Andrea Bianco

Andrea Bianco

Politecnico di Torino

H-index: 36

Europe-Italy

About Andrea Bianco

Andrea Bianco, With an exceptional h-index of 36 and a recent h-index of 16 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of Networks, Switching Architectures, Optical Networks, SDN, Data center.

His recent articles reflect a diverse array of research interests and contributions to the field:

Assessment of Recovery Journal-Based Packet Loss Concealment Techniques for Low-Latency MIDI Streaming

FPGA-based Low-Latency Audio Coprocessor for Networked Music Performance

Using SHAP Values to Validate Model’s Uncertain Decision for ML-based Lightpath Quality-of-Transmission Estimation

On the application of explainable artificial intelligence to lightpath QoT estimation

Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation

Designing Probabilistic Flow Counting over Sliding Windows

Quantifying features’ contribution for ML-based quality-of-transmission estimation using explainable AI

Using autoregressive models for real-time packet loss concealment in networked music performance applications

Andrea Bianco Information

University

Position

- Department of Electronics and Telecommunications

Citations(all)

5006

Citations(since 2020)

997

Cited By

4430

hIndex(all)

36

hIndex(since 2020)

16

i10Index(all)

101

i10Index(since 2020)

23

Email

University Profile Page

Politecnico di Torino

Google Scholar

View Google Scholar Profile

Andrea Bianco Skills & Research Interests

Networks

Switching Architectures

Optical Networks

SDN

Data center

Top articles of Andrea Bianco

Title

Journal

Author(s)

Publication Date

Assessment of Recovery Journal-Based Packet Loss Concealment Techniques for Low-Latency MIDI Streaming

Journal of the Audio Engineering Society

Leonardo Severi

Antonio Cuccarese

Andrea Bianco

Cristina Rottondi

2023/12/12

FPGA-based Low-Latency Audio Coprocessor for Networked Music Performance

Diego Bert

Nicola Domini

Riccardo Peloso

Leonardo Severi

Matteo Sacchetto

...

2023/10/26

Using SHAP Values to Validate Model’s Uncertain Decision for ML-based Lightpath Quality-of-Transmission Estimation

Hadi Houssiany

Omran Ayoub

Cristina Rottondi

Andrea Bianco

2023/7/2

On the application of explainable artificial intelligence to lightpath QoT estimation

Omran Ayoub

Andrea Bianco

Davide Andreoletti

Sebastian Troia

Silvia Giordano

...

2022/3/6

Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation

Journal of Optical Communications and Networking

Omran Ayoub

Sebastian Troia

Davide Andreoletti

Andrea Bianco

Massimo Tornatore

...

2022/11/23

Designing Probabilistic Flow Counting over Sliding Windows

Alessandro Cornacchia

Giuseppe Bianchi

Andrea Bianco

Paolo Giaccone

2022/11/8

Quantifying features’ contribution for ML-based quality-of-transmission estimation using explainable AI

Omran Ayoub

Davide Andreoletti

Sebastian Troia

Silvia Giordano

Andrea Bianco

...

2022/9/18

Using autoregressive models for real-time packet loss concealment in networked music performance applications

Matteo Sacchetto

Yuen Huang

Andrea Bianco

Cristina Rottondi

2022/9/6

Staggered hll: Near-continuous-time cardinality estimation with no overhead

Computer Communications

Alessandro Cornacchia

Giuseppe Bianchi

Andrea Bianco

Paolo Giaccone

2022/9/1

LOcAl DEcisions on Replicated States (LOADER) in programmable dataplanes: Programming abstraction and experimental evaluation

Computer Networks

German Sviridov

Marco Bonola

Angelo Tulumello

Paolo Giaccone

Andrea Bianco

...

2021/1/15

Resource-aware provisioning strategies in translucent elastic optical networks

Computer Communications

Nehuen Gonzalez-Montoro

Jorge M Finochietto

Andrea Bianco

2021/12/1

Comparison of domain adaptation and active learning techniques for quality of transmission estimation with small-sized training datasets

Journal of Optical Communications and Networking

Dario Azzimonti

Cristina Rottondi

Alessandro Giusti

Massimo Tornatore

Andrea Bianco

2021/1/1

A traffic-aware perspective on network disaggregated sketches

Alessandro Cornacchia

German Sviridov

Paolo Giaccone

Andrea Bianco

2021/6/15

On the benefits of domain adaptation techniques for quality of transmission estimation in optical networks

Journal of Optical Communications and Networking

Cristina Rottondi

Riccardo Di Marino

Mirko Nava

Alessandro Giusti

Andrea Bianco

2021/1/1

A machine learning framework for scalable routing and wavelength assignment in large optical networks

Davide Andreoletti

Cristina Rottondi

Andrea Bianco

Silvia Giordano

2021/6/6

Data-Plane-Assisted State Replication With Network Function Virtualization

IEEE Systems Journal

Iman Lotfimahyari

German Sviridov

Paolo Giaccone

Andrea Bianco

2021/5/27

Scheduling of emergency tasks for multiservice UAVs in post-disaster scenarios

Computer Networks

Cristina Rottondi

Francesco Malandrino

Andrea Bianco

Carla Fabiana Chiasserini

Ioannis Stavrakakis

2021/1/15

Removing human players from the loop: AI-assisted assessment of Gaming QoE

German Sviridov

Cedric Beliard

Andrea Bianco

Paolo Giaccone

Dario Rossi

2020/7/6

Optimal state replication in stateful data planes

IEEE Journal on Selected Areas in Communications

Abubakar Siddique Muqaddas

German Sviridov

Paolo Giaccone

Andrea Bianco

2020/4/9

Active vs transfer learning approaches for QoT estimation with small training datasets

Dario Azzimonti

Cristina Rottondi

Alessandro Giusti

Massimo Tornatore

Andrea Bianco

2020/3/8

See List of Professors in Andrea Bianco University(Politecnico di Torino)

Co-Authors

H-index: 57
Carla Fabiana Chiasserini

Carla Fabiana Chiasserini

Politecnico di Torino

H-index: 57
Marco Mellia

Marco Mellia

Politecnico di Torino

H-index: 55
Marco Ajmone Marsan

Marco Ajmone Marsan

Politecnico di Torino

H-index: 49
Michela Meo

Michela Meo

Politecnico di Torino

H-index: 47
Vittorio Curri

Vittorio Curri

Politecnico di Torino

H-index: 47
Emilio Leonardi

Emilio Leonardi

Politecnico di Torino

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