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X
Colonnelli, Iacopo
11  Ergebnisse:
Buchkapitel (Online) X
Personensuche X
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1

A Performance Analysis for Confidential Federated Learning:

, In: 2024 IEEE Security and Privacy Workshops (SPW),
Casell, Bruno ; Colonnelli, Iacopo ; Mittone, Gianluca... - p. 40-47 , 2024
Link: https://doi.org/10.1109/..
 
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2

Benchmarking Parallelization Models through Karmarkar's Int..:

, In: 2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP),
Santimaria, Marco Edoardo ; Fonio, Samuele ; Malenza, Giulio.. - p. 1-8 , 2024
Link: https://doi.org/10.1109/..
 
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3

A Systematic Mapping Study of Italian Research on Workflows:

, In: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis,
Aldinucci, Marco ; Baralis, Elena Maria ; Cardellini, Valeria... - p. 2065-2076 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

Model-Agnostic Federated Learning:

, In: Euro-Par 2023: Parallel Processing; Lecture Notes in Computer Science,
Mittone, Gianluca ; Riviera, Walter ; Colonnelli, Iacopo.. - p. 383-396 , 2023
Link: https://doi.org/10.1007/..
 
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5

Federated Learning Meets HPC and Cloud:

, In: Machine Learning for Astrophysics; Astrophysics and Space Science Proceedings,
Colonnelli, Iacopo ; Casella, Bruno ; Mittone, Gianluca... - p. 193-199 , 2023
Link: https://doi.org/10.1007/..
 
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6

CAPIO: a Middleware for Transparent I/O Streaming in Data- ..:

, In: 2023 IEEE 30th International Conference on High Performance Computing, Data, and Analytics (HiPC),
Martinelli, Alberto Riccardo ; Torquati, Massimo ; Aldinucci, Marco.. - p. 153-163 , 2023
Link: https://doi.org/10.1109/..
 
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7

Experimenting with Emerging RISC-V Systems for Decentralise..:

, In: Proceedings of the 20th ACM International Conference on Computing Frontiers,
Mittone, Gianluca ; Tonci, Nicoló ; Birke, Robert... - p. 73-83 , 2023
Link: https://dl.acm.org/doi/1..
 
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8

Pooling critical datasets with Federated Learning:

, In: 2023 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP),
Arfat, Yasir ; Mittone, Gianluca ; Colonnelli, Iacopo... - p. 329-337 , 2023
Link: https://doi.org/10.1109/..
 
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9

RISC-V-Based Platforms for HPC: Analyzing Non-functional Pr..:

, In: Lecture Notes in Computer Science; Embedded Computer Systems: Architectures, Modeling, and Simulation,
Fornaciari, William ; Reghenzani, Federico ; Terraneo, Federico... - p. 395-410 , 2023
Link: https://doi.org/10.1007/..
 
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10

The DeepHealth Toolkit: A Key European Free and Open-Source..:

, In: Technologies and Applications for Big Data Value,
Aldinucci, Marco ; Atienza, David ; Bolelli, Federico... - p. 183-202 , 2022
Link: https://doi.org/10.1007/..
 
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11

Practical Parallelization of Scientific Applications:

, In: 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP),
Cesare, Valentina ; Colonnelli, Iacopo ; Aldinucci, Marco - p. 376-384 , 2020
Link: https://doi.org/10.1109/..
 
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