Evaluation of Thermal Stress on IoT-based Federated Learning

Author:

Gu Yi1ORCID,Zhao Liang1ORCID,Deng Bobin1ORCID,Wu Shaoen1ORCID

Affiliation:

1. Kennesaw State University, Marietta, Georgia, USA

Publisher

ACM

Reference23 articles.

1. Afermarq and Tanertopal. 2023. Federated Learning on Embedded Devices with Flower. https://github.com/adap/flower/tree/main/examples/embedded-devices

2. AsawareeBhide and Amey Kulkarni. 2022. NVIDIA-AI-IOT Jetson_Benchmarks. https://github.com/NVIDIA-AI-IOT/jetson_benchmarks

3. Prometheus Authors. 2023. Prometheus Monitoring Systems and Time Series Database. https://prometheus.io/

4. Daniel J Beutel, Taner Topal, Akhil Mathur, Xinchi Qiu, Javier Fernandez-Marques, Yan Gao, Lorenzo Sani, Kwing Hei Li, Titouan Parcollet, Pedro Porto Buarque de Gusmão, et al. 2020. Flower: A Friendly Federated Learning Research Framework. arXiv preprint arXiv:2007.14390 (2020).

5. Keith Bonawitz, Hubert Eichner, Wolfgang Grieskamp, Dzmitry Huba, Alex Ingerman, Vladimir Ivanov, Chloe Kiddon, Jakub Konečný, Stefano Mazzocchi, H. Brendan McMahan, Timon Van Overveldt, David Petrou, Daniel Ramage, and Jason Roselander. 2019. Towards Federated Learning at Scale: System Design. arXiv:1902.01046 [cs.LG]

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