Paolo Monti

Enhetschef vid Kommunikation, Antenner och Optiska Nätverk

Paolo Monti är biträdande professor och chef för enheten Optiska nätverk vid avdelningen för Kommunikation, antenner och optiska nätverk.

Källa: chalmers.se
Image of Paolo Monti

Visar 64 publikationer

2024

AI/ML-as-a-Service for optical network automation: use cases and challenges [Invited]

Carlos Natalino Da Silva, Ashkan Panahi, Nasser Mohammadiha et al
Journal of Optical Communications and Networking. Vol. 16 (2), p. A169-A179
Artikel i vetenskaplig tidskrift
2024

Towards Explainable Reinforcement Learning in Optical Networks: The RMSA Use Case

Omran Ayoub, Carlos Natalino Da Silva, Paolo Monti
Conference on Optical Fiber Communication, Technical Digest Series
Paper i proceeding
2024

Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks

Carlos Natalino Da Silva, Behnam Shariati, Pooyan Safari et al
Conference on Optical Fiber Communication, Technical Digest Series
Paper i proceeding
2024

TAPI-based Telemetry Streaming in Multi-Domain Optical Transport Network

Vignesh Karunakaran, Carlos Natalino Da Silva, Behnam Shariati et al
Optical Fiber Communications Conference and Exhibition (OFC) 2024
Paper i proceeding
2023

Demonstrating the Benefits of Service-Aware Pod Autoscaling with Shared Resources

Federico Tonini, Carlos Natalino Da Silva, Lena Wosinska et al
2023 IEEE 9th International Conference on Network Softwarization: Boosting Future Networks through Advanced Softwarization, NetSoft 2023 - Proceedings, p. 305-307
Paper i proceeding
2023

Techno-economics of 5G transport deployments

Maryam Lashgari, Federico Tonini, Massimiliano Capacchione et al
Proceedings of SPIE - The International Society for Optical Engineering. Vol. 12429
Paper i proceeding
2023

Cascading-failure-Aware Disaster Recovery in Optical Cloud Networks

Guilherme S. Ramalho, Keiko O. Fonseca, Daniel F. Pigatto et al
Proceedings of the 2023 International Conference on Optical Network Design and Modeling, ONDM 2023
Paper i proceeding
2023

Machine-Learning-as-a-Service for Optical Networks: Use Cases and Benefits

Carlos Natalino Da Silva, Nasser Mohammadiha, Ashkan Panahi et al
Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023
Övrigt konferensbidrag
2023

P5: Event-driven Policy Framework for P4-based Traffic Engineering

Panagiotis Famelis, Georgios P. Katsikas, Vasilios Katopodis et al
Proceedings of the 24th International Conference on High Performance Switching and Routing
Paper i proceeding
2023

Detection of abnormal activities on a SM or MM fiber

Stefan Karlsson, Mikael Andersson, Rui Lin et al
2023 Optical Fiber Communications Conference and Exhibition, OFC 2023 - Proceedings
Paper i proceeding
2023

A Service-Aware Autoscaling Strategy for Container Orchestration Platforms with Soft Resource Isolation

Federico Tonini, Carlos Natalino Da Silva, Dagnachew A. Temesgene et al
2023 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT, EUCNC/6G SUMMIT, p. 454-459
Paper i proceeding
2023

P4-based Telemetry Processing for Fast Soft Failure Recovery in Packet-Optical Networks

Filippo Cugini, Carlos Natalino Da Silva, Davide Scano et al
Optical Fiber Communication Conference and Exhibition
Paper i proceeding
2023

Scalable and Efficient Pipeline for ML-based Optical Network Monitoring

Carlos Natalino Da Silva, Lluis Gifre, Raul Munoz et al
2023 Optical Fiber Communications Conference and Exhibition, OFC 2023 - Proceedings
Paper i proceeding
2023

Techno-economics of Fiber vs. Microwave for Mobile Transport Network Deployments [Invited]

Maryam Lashgari, Federico Tonini, Massimiliano Capacchione et al
Journal of Optical Communications and Networking. Vol. 15 (7), p. C74-C87
Artikel i vetenskaplig tidskrift
2023

Cluster-Based Method for Eavesdropping Identification and Localization in Optical Links

Haokun Song, Rui Lin, Andrea Sgambelluri et al
Asia Communications and Photonics Conference, ACP
Paper i proceeding
2023

Machine-learning-based method for fiber-bending eavesdropping detection

Haokun Song, Rui Lin, Yajie LI et al
Optics Letters. Vol. 48 (12), p. 3183-3186
Artikel i vetenskaplig tidskrift
2023

Deep reinforcement learning for proactive spectrum defragmentation in elastic optical networks [Invited]

Ehsan Etezadi, Carlos Natalino Da Silva, Renzo Diaz et al
Journal of Optical Communications and Networking. Vol. 15 (10), p. E86-E96
Artikel i vetenskaplig tidskrift
2023

DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres

Yiran Teng, Ruizhi Yang, Carlos Natalino Da Silva et al
Proceedings of the 2023 Photonics in Switching and Computing
Paper i proceeding
2023

Benefits of Pod dimensioning with best-effort resources in bare metal cloud native deployments

Federico Tonini, Carlos Natalino Da Silva, Dagnachew Temesgene et al
IEEE Networking Letters
Artikel i vetenskaplig tidskrift
2023

A Flexible and Scalable ML-Based Diagnosis Module for Optical Networks: A Security Use Case

Carlos Natalino Da Silva, Lluis Gifre, Francisco-Javier Moreno-Muro et al
Journal of Optical Communications and Networking. Vol. 15 (8), p. C155-C165
Artikel i vetenskaplig tidskrift
2023

Eavesdropping Detection and Localization in WDM Optical System

Haokun Song, Rui Lin, Lena Wosinska et al
Proceedings - 2022 IEEE Future Networks World Forum, FNWF 2022
Paper i proceeding
2023

Demonstration of DRL-based intelligent spectrum management over a T-API-enabled optical network digital twin

Ehsan Etezadi, Carlos Natalino Da Silva, Vignesh Karunakaran et al
European Conference on Optical Communication, ECOC
Paper i proceeding
2023

Proactive Spectrum Defragmentation Leveraging Spectrum Occupancy State Information

Ehsan Etezadi, Carlos Natalino Da Silva, Renzo Diaz et al
International Conference on Transparent Optical Networks. Vol. 2023-July
Paper i proceeding
2022

Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks

Carlos Natalino Da Silva, Carlos Manso, Lluis Gifre et al
2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings
Paper i proceeding
2022

INGR Roadmap

Dan Kilper, Thas A. Nirmalathas, Tom Hausken et al
Proceedings - 2022 IEEE Future Networks World Forum, FNWF 2022
Paper i proceeding
2022

Demonstration of Zero-touch Device and L3-VPN Service Management using the TeraFlow Cloud-native SDN Controller

Ll Gitre, Carlos Natalino Da Silva, Sergio Gonzalez-Diaz et al
2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings
Paper i proceeding
2022

Eavesdropping G.652 vs. G.657 fibres: a performance comparison

Stefan Kalsson, Rui Lin, Lena Wosinska et al
2022 International Conference on Optical Network Design and Modeling, ONDM 2022
Paper i proceeding
2022

ANIARA Project - Automation of Network Edge Infrastructure and Applications with Artificial Intelligence

Wolfgang John, Ali Balador, Jalil Taghia et al
Ada User Journal. Vol. 42 (2), p. 92-95
Artikel i vetenskaplig tidskrift
2022

Fiber- vs. Microwave-based 5G Transport: a Total Cost of Ownership Analysis

Maryam Lashgari, Federico Tonini, Massimiliano Capacchione et al
European Conference on Optical Communication, ECOC
Paper i proceeding
2022

Reliable Slicing in Optical Metro Networks with Reconfigurable Backup Resources

Carla Raffaelli, Elisabetta Amato, Paolo Monti et al
2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing, CSNDSP 2022, p. 863-866
Paper i proceeding
2022

DeepDefrag: A deep reinforcement learning framework for spectrum defragmentation

Ehsan Etezadi, Carlos Natalino Da Silva, Renzo Diaz et al
2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings, p. 3694-3699
Paper i proceeding
2022

Virtual Networking for Lowering Cost of Ownership

Fatma Marzouk, Maryam Lashgari, João Paulo Barraca et al
Enabling 6G Mobile Networks, p. 331-369
Kapitel i bok
2022

Introduction to the ONDM 2021 special issue

Marija Furdek Prekratic, Paolo Monti, Carmen Mas Machuca et al
Journal of Optical Communications and Networking. Vol. 14 (5), p. ONDM1-ONDM2
Övrig text i vetenskaplig tidskrift
2021

Optimal QoS-Aware Allocation of Virtual Network Resources to Mixed Mobile-Optical Network Slices

Mohammad Hossein Keshavarz, Mohammad Hadi, Maryam Lashgari et al
Proceedings - IEEE Global Communications Conference, GLOBECOM
Paper i proceeding
2021

Evolving 5G: ANIARA, an edge-cloud perspective

Ian Marsh, Nicolae Paladi, Henrik Abrahamsson et al
Proceedings of the 18th ACM International Conference on Computing Frontiers 2021, CF 2021, p. 206-207
Paper i proceeding
2021

A Resource Sharing Method for Reliable Slice as a Service Provisioning in 5G Metro Networks

Elisabetta Amato, Federico Tonini, Carla Raffaelli et al
2021 25th Conference On Optical Network Design And Modelling, ONDM 2021, p. 1-3
Paper i proceeding
2021

End-to-End Provisioning of Latency and Availability Constrained 5G Services

Maryam Lashgari, Lena Wosinska, Paolo Monti
IEEE Communications Letters. Vol. 25 (6), p. 1857-1861
Artikel i vetenskaplig tidskrift
2021

Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers

Carlos Natalino Da Silva, Carlos Manso, Ricard Vilalta et al
European Conference on Optical Communication, ECOC. Vol. 2021
Paper i proceeding
2021

Design and control of highly spectrally efficient photonic networks enabled by fiber-granular routing on overlaid ring-shaped topologies

Ryuta Shiraki, Yojiro Mori, Hiroshi Hasegawa et al
Journal of Optical Communications and Networking. Vol. 13 (11), p. 233-243
Artikel i vetenskaplig tidskrift
2021

Storage Protection with Connectivity and Processing Restoration for Survivable Cloud Services

Carlos Natalino Da Silva, Ahmad Rostami, Paolo Monti
Proceedings - International Conference on Computer Communications and Networks, ICCCN
Paper i proceeding
2021

TeraFlow: Secured autonomic traffic management for a tera of SDN flows

Ricard Vilalta, Raul Munoz, Ramon Casellas et al
2021 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2021, p. 377-382
Paper i proceeding
2021

Rethinking of Optical Transport Network Design for 5G/6G Mobile Communication

Chathurika Ranaweera, Ampalavanapillai Nirmalathas, Elaine Wong et al
IEEE Future Networks Tech Focus (12)
Artikel i vetenskaplig tidskrift
2021

Network automation: challenges, enablers, and benefits

Paolo Monti, Carlos Natalino Da Silva
Övrigt konferensbidrag
2020

Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups

Igor M. Araújo, Carlos Natalino Da Silva, Hao Chen et al
2020 16th International Conference on the Design of Reliable Communication Networks, DRCN 2020
Paper i proceeding
2020

Forecasting power load curves from spatial and temporal mobile data

Frederico Coelho, Murilo Menezes, Lourenço Ribeiro et al
World Review of Science, Technology and Sustainable Development. Vol. 16 (1), p. 4-21
Artikel i vetenskaplig tidskrift
2020

The Optical RL-Gym: an open-source toolkit for applying reinforcement learning in optical networks

Carlos Natalino Da Silva, Paolo Monti
International Conference on Transparent Optical Networks. Vol. 2020-July
Paper i proceeding
2020

Total Cost of Ownership of Digital vs. Analog Radio-Over-Fiber Architectures for 5G Fronthauling

Aleksejs Udalcovs, Marco Levantesi, P. J. Urban et al
IEEE Access. Vol. 8, p. 223562-223573
Artikel i vetenskaplig tidskrift
2020

Flexible RAN: Combining Dynamic Baseband Split Selection and Reconfigurable Optical Transport to Optimize RAN Performance

Yajie Li, Jonas Martensson, Bjorn Skubic et al
IEEE Network. Vol. 34 (4), p. 180-187
Artikel i vetenskaplig tidskrift
2020

Network Slicing Automation: Challenges and Benefits

Federico Tonini, Carlos Natalino Da Silva, Marija Furdek Prekratic et al
2020 24th International Conference on Optical Network Design and Modeling, ONDM 2020
Paper i proceeding
2020

Network Slicing

Carla Raffaelli, Paolo Monti, Federico Tonini
Network Programmability: a (r)evolutionary approach
Kapitel i bok
2020

Highly spectrally efficient metro networks that adopt fiber-level granular routing on overlaid line-/ring-shaped virtual topologies

Ryuta Shiraki, Yojiro Mori, Hiroshi Hasegawa et al
Proceedings of SPIE - The International Society for Optical Engineering. Vol. 11308
Paper i proceeding
2020

A Heuristic Approach for the Design of UAV-Based Disaster Relief in Optical Metro Networks

Evelin Cardoso, Carlos Natalino Da Silva, Rodrigo Alfaia et al
International Conference on Transparent Optical Networks. Vol. 2020-July, p. 1-5
Paper i proceeding
2019

Optical Transport Network Design for 5G Fixed Wireless Access

Chathurika Ranaweera, Paolo Monti, Bjorn Skubic et al
Journal of Lightwave Technology. Vol. 37 (16), p. 3893-3901
Artikel i vetenskaplig tidskrift
2019

Routing and wavelength assignment vs. EDFA reliability performance in optical backbone networks: An operational cost perspective

Pawel Wiatr, Jiajia Chen, Paolo Monti et al
Optical Switching and Networking. Vol. 31, p. 211-217
Artikel i vetenskaplig tidskrift
2019

Reinforcement Learning for Slicing in a 5G Flexible RAN

Muhammad Rehan Raza, Carlos Natalino Da Silva, Peter Öhlen et al
Journal of Lightwave Technology. Vol. 37 (20), p. 5161-5169
Artikel i vetenskaplig tidskrift
2019

A Shared-Path Shared-Compute Planning Strategy for a Resilient Hybrid C-RAN

Maryam Lashgari, Lena Wosinska, Paolo Monti
International Conference on Transparent Optical Networks. Vol. 2019-July
Paper i proceeding
2019

Minimum Cost Design of Cellular Networks in Rural Areas with UAVs, Optical Rings, Solar Panels and Batteries

Luca Chiaraviglio, Lavinia Amorosi, Nicola Blefari-Melazzi et al
IEEE Transactions on Green Communications and Networking
Artikel i vetenskaplig tidskrift
2019

Cost Benefits of Centralizing Service Processing in 5G Network Infrastructures

Maryam Lashgari, Carlos Natalino Da Silva, Luis M. Contreras et al
Optics InfoBase Conference Papers (F138-ACPC 2019)
Paper i proceeding
2019

Techno-economic and business feasibility analysis of 5G transport networks

Forough Yaghoubi, Mozhgan Mahloo, Lena Wosinska et al
Optical and Wireless Convergence for 5G Networks, p. 273-295
Kapitel i bok
2019

Energy- and fatigue-aware RWA in optical backbone networks

Carlos Natalino Da Silva, Filip Idzikowski, Luca Chiaraviglio et al
Optical Switching and Networking. Vol. 31, p. 193-201
Artikel i vetenskaplig tidskrift
2019

Cost-Optimal Deployment of a C-RAN with Hybrid Fiber/FSO Fronthaul

Federico Tonini, Carla Raffaelli, Lena Wosinska et al
Journal of Optical Communications and Networking. Vol. 11 (7), p. 397-408
Artikel i vetenskaplig tidskrift
2019

Machine Learning Methods for Slice Admission in 5G Networks

Muhammad Rehan Raza, Carlos Natalino Da Silva, Lena Wosinska et al
OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019
Paper i proceeding
2019

A Slice Admission Policy Based on Big Data Analytics for Multi-Tenant 5G Networks

Muhammad Rehan Raza, Ahmad Rostami, Lena Wosinska et al
Journal of Lightwave Technology. Vol. 37 (7), p. 1690 -1697
Artikel i vetenskaplig tidskrift
2016

Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks

Carlos Natalino Da Silva, Carlos Manso, Lluis Gifre et al
Optics InfoBase Conference Papers. Vol. 2016
Paper i proceeding

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Visar 10 forskningsprojekt

2024–2027

EMPOWER konvergerade optiska trådlösa konfigurationer med cellfri teknik för 6G-nätverk med hög densitet (EMPOWER - 6G)

Lena Wosinska Optiska nätverk
Paolo Monti Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
Maria Curie-Sklodowska University

2024–2027

"Efficient Confluent Edge Networks (ECO-eNET)," EU HORIZON-projekt

Lena Wosinska Optiska nätverk
Paolo Monti Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
Europeiska kommissionen (EU)

2023–2026

Fotoniskt-Assisterad Hårdvara för Reservoarberäkning (HJÄRNA)

Paolo Monti Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
Vetenskapsrådet (VR)

1 publikation finns
2023–2025

Nationell Quantum Communication Infrastructure Sweden

Rui Lin Optiska nätverk
Paolo Monti Optiska nätverk
Chao Lei Optiska nätverk
Wallenberg Centre for Quantum Technology (WACQT)
VINNOVA
Europeiska kommissionen (EU)

2021–2024

Providing Resilient & secure networks [Operating on Trusted Equipment] to CriTical infrastructures (PROTECT)

Paolo Monti Optiska nätverk
Ehsan Etezadi Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
Marija Furdek Prekratic Optiska nätverk
Rui Lin Optiska nätverk
Lena Wosinska Optiska nätverk
Leyla Sadighi Optiska nätverk
VINNOVA

24 publikationer finns
2021–2023

Secured autonomic traffic management for a Tera of SDN flows (TeraFlow)

Carlos Natalino Da Silva Optiska nätverk
Marija Furdek Prekratic Optiska nätverk
Paolo Monti Optiska nätverk
Europeiska kommissionen (EU)

11 publikationer finns
2020–2023

Automation of Network edge Infrastructure & Applications with aRtificiAl intelligence, ANIARA

Paolo Monti Optiska nätverk
Federico Tonini Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
Lena Wosinska Optiska nätverk
VINNOVA

8 publikationer finns
2020–2023

Photonics Platform to Transform Mobile Fronthaul Infrastructure

Lena Wosinska Optiska nätverk
Marija Furdek Prekratic Optiska nätverk
Paolo Monti Optiska nätverk
Australian Research Council (ARC)

1 publikation finns
2019–2023

Smarta stadskoncepter i Curitiba - lågkolhalt transport och rörlighet i det digitala samhället

Paolo Monti Optiska nätverk
Lena Wosinska Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
VINNOVA

8 publikationer finns
2017–2022

5G System Technological Enhancements Provided by Fiber Wireless Deployments

Paolo Monti Optiska nätverk
Lena Wosinska Optiska nätverk
Maryam Lashgari Optiska nätverk
Lei Xue Optiska nätverk
Jiajia Chen Optiska nätverk
Europeiska kommissionen (EU)

13 publikationer finns
Det kan finnas fler projekt där Paolo Monti medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.