Alessio Sacco

Alessio Sacco

Politecnico di Torino

H-index: 11

Europe-Italy

About Alessio Sacco

Alessio Sacco, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of Computer Networking, Network Virtualization, Distributed Systems, Machine Learning.

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

Delay-Aware Routing in Software-Defined Networks Via Network Tomography and Reinforcement Learning

HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry

Towards Autonomous Computer Networks in Support of Critical Systems

NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches

Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models

P4FL: An Architecture for Federating Learning with In-Network Processing

A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks

RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds

Alessio Sacco Information

University

Position

PhD Student

Citations(all)

287

Citations(since 2020)

287

Cited By

24

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Politecnico di Torino

Google Scholar

View Google Scholar Profile

Alessio Sacco Skills & Research Interests

Computer Networking

Network Virtualization

Distributed Systems

Machine Learning

Top articles of Alessio Sacco

Title

Journal

Author(s)

Publication Date

Delay-Aware Routing in Software-Defined Networks Via Network Tomography and Reinforcement Learning

IEEE Transactions on Network Science and Engineering

Xu Tao

Doriana Monaco

Alessio Sacco

Simone Silvestri

Guido Marchetto

2024/3/4

HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry

Alessio Sacco

Antonino Angi

Flavio Esposito

Guido Marchetto

2023/6/5

Towards Autonomous Computer Networks in Support of Critical Systems

Alessio Sacco

Guido Marchetto

2023/5/8

NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches

IEEE Communications Magazine

Antonino Angi

Alessio Sacco

Flavio Esposito

Guido Marchetto

Alexander Clemm

2023/11/13

Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models

IEEE Transactions on Network and Service Management

Alessio Sacco

Flavio Esposito

Guido Marchetto

2023/4/25

P4FL: An Architecture for Federating Learning with In-Network Processing

IEEE Access

Alessio Sacco

Antonino Angi

Guido Marchetto

Flavio Esposito

2023/9/22

A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks

Doriana Monaco

Alessio Sacco

Enrico Alberti

Guido Marchetto

Flavio Esposito

2023/3/6

RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds

Antonino Angi

Alessio Sacco

Enrico Alberti

Guido Marchetto

Flavio Esposito

2023/9/4

Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information

Alessio Sacco

Flavio Esposito

Guido Marchetto

2023/1/8

Load Profiling via In-Band Flow Classification and P4 With Howdah

IEEE Transactions on Network and Service Management

Antonino Angi

Alessio Sacco

Flavio Esposito

Guido Marchetto

Alexander Clemm

2023/7/28

A Self-Learning Strategy for Task Offloading in UAV Networks

IEEE Transactions on Vehicular Technology

Alessio Sacco

Flavio Esposito

Guido Marchetto

Paolo Montuschi

2022/1/25

Howdah: Load Profiling via In-Band Flow Classification and P4

Antonino Angi

Alessio Sacco

Flavio Esposito

Guido Marchetto

Alexander Clemm

2022/10/31

Partially Oblivious Congestion Control for the Internet via Reinforcement Learning

IEEE Transactions on Network and Service Management

Alessio Sacco

Matteo Flocco

Flavio Esposito

Guido Marchetto

2022/10/19

Restoring Application Traffic of Latency-Sensitive Networked Systems using Adversarial Autoencoders

IEEE Transactions on Network and Service Management

Alessio Sacco

Flavio Esposito

Guido Marchetto

2022/7/19

NLP4: An Architecture for Intent-Driven Data Plane Programmability

Antonino Angi

Alessio Sacco

Flavio Esposito

Guido Marchetto

Alexander Clemm

2022/6/27

Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions

IEEE Journal of Biomedical and Health Informatics

Ons Aouedi

Alessio Sacco

Kandaraj Piamrat

Guido Marchetto

2022/6/23

Supporting Sustainable Virtual Network Mutations with Mystique

IEEE Transactions on Network and Service Management

Alessio Sacco

Matteo Flocco

Flavio Esposito

Guido Marchetto

2021/2/16

EdgeEcho: An Architecture for Echocardiology at the Edge

Aman Khalid

Flavio Esposito

Alessio Sacco

Steven C Smart

2021/10/25

Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks

IEEE Transactions on Green Communications and Networking

Alessio Sacco

Flavio Esposito

Guido Marchetto

2021/6/23

On Control and Data Plane Programmability for Data-Driven Networking

Alessio Sacco

Flavio Esposito

Guido Marchetto

2021/6/7

See List of Professors in Alessio Sacco University(Politecnico di Torino)

Co-Authors

H-index: 27
Riccardo Sisto

Riccardo Sisto

Politecnico di Torino

H-index: 26
Flavio Esposito

Flavio Esposito

Saint Louis University

H-index: 21
Guido Marchetto

Guido Marchetto

Politecnico di Torino

H-index: 19
Fulvio Valenza

Fulvio Valenza

Politecnico di Torino

H-index: 17
Srikanth Gururajan

Srikanth Gururajan

Saint Louis University

H-index: 12
Ons Aouedi

Ons Aouedi

Université de Nantes

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