research
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07/14/2023
Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices
Federated learning (FL) has evolved as a prominent method for edge devic...
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06/15/2023
MobileASR: A resource-aware on-device personalisation framework for automatic speech recognition in mobile phones
We describe a comprehensive methodology for developing user-voice person...
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11/21/2022
PreMa: Predictive Maintenance of Solenoid Valve in Real-Time at Embedded Edge-Level
In industrial process automation, sensors (pressure, temperature, etc.),...
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11/05/2022
A review of TinyML
In this current technological world, the application of machine learning...
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11/03/2022
