Luca Valcarenghi - Publications, H-index & Citations

Luca Valcarenghi

Scuola Superiore Sant'Anna

27H指数

370论文数

3.6K被引数

收录论文 52

发表时间

Explainable Root Cause Analysis for Unsupervised Soft Failure Detection in Optical Networks 用于光网络无监督软故障检测的可解释根本原因分析

IEEE Open Journal of the Communications Society

IF6.1

2026-06-18

OAAI

Yuxiao Wang; Emilio Paolini; Azarm Yeganehfallah; Andrea Sgambelluri; Sourav Mondal; Ye Pu; Luca Valcarenghi; Elaine Wong

Lightweight Adaptation of Foundation Models for Optical Network Failure Management 轻量化基础模型在光网络故障管理中的应用

IEEE Open Journal of the Communications Society

IF6.1

2026-03-11

OAAI

Emilio Paolini; Luca Valcarenghi

Reducing the Energy Footprint of 5G: A gNB on MPSoC With Low-Power FFT Acceleration 降低5G能耗：基于MPSoC的低功耗FFT加速gNB

IEEE Open Journal of the Communications Society

IF6.1

2026-02-20

OAAI

Abdelghani Bourenane; Emilio Paolini; Nicola Andriolli; Luca Valcarenghi

A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning 一种用于蜂窝车联网服务提供的边缘资源任务放置与扩展的深度强化学习方法

IEEE Transactions on Network and Service Management

IF5.4

2025-08-01

OAAI

Cyril Shih-Huan Hsu; Jorge Martín-Pérez; Danny De Vleeschauwer; Luca Valcarenghi; Xi Li; Chrysa Papagianni

GEN-DRIFT: Generative AI-driven drift handling for beyond 5G networks GEN-DRIFT：面向超5G网络的生成式AI驱动的漂移处理

COMPUTER NETWORKS

IF4.6

2025-05-01

PREAI

Gudepu, Venkateswarlu; Chirumamilla, Bhargav; Chintapalli, Venkatarami Reddy; Castoldi, Piero; Valcarenghi, Luca; Tamma, Bheemarjuna Reddy; Kondepu, Koteswararao

Shaping the future of optical networks by integrating SDN, telemetry, and AI [Invited]

JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING

IF4.3

2025-02-28

PREAI

Castoldi, Piero; Cugini, Filippo; Gharbaoui, Molka; Giorgetti, Alessio; Paolucci, Francesco; Ruscelli, Anna Lina; Sambo, Nicola; Sgambelluri, Andrea; Valcarenghi, Luca

Hybrid-Hierarchical Synchronization for Resilient Large-Scale SDN Architectures

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Pacini, Alessandro; Scano, Davide; Sgambelluri, Andrea; Valcarenghi, Luca; Giorgetti, Alessio

Scalable User-Centric Distributed Massive MIMO Systems With Restricted Processing Capacity

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-12-01

PREAI

Freitas, Marx M. M.; Souza, Daynara D.; Fernandes, Andre L. P.; da Costa, Daniel Benevides; Cavalcante, Andre Mendes; Valcarenghi, Luca; Costa, Joao C. Weyl Albuquerque

Introduction to the ONDM 2023 special issue

JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING

IF4.3

2024-04-12

PREAI

Gomes, Teresa; Larrabeiti-Lopez, David; Mas-Machuca, Carmen; Valcarenghi, Luca

Real-Time Network Packet Classification Exploiting Computer Vision Architectures

ieee open journal of the industrial electronics society

IF6.1

2024-01-01

OAAI

Paolini, Emilio; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola

Convolutional Neural Networks and Transformers-Based Techniques for Underwater Marine Debris Classification: A Comparative Study

IEEE JOURNAL OF OCEANIC ENGINEERING

IF5.3

2024-01-01

PREAI

Jalil, Bushra; Maggiani, Luca; Valcarenghi, Luca

Confidentiality-preserving machine learning algorithms for soft-failure detection in optical communication networks

JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING

IF4.3

2023-07-06

OAAI

Silva, Moises Felipe; Sgambelluri, Andrea; Pacini, Alessandro; Paolucci, Francesco; Green, Andre; Mascarenas, David; Valcarenghi, Luca

Real-Time Clustering Based on Deep Embeddings for Threat Detection in 6G Networks 基于深度嵌入的实时聚类在6g网络威胁检测中的应用

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Paolini, Emilio; Valcarenghi, Luca; Maggiani, Luca; Andriolli, Nicola

Peer-to-peer disaggregated telemetry for autonomic machine-learning-driven transceiver operation

JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING

IF4.3

2022-07-01

PREAI

Paolucci, Francesco; Sgambelluri, Andrea; Silva, Moises Felipe; Pacini, Alessandro; Castoldi, Piero; Valcarenghi, Luca; Cugini, Filippo

Managing Physical Distancing Through 5G and Accelerated Edge Cloud

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Valcarenghi, Luca; Pacini, Alessandro; Borromeo, Justine Cris; Fichera, Silvia; Gagliardi, Maria; Amram, Denise; Lionetti, Vincenzo

Dimensioning V2N Services in 5G Networks Through Forecast-Based Scaling

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Martin-Perez, Jorge; Kondepu, Koteswararao; De Vleeschauwer, Danny; Reddy, Venkatarami; Guimaraes, Carlos; Sgambelluri, Andrea; Valcarenghi, Luca; Papagianni, Chrysa; Bernardos, Carlos J.

Guaranteeing Slice Performance Isolation With SDN

IEEE COMMUNICATIONS LETTERS

IF4.4

2021-11-01

OAAI

Giorgetti, Alessio; Scano, Davide; Valcarenghi, Luca

End-to-End Intent-Based Networking

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2021-10-01

OAAI

Velasco, Luis; Signorelli, Marco; de Dios, Oscar Gonzalez; Papagianni, Chrysa; Bifulco, Roberto; Olmos, Juan Jose Vegas; Pryor, Simon; Carrozzo, Gino; Schulz-Zander, Julius; Bennis, Mehdi; Martinez, Ricardo; Cugini, Filippo; Salvadori, Claudio; Lefebvre, Vincent; Valcarenghi, Luca; Ruiz, Marc

Extending P4 in-band telemetry to user equipment for latency- and localization-aware autonomous networking with AI forecasting

JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING

IF4.3

2021-07-12

OAAI

Scano, Davide; Paolucci, Francesco; Kondepu, Koteswararao; Sgambelluri, Andrea; Valcarenghi, Luca; Cugini, Filippo

GUEST EDITORIAL: 5G FOR VERTICALS: FROM THEORY TO PRACTICE AND BEYOND

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2021-07-01

OAAI

Valcarenghi, Luca; Wey, Jun Shan; Contreras Murillo, Luis M.; Franklin, Antony

研究方向