Gabriele Castellano

Gabriele Castellano

Politecnico di Torino

H-index: 6

Europe-Italy

About Gabriele Castellano

Gabriele Castellano, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of Computer Science, Edge Computing, Machine Learning.

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

Taming the Elephants: Affordable Flow Length Prediction in the Data Plane

Scheduling Multi-Component Applications Across Federated Edge Clusters With Phare

Memory-efficient Random Forests in FPGA SmartNICs

SPADA: A Sparse Approximate Data Structure Representation for Data Plane Per-flow Monitoring

Toward Inference Delivery Networks: Distributing Machine Learning With Optimality Guarantees

Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning

System log parsing: A survey

Learned data structures for per-flow measurements

Gabriele Castellano Information

University

Position

___

Citations(all)

140

Citations(since 2020)

136

Cited By

48

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Politecnico di Torino

Google Scholar

View Google Scholar Profile

Gabriele Castellano Skills & Research Interests

Computer Science

Edge Computing

Machine Learning

Top articles of Gabriele Castellano

Title

Journal

Author(s)

Publication Date

Taming the Elephants: Affordable Flow Length Prediction in the Data Plane

Proceedings of the ACM on Networking

Raphael Azorin

Andrea Monterubbiano

Gabriele Castellano

Massimo Gallo

Salvatore Pontarelli

...

2024/3/28

Scheduling Multi-Component Applications Across Federated Edge Clusters With Phare

IEEE Open Journal of the Communications Society

Gabriele Castellano

Stefano Galantino

Fulvio Risso

Antonio Manzalini

2024/3/18

Memory-efficient Random Forests in FPGA SmartNICs

Andrea Monterubbiano

Raphael Azorin

Gabriele Castellano

Massimo Gallo

Salvatore Pontarelli

...

2023/12/5

SPADA: A Sparse Approximate Data Structure Representation for Data Plane Per-flow Monitoring

Proceedings of the ACM on Networking

Andrea Monterubbiano

Raphael Azorin

Gabriele Castellano

Massimo Gallo

Salvatore Pontarelli

...

2023/11/28

Toward Inference Delivery Networks: Distributing Machine Learning With Optimality Guarantees

IEEE/ACM Transactions on Networking

Tareq Si Salem

Gabriele Castellano

Giovanni Neglia

Fabio Pianese

Andrea Araldo

2023/8/31

Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning

arXiv preprint arXiv:2301.13618

Gabriele Castellano

Juan-José Nieto

Jordi Luque

Ferrán Diego

Carlos Segura

...

2023/1/31

System log parsing: A survey

IEEE Transactions on Knowledge and Data Engineering

Tianzhu Zhang

Han Qiu

Gabriele Castellano

Myriana Rifai

Chung Shue Chen

...

2023/1/24

Learned data structures for per-flow measurements

Andrea Monterubbiano

Raphael Azorin

Gabriele Castellano

Massimo Gallo

Salvatore Pontarelli

2022/12/9

Regularized bottleneck with early labeling

Gabriele Castellano

Fabio Pianese

Damiano Carra

Tianzhu Zhang

Giovanni Neglia

2022/9/14

On the Orchestration of Dynamic Services over Distributed IT Infrastructures.

Gabriele Castellano

2020/7/13

See List of Professors in Gabriele Castellano University(Politecnico di Torino)

Co-Authors

H-index: 26
Flavio Esposito

Flavio Esposito

Saint Louis University

H-index: 9
Ivano Cerrato

Ivano Cerrato

Politecnico di Torino

H-index: 4
Roberto Bonafiglia

Roberto Bonafiglia

Politecnico di Torino

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