Magnos Martinello

Magnos Martinello

Universidade Federal do Espírito Santo

H-index: 16

Latin America-Brazil

About Magnos Martinello

Magnos Martinello, With an exceptional h-index of 16 and a recent h-index of 13 (since 2020), a distinguished researcher at Universidade Federal do Espírito Santo, specializes in the field of Software Defined Networks, AI for Networking.

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

ML-based handover prediction over a real O-RAN deployment using RAN Intelligent controller

Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN

PoT-PolKA: Let the Edge Control the Proof-of-Transit in Path-Aware Networks

Machine learning-based early attack detection using open RAN intelligent controller

Prototipação de Solução de Roteamento de Fonte para Suporte à Engenharia de Tráfego em Ciência de Dados Intensiva

Make before degrade: A context-aware software-defined wifi handover

FABRIC Testbed from the Eyes of a Network Researcher

In-situ Proof-of-Transit for Path-Aware Programmable Networks

Magnos Martinello Information

University

Position

Associate Professor at

Citations(all)

1060

Citations(since 2020)

619

Cited By

701

hIndex(all)

16

hIndex(since 2020)

13

i10Index(all)

25

i10Index(since 2020)

17

Email

University Profile Page

Universidade Federal do Espírito Santo

Google Scholar

View Google Scholar Profile

Magnos Martinello Skills & Research Interests

Software Defined Networks

AI for Networking

Top articles of Magnos Martinello

Title

Journal

Author(s)

Publication Date

ML-based handover prediction over a real O-RAN deployment using RAN Intelligent controller

arXiv preprint arXiv:2404.19671

Merim Dzaferagic

Bruno Missi Xavier

Diarmuid Collins

Vince D'Onofrio

Magnos Martinello

...

2024/4/14

Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN

arXiv preprint arXiv:2401.09204

Bruno Missi Xavier

Merim Dzaferagic

Irene Vilà

Magnos Martinello

Marco Ruffini

2024/1/17

PoT-PolKA: Let the Edge Control the Proof-of-Transit in Path-Aware Networks

IEEE Transactions on Network and Service Management

Everson S Borges

Magnos Martinello

Vitor B Bonella

Abraão J dos Santos

Roberta L Gomes

...

2024/4/16

Machine learning-based early attack detection using open RAN intelligent controller

Bruno Missi Xavier

Merim Dzaferagic

Diarmuid Collins

Giovanni Comarela

Magnos Martinello

...

2023/5/28

Prototipação de Solução de Roteamento de Fonte para Suporte à Engenharia de Tráfego em Ciência de Dados Intensiva

Domingos José Pereira Paraiso

Everson Borges

Edgard Pontes

Cristina Klippel Domincini

Magnos Martinello

...

2023/5/26

Make before degrade: A context-aware software-defined wifi handover

Víctor MG Martínez

Rafael S Guimarães

Ricardo C Mello

Alexandre P do Carmo

Raquel F Vassallo

...

2023/3/15

FABRIC Testbed from the Eyes of a Network Researcher

Edgard da Cunha Pontes

Magnos Martinello

Cristina K Dominicini

Marcos Schwarz

Moises Ribeiro

...

2023/8/6

In-situ Proof-of-Transit for Path-Aware Programmable Networks

Everson Scherrer Borges

Vitor Berger Bonella

Abraão Jesus Dos Santos

Gabriel Tetzner Menegueti

Cristina Klippel Dominicini

...

2023/6/19

A lifecycle experience of polka: From prototyping to deployment at géant lab with rare/freertr

Everson S Borges

Edgard Pontes

Cristina Dominicini

Marcos Schwarz

Csaba Mate

...

2022/5/27

M-polka: Multipath polynomial key-based source routing for reliable communications

IEEE Transactions on Network and Service Management

Rafael S Guimarães

Cristina Dominicini

Víctor MG Martínez

Bruno M Xavier

Diego R Mafioletti

...

2022/3/21

To Embed or Not to Embed SHA in Programmable Network Interface Cards

Diego Rossi Mafioletti

Magnos Martinello

Moisés RN Ribeiro

Marco Ruffini

Frank Slyne

2022/10/31

Map4: A pragmatic framework for in-network machine learning traffic classification

IEEE Transactions on Network and Service Management

Bruno Missi Xavier

Rafael Silva Guimarães

Giovanni Comarela

Magnos Martinello

2022/10/10

Deploying polka source routing in p4 switches

Cristina Dominicini

Rafael Guimarães

Diego Mafioletti

Magnos Martinello

Moises RN Ribeiro

...

2021/6/28

Programmable switches for in-networking classification

Bruno Missi Xavier

Rafael Silva Guimarães

Giovanni Comarela

Magnos Martinello

2021/5/10

Programmable data planes as the next frontier for networked robotics security: a ROS use case

Diego Rossi Mafioletti

Ricardo Carminati de Mello

Marco Ruffini

Valerio Frascolla

Magnos Martinello

...

2021/10/25

Chaining-box: A transparent service function chaining architecture leveraging BPF

IEEE Transactions on Network and Service Management

Matheus S Castanho

Cristina K Dominicini

Magnos Martinello

Marcos AM Vieira

2021/10/22

Caracterização e previsão de falhas em serviços de conectividade: Uma aplicação à rede ipê

Vitor F Zanotelli

Giovanni Comarela

Rodolfo S Villaca

Magnos Martinello

2021/8/16

REPEL: a strategic approach for defending 5G control plane from DDoS signalling attacks

IEEE Transactions on Network and Service Management

Renato S. Silva

Carlos C. Meixner

Rafael S. Guimarães

Thierno Diallo

Borja O. Garcia

...

2020/11

An SDN-NFV orchestration for reliable and low latency mobility in off-the-shelf WiFi

Rafael S Guimaraes

Víctor MG Martínez

Ricardo C Mello

Diego R Mafioletti

Magnos Martinello

...

2020/6/7

Accurate Classification for HPC Applications Concerning Traffic Matrix Visual Patterns

Rafael Gomes de Castro

Celio Trois

Luis CE Bona

Magnos Martinello

2020/10/12

See List of Professors in Magnos Martinello University(Universidade Federal do Espírito Santo)

Co-Authors

H-index: 50
Dimitra Simeonidou FREng, FIEEE

Dimitra Simeonidou FREng, FIEEE

University of Bristol

H-index: 42
Reza Nejabati

Reza Nejabati

University of Bristol

H-index: 35
Christian Esteve Rothenberg

Christian Esteve Rothenberg

Universidade Estadual de Campinas

H-index: 28
Marco Ruffini

Marco Ruffini

Trinity College

H-index: 23
Moises R. N. Ribeiro

Moises R. N. Ribeiro

Universidade Federal do Espírito Santo

H-index: 18
Marcos Didonet Del Fabro

Marcos Didonet Del Fabro

Universidade Federal do Paraná

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