Archivio Istituzionale della RicercaBIANCO, ANDREA
BIANCO, ANDREA
Dipartimento di Elettronica e Telecomunicazioni
002143
Enhancing Reliability of Lightpath QoT Estimation Models using Bias Mitigation Techniques
2025 Jammal, Hussein; Ayoub, Omran; Bianco, Andrea; Owayjan, Michel; Rottondi, Cristina
A “Big-Spine” Abstraction: Flow Prioritization With Spatial Diversity in The Data Center Network
2024 Cornacchia, Alessandro; Bianco, Andrea; Giaccone, Paolo; Sviridov, German
Introducing DUST: A Dataset of Real-Time UDP Sound Packet Traces
2024 Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina
Remote Orchestral Conduction via a Virtual Reality System
2024 Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina; Abbate, Gabriele; Paolillo, Antonio; Giusti, Alessandro
Synthetic Data Generation using Diffusion Models for ML-based Lightpath Quality of Transmission Estimation Under Extreme Data Scarcity
2024 Andreoletti, Davide; Rottondi, Cristina; Ayoub, Omran; Bianco, Andrea
FPGA-based Low-Latency Audio Coprocessor for Networked Music Performance
2023 Bert, Diego; Domini, Nicola; Peloso, Riccardo; Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina
Using SHAP Values to Validate Model’s Uncertain Decision for ML-based Lightpath Quality-of-Transmission Estimation
2023 Houssiany, Hadi; Ayoub, Omran; Rottondi, Cristina; Bianco, Andrea
Designing Probabilistic Flow Counting over Sliding Windows
2022 Cornacchia, Alessandro; Bianchi, Giuseppe; Bianco, Andrea; Giaccone, Paolo
On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation
2022 Ayoub, Omran; Bianco, Andrea; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Rottondi, Cristina
Quantifying Features’ Contribution for ML-based Quality-of-Transmission Estimation using Explainable AI
2022 Ayoub, Omran; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Bianco, Andrea; Rottondi, Cristina
Using Autoregressive Models for Real-Time Packet Loss Concealment in Networked Music Performance Applications
2022 Sacchetto, Matteo; Huang, Yuen; Bianco, Andrea; Rottondi, Cristina
A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks
2021 Andreoletti, Davide; Rottondi, CRISTINA EMMA MARGHERITA; Bianco, Andrea; Giordano, Silvia
A Traffic-Aware Perspective on Network Disaggregated Sketches
2021 Cornacchia, Alessandro; Sviridov, German; Giaccone, Paolo; Bianco, Andrea
Active vs Transfer Learning Approaches for QoT Estimation with Small Training Datasets
2020 Azzimonti, Dario; Rottondi, Cristina; Giusti, Alessandro; Tornatore, Massimo; Bianco, Andrea
Assessment of Domain Adaptation Approaches for QoT Estimation in Optical Networks
2020 Di Marino, Riccardo; Rottondi, Cristina; Giusti, Alessandro; Bianco, Andrea
Leveraging AI players for QoE estimation in cloud gaming
2020 Sviridov, German; Beliard, Cedric; Simon, Gwendal; Bianco, Andrea; Giaccone, Paolo; Rossi, Dario
Modulation Format, Core and Spectrum Assignment in a Multicore Optical Link with and without MIMO Receivers
2020 Rottondi, Cristina; Bosco, Gabriella; Carena, Andrea; Bianco, Andrea
Removing human players from the loop: AI-assisted assessment of Gaming QoE
2020 Sviridov, German; Beliard, Cedric; Bianco, Andrea; Giaccone, Paolo; Rossi, Dario
Low-complexity Flow Scheduling for Commodity Switches in Data Center Networks
2019 Sviridov, German; Bianco, Andrea; Giaccone, Paolo
Multiservice UAVs for Emergency Tasks in Post-Disaster Scenarios
2019 Malandrino, Francesco; Rottondi, CRISTINA EMMA MARGHERITA; Chiasserini, Carla Fabiana; Bianco, Andrea; Stavrakakis, Ioannis
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Enhancing Reliability of Lightpath QoT Estimation Models using Bias Mitigation Techniques / Jammal, Hussein; Ayoub, Omran; Bianco, Andrea; Owayjan, Michel; Rottondi, Cristina. - ELETTRONICO. - (2025), pp. 1-4. (Intervento presentato al convegno 25th Anniversary International Conference on Transparent Optical Networks (ICTON) tenutosi a Barcelona (Spa) nel 06-10 July 2025) [10.1109/icton67126.2025.11125252]. | 1-gen-2025 | Jammal, HusseinBianco, AndreaRottondi, Cristina + | ICTON_2025 (3).pdf; Enhancing_Reliability_of_Lightpath_QoT_Estimation_Models_using_Bias_Mitigation_Techniques.pdf |
| A “Big-Spine” Abstraction: Flow Prioritization With Spatial Diversity in The Data Center Network / Cornacchia, Alessandro; Bianco, Andrea; Giaccone, Paolo; Sviridov, German. - ELETTRONICO. - (2024). (Intervento presentato al convegno Data-Plane Programmability and Edge Network Acceleration in the AI era (NetAccel-AI 2024) tenutosi a Pisa (Italy) nel 22-24 July 2024) [10.1109/HPSR62440.2024.10635939]. | 1-gen-2024 | Alessandro CornacchiaAndrea BiancoPaolo GiacconeGerman Sviridov | main_cr.pdf; Giaccone-A-big.pdf |
| Introducing DUST: A Dataset of Real-Time UDP Sound Packet Traces / Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina. - (2024), pp. 1-4. (Intervento presentato al convegno 5th IEEE International Symposium on the Internet of Sounds, IS2 2024 tenutosi a Erlangen (DE) nel 30 September - 2 October 2024) [10.1109/is262782.2024.10704190]. | 1-gen-2024 | Severi, LeonardoSacchetto, MatteoBianco, AndreaRottondi, Cristina | Introducing_DUST_A_Dataset_of_Real-Time_UDP_Sound_Packet_Traces.pdf; Paper_Dataset___IS2_2024 (6).pdf |
| Remote Orchestral Conduction via a Virtual Reality System / Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina; Abbate, Gabriele; Paolillo, Antonio; Giusti, Alessandro. - (2024), pp. 1-6. ( 5th IEEE International Symposium on the Internet of Sounds, IS2 2024 Erlangen (DE) 30 September - 2 October 2024) [10.1109/is262782.2024.10704182]. | 1-gen-2024 | Severi, LeonardoSacchetto, MatteoBianco, AndreaRottondi, Cristina + | Remote_Orchestral_Conduction_via_a_Virtual_Reality_System.pdf; Paper_VR_Director___IS2_2024 (10).pdf |
| Synthetic Data Generation using Diffusion Models for ML-based Lightpath Quality of Transmission Estimation Under Extreme Data Scarcity / Andreoletti, Davide; Rottondi, Cristina; Ayoub, Omran; Bianco, Andrea. - (2024). ( 24th International Conference on Transparent Optical Networks, ICTON 2024 Bari (IT) 14-18 July 2024) [10.1109/icton62926.2024.10647643]. | 1-gen-2024 | Rottondi, CristinaBianco, Andrea + | Rottondi_071224.pdf; Data Augmentation Using Diffusion Models for Lightpath Quality-of-Transmission Estimation.docx.pdf |
| FPGA-based Low-Latency Audio Coprocessor for Networked Music Performance / Bert, Diego; Domini, Nicola; Peloso, Riccardo; Severi, Leonardo; Sacchetto, Matteo; Bianco, Andrea; Rottondi, Cristina. - ELETTRONICO. - (2023), pp. 1-8. ( 4th International Symposium on the Internet of Sounds Pisa (Italy October 26-27, 2023) [10.1109/IEEECONF59510.2023.10335333]. | 1-gen-2023 | Bert, DiegoDomini, NicolaPeloso, RiccardoSeveri, LeonardoSacchetto, MatteoBianco, AndreaRottondi, Cristina | conference_paper_FPGA (9).pdf; Rottondi-FPGA.pdf |
| Using SHAP Values to Validate Model’s Uncertain Decision for ML-based Lightpath Quality-of-Transmission Estimation / Houssiany, Hadi; Ayoub, Omran; Rottondi, Cristina; Bianco, Andrea. - ELETTRONICO. - (2023), pp. 1-5. (Intervento presentato al convegno 23rd International Conference on Transparent Optical Networks (ICTON) tenutosi a Bucharest, Romania nel 2-6 July 2023) [10.1109/ICTON59386.2023.10207178]. | 1-gen-2023 | Rottondi, CristinaBianco, Andrea + | ICTON_reference.docx (1).pdf; Using_SHAP_Values_to_Validate_Models_Uncertain_Decision_for_ML-based_Lightpath_Quality-of-Transmission_Estimation.pdf |
| Designing Probabilistic Flow Counting over Sliding Windows / Cornacchia, Alessandro; Bianchi, Giuseppe; Bianco, Andrea; Giaccone, Paolo. - ELETTRONICO. - (2022). ( IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks (PEMWN) Rome (Italy) 8-10 Nov. 2022) [10.23919/PEMWN56085.2022.9963868]. | 1-gen-2022 | Alessandro CornacchiaAndrea BiancoPaolo Giaccone + | camera-ready.pdf; Designing_Probabilistic_Flow_Counting_over_Sliding_Windows.pdf |
| On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation / Ayoub, Omran; Bianco, Andrea; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Rottondi, Cristina. - ELETTRONICO. - (2022), pp. 1-3. ( 2022 Optical Fiber Communications Conference and Exhibition (OFC) San Diego, California United States 6–10 March 2022) [10.1364/OFC.2022.M3F.5]. | 1-gen-2022 | Bianco, AndreaRottondi, Cristina + | OFC_2022 (4).pdf; OFC-2022-M3F.5.pdf |
| Quantifying Features’ Contribution for ML-based Quality-of-Transmission Estimation using Explainable AI / Ayoub, Omran; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Bianco, Andrea; Rottondi, Cristina. - ELETTRONICO. - (2022), pp. 1-4. ( European Conference on Optical Communication (ECOC) 2022 Basel, Switzerland 18–22 September 2022). | 1-gen-2022 | Andrea BiancoCristina Rottondi + | ECOC_XAI_QoT (3).pdf; Rottondi-Quantifying.pdf |
| Using Autoregressive Models for Real-Time Packet Loss Concealment in Networked Music Performance Applications / Sacchetto, Matteo; Huang, Yuen; Bianco, Andrea; Rottondi, Cristina. - ELETTRONICO. - (2022), pp. 203-210. ( Audio Mostly 2022 a conference on interaction with sound. What you hear is what you see? Perspectives on modalities in sound and music interaction. St. Pölten (Austria) September 6 - 9, 2022) [10.1145/3561212.3561226]. | 1-gen-2022 | Sacchetto, MatteoBianco, AndreaRottondi, Cristina + | 3561212.3561226.pdf; AM22_paper_2860.pdf |
| A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks / Andreoletti, Davide; Rottondi, CRISTINA EMMA MARGHERITA; Bianco, Andrea; Giordano, Silvia. - ELETTRONICO. - (2021), pp. 1-3. (Intervento presentato al convegno 2021 Optical Fiber Communications Conference and Exhibition (OFC) tenutosi a San Francisco, CA, USA nel 6-10 July 2021). | 1-gen-2021 | Cristina RottondiAndrea Bianco + | OFC_scalable_routing.pdf; Rottondi-Amachine.pdf |
| A Traffic-Aware Perspective on Network Disaggregated Sketches / Cornacchia, Alessandro; Sviridov, German; Giaccone, Paolo; Bianco, Andrea. - ELETTRONICO. - (2021). (Intervento presentato al convegno Mediterranean Communication and Computer Networking Conference (MedComNet 2021) tenutosi a Ibiza, Spain nel 15-17 June 2021) [10.1109/MedComNet52149.2021.9501234]. | 1-gen-2021 | Alessandro CornacchiaGerman SviridovPaolo GiacconeAndrea Bianco | A_Traffic-Aware_Perspective_on_Network_Disaggregated_Sketches.pdf; accepted_medcomnet.pdf |
| Active vs Transfer Learning Approaches for QoT Estimation with Small Training Datasets / Azzimonti, Dario; Rottondi, Cristina; Giusti, Alessandro; Tornatore, Massimo; Bianco, Andrea. - STAMPA. - (2020). (Intervento presentato al convegno OFC 2020- The Optical Networking and Communication Conference & Exhibition tenutosi a San Diego nel March 2020) [10.1364/OFC.2020.M4E.1]. | 1-gen-2020 | Rottondi, CristinaBianco, Andrea + | OFC_invited_transfer_active.pdf; 09083455.pdf |
| Assessment of Domain Adaptation Approaches for QoT Estimation in Optical Networks / Di Marino, Riccardo; Rottondi, Cristina; Giusti, Alessandro; Bianco, Andrea. - STAMPA. - (2020). ( OFC 2020 - The Optical Networking and Communication Conference & Exhibition San Diego, USA March 2020) [10.1364/OFC.2020.Th3D.2]. | 1-gen-2020 | Rottondi, CristinaBianco, Andrea + | OFC_transfer_learning.pdf; 09083292.pdf |
| Leveraging AI players for QoE estimation in cloud gaming / Sviridov, German; Beliard, Cedric; Simon, Gwendal; Bianco, Andrea; Giaccone, Paolo; Rossi, Dario. - ELETTRONICO. - (2020), pp. 1282-1283. ( IEEE INFOCOM 2020 - Demo Session Toronto (Canada) July 2020) [10.1109/INFOCOMWKSHPS50562.2020.9162732]. | 1-gen-2020 | German SviridovAndrea BiancoPaolo Giaccone + | 1570623456.pdf; 09162732.pdf |
| Modulation Format, Core and Spectrum Assignment in a Multicore Optical Link with and without MIMO Receivers / Rottondi, Cristina; Bosco, Gabriella; Carena, Andrea; Bianco, Andrea. - ELETTRONICO. - (2020), pp. 1-4. ( ICTON 2020 - International Conference on Transparent Optical Networks Bari, Italy July 2020) [10.1109/ICTON51198.2020.9203088]. | 1-gen-2020 | Rottondi, CristinaBosco, GabriellaCarena, AndreaBianco, Andrea | ICTON_bianco_final.pdf; Bianco-Modulation.pdf |
| Removing human players from the loop: AI-assisted assessment of Gaming QoE / Sviridov, German; Beliard, Cedric; Bianco, Andrea; Giaccone, Paolo; Rossi, Dario. - ELETTRONICO. - (2020), pp. 1160-1165. ( INFOCOM Workshop on Network Intelligence - Learning and Optimizing Future Networks Toronto (Canada) 06-09 July 2020) [10.1109/INFOCOMWKSHPS50562.2020.9162916]. | 1-gen-2020 | German SviridovAndrea BiancoPaolo Giaccone + | workshop.pdf; 09162916.pdf |
| Low-complexity Flow Scheduling for Commodity Switches in Data Center Networks / Sviridov, German; Bianco, Andrea; Giaccone, Paolo. - ELETTRONICO. - (2019). (Intervento presentato al convegno 2019 GLOBECOM - IEEE Global Communications Conference tenutosi a Waikoloa, HI, USA nel Dec. 2019) [10.1109/GLOBECOM38437.2019.9013612]. | 1-gen-2019 | German SviridovAndrea BiancoPaolo Giaccone | main.pdf; 09013612.pdf |
| Multiservice UAVs for Emergency Tasks in Post-Disaster Scenarios / Malandrino, Francesco; Rottondi, CRISTINA EMMA MARGHERITA; Chiasserini, Carla Fabiana; Bianco, Andrea; Stavrakakis, Ioannis. - STAMPA. - (2019). (Intervento presentato al convegno ACM MobiHoc 2019 Workshop FIrst REsponders network in emergency scenarios (IFIRE@MobiHoc19) tenutosi a Catania (Italia) nel July 2019) [10.1145/3331053.3335032]. | 1-gen-2019 | Cristina RottondiCarla Fabiana ChiasseriniAndrea Bianco + | ifire_cr_embedded.pdf; ifire_free.pdf |