Archivio Istituzionale della RicercaBIANCO, ANDREA
BIANCO, ANDREA
Dipartimento di Elettronica e Telecomunicazioni
002143
Explainability-Driven Comparison of Topology-Aware and Feature-Based QoT Estimation in Multiband Optical Networks
2026 Eid, Jana; Galante, Franco; Rottondi, Cristina; Bianco, Andrea
Risk-Aware Machine Learning-Based Approach for Lightpath QoT Estimation in Optical Networks
2026 Jammal, Hussein; Ayoub, Omran; Bianco, Andrea; Rottondi, Cristina
Topology-Aware vs Feature-Based QoT Estimation in Multiband Optical Networks
2026 Eid, Jana; Galante, Franco; Ayoub, Omran; Sticca, Giovanni Simone; Ibrahimi, Mëmëdhe; Bianco, Andrea; Tornatore, Massimo; Rottondi, Cristina
ENHANCING MUSIC VISUALIZATION WITH HAPTIC FEEDBACK TO EASE PERCEPTION FOR DHH LISTENERS
2025 Mauri, Noemi; Sacchetto, Matteo; Bagnus, Piera; Nicora, Chiara; Zanoni, Massimiliano; Bianco, Andrea; Rottondi, Cristina
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Explainability-Driven Comparison of Topology-Aware and Feature-Based QoT Estimation in Multiband Optical Networks / Eid, J., Galante, F., Rottondi, C., Bianco, A.. - ELETTRONICO. - (2026), pp. 1-6. (2026 IFIP Networking Conference, IFIP Networking 2026 Lugano (CH) 24-27 May 2026) [10.23919/ifipnetworking70592.2026.11579065]. | 1-gen-2026 | Eid, JanaGalante, FrancoRottondi, CristinaBianco, Andrea | Explainability-Driven_Comparison_of_Topology-Aware_and_Feature-Based_QoT_Estimation_in_Multiband_Optical_Networks.pdf; TX4NETS_GNN_XAI.pdf |
| Risk-Aware Machine Learning-Based Approach for Lightpath QoT Estimation in Optical Networks / Jammal, H., Ayoub, O., Bianco, A., Rottondi, C.. - ELETTRONICO. - (2026), pp. 1-6. (2026 International Conference on Optical Network Design and Modelling (ONDM) Munich (DE) 12-15 Maggio 2026) [10.23919/ondm68511.2026.11618793]. | 1-gen-2026 | Jammal, HusseinBianco, AndreaRottondi, Cristina + | - |
| Topology-Aware vs Feature-Based QoT Estimation in Multiband Optical Networks / Eid, J., Galante, F., Ayoub, O., Sticca, G.S., Ibrahimi, M., Bianco, A., Tornatore, M., Rottondi, C.. - ELETTRONICO. - (2026), pp. 1-6. (2026 International Conference on Optical Network Design and Modelling (ONDM) Munich (DE) 12-15 Maggio 2026) [10.23919/ondm68511.2026.11618873]. | 1-gen-2026 | Eid, JanaGalante, FrancoBianco, AndreaRottondi, Cristina + | Topology-Aware_vs_Feature-Based_QoT_Estimation_in_Multiband_Optical_Networks.pdf; ONDM_GNN_for_QoT_estimation.pdf |
| ENHANCING MUSIC VISUALIZATION WITH HAPTIC FEEDBACK TO EASE PERCEPTION FOR DHH LISTENERS / Mauri, N., Sacchetto, M., Bagnus, P., Nicora, C., Zanoni, M., Bianco, A., Rottondi, C.. - ELETTRONICO. - (2025), pp. 2913-2920. (11th Convention of the European Acoustics Association Forum Acusticum / EuroNoise 2025 Malaga (Esp) June 23 - 26, 2025) [10.61782/fa.2025.0344]. | 1-gen-2025 | Noemi MauriMatteo SacchettoMassimiliano ZanoniAndrea BiancoCristina Rottondi + | 000344.pdf |
| Enhancing Reliability of Lightpath QoT Estimation Models using Bias Mitigation Techniques / Jammal, H., Ayoub, O., Bianco, A., Owayjan, M., Rottondi, C.. - ELETTRONICO. - (2025), pp. 1-4. (25th Anniversary International Conference on Transparent Optical Networks (ICTON) Barcelona (Spa) 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, A., Bianco, A., Giaccone, P., Sviridov, G.. - ELETTRONICO. - (2024). (Data-Plane Programmability and Edge Network Acceleration in the AI era (NetAccel-AI 2024) Pisa (Italy) 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, L., Sacchetto, M., Bianco, A., Rottondi, C.. - (2024), pp. 1-4. (5th IEEE International Symposium on the Internet of Sounds, IS2 2024 Erlangen (DE) 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, L., Sacchetto, M., Bianco, A., Rottondi, C., Abbate, G., Paolillo, A., Giusti, A.. - (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, D., Rottondi, C., Ayoub, O., Bianco, A.. - (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, D., Domini, N., Peloso, R., Severi, L., Sacchetto, M., Bianco, A., Rottondi, C.. - 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, H., Ayoub, O., Rottondi, C., Bianco, A.. - ELETTRONICO. - (2023), pp. 1-5. (23rd International Conference on Transparent Optical Networks (ICTON) Bucharest, Romania 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, A., Bianchi, G., Bianco, A., Giaccone, P.. - 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, O., Bianco, A., Andreoletti, D., Troia, S., Giordano, S., Rottondi, C.. - 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, O., Andreoletti, D., Troia, S., Giordano, S., Bianco, A., Rottondi, C.. - 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, M., Huang, Y., Bianco, A., Rottondi, C.. - 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, D., Rottondi, C.E.M., Bianco, A., Giordano, S.. - ELETTRONICO. - (2021), pp. 1-3. (2021 Optical Fiber Communications Conference and Exhibition (OFC) San Francisco, CA, USA 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, A., Sviridov, G., Giaccone, P., Bianco, A.. - ELETTRONICO. - (2021). (Mediterranean Communication and Computer Networking Conference (MedComNet 2021) Ibiza, Spain 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, D., Rottondi, C., Giusti, A., Tornatore, M., Bianco, A.. - STAMPA. - (2020). (OFC 2020- The Optical Networking and Communication Conference & Exhibition San Diego 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, R., Rottondi, C., Giusti, A., Bianco, A.. - 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, G., Beliard, C., Simon, G., Bianco, A., Giaccone, P., Rossi, D.. - 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 |