Gabriele Castellano

According to our database, Gabriele Castellano authored at least 20 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Toward Inference Delivery Networks: Distributing Machine Learning With Optimality Guarantees.

Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese, Andrea Araldo

IEEE/ACM Trans. Netw., February, 2024

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

Raphaël Azorin, Andrea Monterubbiano, Gabriele Castellano, Massimo Gallo, Salvatore Pontarelli, Dario Rossi

Proc. ACM Netw., 2024

Scheduling Multi-Component Applications Across Federated Edge Clusters With Phare.

Gabriele Castellano, Stefano Galantino, Fulvio Risso, Antonio Manzalini

IEEE Open J. Commun. Soc., 2024

2023

System Log Parsing: A Survey.

Tianzhu Zhang, Han Qiu, Gabriele Castellano, Myriana Rifai, Chung Shue Chen, Fabio Pianese

IEEE Trans. Knowl. Data Eng., August, 2023

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

Andrea Monterubbiano, Raphaël Azorin, Gabriele Castellano, Massimo Gallo, Salvatore Pontarelli, Dario Rossi

PACMNET, 2023

Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning.

Gabriele Castellano, Juan-José Nieto, Jordi Luque, Ferran Diego, Carlos Segura, Diego Perino, Flavio Esposito, Fulvio Risso, Aravindh Raman

CoRR, 2023

Memory-efficient Random Forests in FPGA SmartNICs.

Andrea Monterubbiano, Raphaël Azorin, Gabriele Castellano, Massimo Gallo, Salvatore Pontarelli, Dario Rossi

Proceedings of the Companion of the 19th International Conference on emerging Networking EXperiments and Technologies, 2023

2022

Learned data structures for per-flow measurements.

Andrea Monterubbiano, Raphaël Azorin, Gabriele Castellano, Massimo Gallo, Salvatore Pontarelli

Proceedings of the 3rd International CoNEXT Student Workshop, 2022

2021

Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees.

Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese, Andrea Araldo

Proceedings of the 19th Mediterranean Communication and Computer Networking Conference, 2021

2020

On the Orchestration of Dynamic Services over Distributed IT Infrastructures.

Gabriele Castellano

PhD thesis, 2020

2019

A Service-Defined Approach for Orchestration of Heterogeneous Applications in Cloud/Edge Platforms.

Gabriele Castellano, Flavio Esposito, Fulvio Risso

IEEE Trans. Netw. Serv. Manag., 2019

A model-based abstraction layer for heterogeneous SDN applications.

Gabriele Castellano, Ivano Cerrato, Molka Gharbaoui, Silvia Fichera, Barbara Martini, Fulvio Risso, Piero Castoldi

Int. J. Commun. Syst., 2019

A Disaggregated MEC Architecture Enabling Open Services and Novel Business Models.

Gabriele Castellano, Antonio Manzalini, Fulvio Risso

Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

A Distributed Orchestration Algorithm for Edge Computing Resources with Guarantees.

Gabriele Castellano, Flavio Esposito, Fulvio Risso

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018

A Distributed Architecture for Edge Service Orchestration with Guarantees.

Gabriele Castellano, Flavio Esposito, Fulvio Risso

CoRR, 2018

Fog Computing Over Challenged Networks: A Real Case Evaluation.

Gabriele Castellano, Fulvio Risso, Riccardo Loti

Proceedings of the 7th IEEE International Conference on Cloud Networking, 2018

2017

Mimicking a compute domain orchestrator with the ONOS SDN controller.

Gabriele Castellano, Ivano Cerrato, Fulvio Risso, Davide Pezzolla, Antonio Manzalini

Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

End-to-end service orchestration across SDN and cloud computing domains.

Roberto Bonafiglia, Gabriele Castellano, Ivano Cerrato, Fulvio Risso

Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

A Unifying Orchestration Operating Platform for 5G.

Antonio Manzalini, Marco Di Girolamo, Giuseppe Celozzi, Fulvio Bruno, Giuliana Carullo, Marco Tambasco, Gino Carrozzo, Fulvio Risso, Gabriele Castellano

Proceedings of the Green, Pervasive, and Cloud Computing - 12th International Conference, 2017

2016

Defining a Generic OR-VNFM Interface for Configuring Network Functions.

Davide Pezzolla, Ivano Cerrato, Fulvio Risso, Gabriele Castellano

Proceedings of the Fifth European Workshop on Software-Defined Networks, 2016