johannes Karl Fischer, Paolo Monti:
Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks. OFC 2024: 1-3 - [c45]Leyla Sadighi, Stefan Karlsson, Carlos Natalino, Marija Furdek:
Machine Learning-Based Polarization Signature Analysis for Detection and Categorization of Eavesdropping and Harmful Events. OFC 2024: 1-3 - [i1]Yiran Teng, Carlos Natalino, Farhad Arpanaei, Alfonso Sánchez-Macián, Paolo Monti, Shuangyi Yan, Dimitra Simeonidou:
DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks. CoRR abs/2408.03221 (2024) - 2023
- [j17]Federico Tonini, Carlos Natalino, Dagnachew Azene Temesgene, Zere Ghebretensae, Lena Wosinska, Paolo Monti:
Benefits of Pod Dimensioning With Best-Effort Resources in Bare Metal Cloud Native Deployments. IEEE Netw. Lett. 5(1): 41-45 (2023) - [j16]Carlos Natalino, Lluis Gifre, Francisco-Javier Moreno-Muro, Sergio Gonzalez-Diaz, Ricard Vilalta, Raul Muñoz, Paolo Monti, Marija Furdek:
Flexible and scalable ML-based diagnosis module for optical networks: a security use case. J. Opt. Commun. Netw. 15(8): C155-C165 (2023) - [c44]Federico Tonini, Carlos Natalino, Dagnachew Azene Temesgene, Zere Ghebretensae, Lena Wosinska, Paolo Monti:
A Service-Aware Autoscaling Strategy for Container Orchestration Platforms with Soft Resource Isolation. EuCNC/6G Summit 2023: 454-459 - [c43]Panagiotis Famelis, Georgios P. Katsikas, Vasilios Katopodis, Carlos Natalino, Lluis Gifre Renom, Ricardo Martínez, Ricard Vilalta, Dimitrios Klonidis, Paolo Monti, Daniel King, Adrian Farrel:
P5: Event-driven Policy Framework for P4-based Traffic Engineering. HPSR 2023: 1-3 - [c42]Ehsan Etezadi, Carlos Natalino, Renzo Diaz, Anders X. Lindgren, Stefan Melin, Lena Wosinska, Paolo Monti, Marija Furdek:
Proactive Spectrum Defragmentation Leveraging Spectrum Occupancy State Information. ICTON 2023: 1-4 - [c41]Federico Tonini, Carlos Natalino, Lena Wosinska, Paolo Monti:
Demonstrating the Benefits of Service-Aware Pod Autoscaling with Shared Resources. NetSoft 2023: 305-307 - [c40]Filippo Cugini, Carlos Natalino, Davide Scano, Francesco Paolucci, Paolo Monti:
P4-based Telemetry Processing for Fast Soft Failure Recovery in Packet-Optical Networks. OFC 2023: 1-3 - [c39]Carlos Natalino, Lluis Gifre, Raul Muñoz, Ricard Vilalta, Marija Furdek, Paolo Monti:
Scalable and Efficient Pipeline for ML-based Optical Network Monitoring. OFC 2023: 1-3 - [c38]Carlos Natalino, Nasser Mohammadiha, Ashkan Panahi:
Machine-Learning-as-a-Service for Optical Network Automation. OFC 2023: 1-3 - [c37]Guilherme S. Ramalho, Keiko Verônica Ono Fonseca, Daniel F. Pigatto, Carlos Natalino, Paolo Monti, Gustavo B. Figueiredo, Juliana de Santi:
Cascading-failure-aware Disaster Recovery in Optical Cloud Networks. ONDM 2023: 1-3 - [c36]Yiran Teng, Ruizhi Yang, Carlos Natalino, Sen Shen, Paolo Monti, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou:
DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres. PSC 2023: 1-3 - 2022
- [j15]Ehsan Etezadi, Carlos Natalino, Renzo Diaz, Anders X. Lindgren, Stefan Melin, Lena Wosinska, Paolo Monti, Marija Furdek:
Deep reinforcement learning for proactive spectrum defragmentation in elastic optical networks. JOCN 15(10): E86-E96 (2022) - [j14]Carlos Natalino, Marco Schiano, Andrea Di Giglio, Marija Furdek:
Root Cause Analysis for Autonomous Optical Network Security Management. IEEE Trans. Netw. Serv. Manag. 19(3): 2702-2713 (2022) - [c35]Ehsan Etezadi, Carlos Natalino, Renzo Diaz, Anders X. Lindgren, Stefan Melin, Lena Wosinska, Paolo Monti, Marija Furdek:
DeepDefrag: A deep reinforcement learning framework for spectrum defragmentation. GLOBECOM 2022: 3694-3699 - [c34]Lluis Gifre, Carlos Natalino, Sergio Gonzalez-Diaz, Fotis Soldatos, Samier Barguil, Christos Aslanoglou, Francisco-Javier Moreno-Muro, Andy N. Quispe Cornelio, Luis Cepeda, Ricardo Martínez, Carlos Manso, Vasileios Apostolopoulos, Sami Petteri Väliviita, Óscar González de Dios, Julia Rodriguez, Ramon Casellas, Paolo Monti, Giorgos P. Katsikas, Raul Muñoz, Ricard Vilalta:
Demonstration of Zero-touch Device and L3-VPN Service Management using the TeraFlow Cloud-native SDN Controller. OFC 2022: 1-3 - [c33]Carlos Natalino, Carlos Manso, Lluis Gifre, Raul Muñoz, Ricard Vilalta, Marija Furdek, Paolo Monti:
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks. OFC 2022: 1-3 - [d2]Carlos Natalino, Aleksejs Udalcovs, Lena Wosinska, Oskars Ozolins, Marija Furdek:
Constellation diagrams for spectrum anomaly detection in optical networks. IEEE DataPort, 2022
- 2021
- [j13]Igor Meireles de Araújo, Carlos Natalino, Diego Lisboa Cardoso:
A GPU-assisted NFV framework for intrusion detection system. Comput. Commun. 169: 92-98 (2021) - [j12]Carlos Natalino, Aleksejs Udalcovs, Lena Wosinska, Oskars Ozolins, Marija Furdek:
Spectrum Anomaly Detection for Optical Network Monitoring Using Deep Unsupervised Learning. IEEE Commun. Lett. 25(5): 1583-1586 (2021) - [j11]Marija Furdek, Carlos Natalino, Andrea Di Giglio, Marco Schiano:
Optical network security management: requirements, architecture, and efficient machine learning models for detection of evolving threats [Invited]. JOCN 13(2): A144-A155 (2021) - [j10]Yuchuan Fan, Aleksejs Udalcovs, Xiaodan Pang, Carlos Natalino, Marija Furdek, Sergei Popov, Oskars Ozolins:
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation. JOCN 13(4): B12-B20 (2021) - [j9]Yuchuan Fan, Aleksejs Udalcovs, Carlos Natalino, Xiaodan Pang, Richard Schatz, Marija Furdek, Sergei Popov, Oskars Ozolins:
Experimental validation of CNNs versus FFNNs for time- and energy-efficient EVM estimation in coherent optical systems. JOCN 13(10): E63-E71 (2021) - [c32]Yuchuan Fan, Xiaodan Pang, Aleksejs Udalcovs, Carlos Natalino, Richard Schatz, Marija Furdek, Sergei Popov, Oskars Ozolins:
Laser Linewidth Tolerant EVM Estimation Approach for Intelligent Signal Quality Monitoring Relying on Feedforward Neural Networks. ECOC 2021: 1-4 - [c31]Carlos Natalino, Carlos Manso, Ricard Vilalta, Paolo Monti, Raul Muñoz, Marija Furdek:
Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers. ECOC 2021: 1-4 - [c30]Carlos Natalino, Ahmad Rostami, Paolo Monti:
Storage Protection with Connectivity and Processing Restoration for Survivable Cloud Services. ICCCN 2021: 1-9 - [c29]Carlos Natalino, Andrea Di Giglio, Marco Schiano, Marija Furdek:
Autonomous Security Management in Optical Networks. OFC 2021: 1-3 - 2020
- [j8]Carlos Natalino, Amaro de Sousa, Lena Wosinska, Marija Furdek:
Content placement in 5G-enabled edge/core data center networks resilient to link cut attacks. Networks 75(4): 392-404 (2020) - [c28]Igor Meireles de Araújo, Carlos Natalino, Hao Chen, Marilet De Andrade, Diego Lisboa Cardoso, Paolo Monti:
Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups. DRCN 2020: 1-6 - [c27]Carlos Natalino, Andrea Di Giglio, Marco Schiano, Marija Furdek:
Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case. ECOC 2020: 1-4 - [c26]Carlos Natalino, Paolo Monti:
The Optical RL-Gym: An open-source toolkit for applying reinforcement learning in optical networks. ICTON 2020: 1-5 - [c25]Marija Furdek, Carlos Natalino:
Machine Learning for Optical Network Security Management. OFC 2020: 1-3 - [c24]Federico Tonini, Carlos Natalino, Marija Furdek, Carla Raffaelli, Paolo Monti:
Network Slicing Automation: Challenges and Benefits. ONDM 2020: 1-6 - [p2]Carlos Natalino, Sasko Ristov, Lena Wosinska, Marija Furdek:
Functional Metrics to Evaluate Network Vulnerability to Disasters. Guide to Disaster-Resilient Communication Networks 2020: 47-62 - [p1]Amaro de Sousa, Dorabella Santos, Carlos Natalino, Lena Wosinska, Carmen Mas Machuca, Marija Furdek:
Structural Methods to Improve the Robustness of Anycast Communications to Large-Scale Failures. Guide to Disaster-Resilient Communication Networks 2020: 401-425 - [d1]Yuchuan Fan, Aleksejs Udalcovs, Xiaodan Pang, Carlos Natalino, Marija Furdek, Sergei Popov, Oskars Ozolins:
2020_JOCN_Constellation_Dataset. IEEE DataPort, 2020
2010 – 2019
- 2019
- [j7]Carlos Natalino, Filip Idzikowski, Luca Chiaraviglio, Lena Wosinska, Paolo Monti:
Energy- and fatigue-aware RWA in optical backbone networks. Opt. Switch. Netw. 31: 193-201 (2019) - [j6]Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek:
Infrastructure upgrade framework for Content Delivery Networks robust to targeted attacks. Opt. Switch. Netw. 31: 202-210 (2019) - [j5]Luca Chiaraviglio, Lavinia Amorosi, Nicola Blefari-Melazzi, Paolo Dell'Olmo, Antonio Lo Mastro, Carlos Natalino, Paolo Monti:
Minimum Cost Design of Cellular Networks in Rural Areas With UAVs, Optical Rings, Solar Panels, and Batteries. IEEE Trans. Green Commun. Netw. 3(4): 901-918 (2019) - [c23]Marija Furdek, Carlos Natalino:
Enhancing Optical Network Security with Machine Learning. ICTON 2019: 1 - [c22]Jing Zhu, Marija Furdek, Carlos Natalino, Lena Wosinska, Zuqing Zhu:
How to Survive Targeted Fiber Cuts: A Game Theoretic Approach for Resilient SDON Control Plane Design. ONDM 2019: 168-180 - [c21]Marija Furdek, Vincent W. S. Chan, Carlos Natalino, Lena Wosinska:
Network-Wide Localization of Optical-Layer Attacks. ONDM 2019: 310-322 - [c20]Muhammad Rehan Raza, Carlos Natalino, Lena Wosinska, Paolo Monti:
Machine Learning Methods for Slice Admission in 5G Networks. OECC/PSC 2019: 1-3 - 2018
- [j4]Carlos Natalino, Luca Chiaraviglio, Filip Idzikowski, Lena Wosinska, Paolo Monti:
Joint Optimization of Failure Management Costs, Electricity Costs, and Operator Revenue in Optical Core Networks. IEEE Trans. Green Commun. Netw. 2(1): 291-304 (2018) - [c19]Carlos Natalino, Marco Schiano, Andrea Di Giglio, Lena Wosinska, Marija Furdek:
Field Demonstration of Machine-Learning-Aided Detection and Identification of Jamming Attacks in Optical Networks. ECOC 2018: 1-3 - [c18]Muhammad Rehan Raza, Carlos Natalino, Peter Ohlen, Lena Wosinska, Paolo Monti:
A Slice Admission Policy Based on Reinforcement Learning for a 5G Flexible RAN. ECOC 2018: 1-3 - [c17]Muhammad Rehan Raza, Carlos Natalino, A. Vidal, Mateus A. S. Santos, Peter Ohlen, Lena Wosinska, Paolo Monti:
Demonstration of Resource Orchestration Using Big Data Analytics for Dynamic Slicing in 5G Networks. ECOC 2018: 1-3 - [c16]Igor Meireles de Araújo, Carlos Natalino, Ádamo L. de Santana, Diego Lisboa Cardoso:
Accelerating VNF-based Deep Packet Inspection with the use of GPUs. ICTON 2018: 1-4 - [c15]Luca Chiaraviglio, Lavinia Amorosi, Nicola Blefari-Melazzi, Paolo Dell'Olmo, Carlos Natalino, Paolo Monti:
Optimal Design of 5G Networks in Rural Zones with UAVs, Optical Rings, Solar Panels and Batteries. ICTON 2018: 1-4 - [c14]Carlos Natalino, Frederico Coelho, Gustavo Lacerda, Antônio P. Braga, Lena Wosinska, Paolo Monti:
A Proactive Restoration Strategy for Optical Cloud Networks Based on Failure Predictions. ICTON 2018: 1-5 - [c13]Róza Goscien, Carlos Natalino, Lena Wosinska, Marija Furdek:
Impact of high-power jamming attacks on SDM networks. ONDM 2018: 77-81 - [c12]Jing Zhu, Carlos Natalino, Lena Wosinska, Marija Furdek, Zuqing Zhu:
Control plane robustness in software-defined optical networks under targeted fiber cuts. ONDM 2018: 118-123 - [c11]Ognjen Dobrijevic, Carlos Natalino, Marija Furdek, Haris Hodzic, Matija Dzanko, Lena Wosinska:
Another Price to Pay: An Availability Analysis for SDN Virtualization with Network Hypervisors. RNDM 2018: 1-7 - [c10]Carlos Natalino, Amaro de Sousa, Lena Wosinska, Marija Furdek:
On the Trade-offs between User-to-Replica Distance and CDN Robustness to Link Cut Attacks. RNDM 2018: 1-7 - 2017
- [c9]Jun Li, Carlos Natalino, Dung Pham Van, Lena Wosinska, Jiajia Chen:
Resource Management in Fog-Enhanced Radio Access Network to Support Real-Time Vehicular Services. ICFEC 2017: 68-74 - [c8]Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek:
Assessing the effects of physical layer attacks on content accessibility and latency in optical CDNs. ICTON 2017: 1 - [c7]Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek:
Content accessibility in optical cloud networks under targeted link cuts. ONDM 2017: 1-6 - [c6]Carlos Natalino, Filip Idzikowski, Luca Chiaraviglio, Lena Wosinska, Paolo Monti:
EFAH: An energy and fatigue aware heuristic for provisioning highly available connections in optical backbone networks. RNDM 2017: 1-6 - [c5]Carlos Natalino, Aysegül Yayimli, Lena Wosinska, Marija Furdek:
Link addition framework for optical CDNs robust to targeted link cut attacks. RNDM 2017: 1-7 - 2016
- [j3]Carlos Natalino da Silva, Lena Wosinska, Salvatore Spadaro, João C. W. A. Costa, Carlos R. L. Francês, Paolo Monti:
Restoration in Optical Cloud Networks With Relocation and Services Differentiation. JOCN 8(2): 100-111 (2016) - [j2]Carlos Natalino, Luca Chiaraviglio, Filip Idzikowski, Carlos Renato Francês, Lena Wosinska, Paolo Monti:
Optimal Lifetime-Aware Operation of Green Optical Backbone Networks. IEEE J. Sel. Areas Commun. 34(12): 3915-3926 (2016) - [c4]Carlos Natalino, Luca Chiaraviglio, Filip Idzikowski, Paolo Monti, Marco Listanti, Carlos Renato Francês, Lena Wosinska:
Lifetime-aware provisioning in green optical backbone networks. OFC 2016: 1-3 - 2015
- [c3]Carlos Natalino, Paolo Monti, Luis Franca, Marija Furdek, Lena Wosinska, Carlos Renato Francês, Joao W. Costa:
Dimensioning optical clouds with shared-path shared-computing (SPSC) protection. HPSR 2015: 82-87 - 2014
- [c2]Paolo Monti, Carlos Natalino, Jawwad Ahmed, Lena Wosinska, Renato Francês:
Restoring optical cloud services using relocation. ICTON 2014: 1 - 2013
- [j1]José Jailton Jr., Tássio Carvalho, Warley Valente, Carlos Natalino, Renato Francês, Kelvin Lopes Dias:
A quality of experience handover architecture for heterogeneous mobile wireless multimedia networks. IEEE Commun. Mag. 51(6) (2013) - 2012
- [c1]Allan B. Costa, Nelson M. Pereira Santos, Allan dos S. Braga, Ramz. L. Fraiha Lopes, Carlos P. Alves da Silva, Carlos Natalino da Silva, Victor de A. Machado, Gervásio P. dos Santos Cavalcante, Jasmine Priscyla Leite De Araújo, Carlos Renato Lisboa Francês:
The Femtocell as Return Channel: A Proposal for Brazilian Amazon Region Interactive Digital TV. NGMAST 2012: 175-180
Coauthor Index
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