Connectivity-Aware Semi-Decentralized Federated Learning over Time-Varying D2D Networks

Author:

Parasnis Rohit1ORCID,Hosseinalipour Seyyedali2ORCID,Chu Yun-Wei3ORCID,Chiang Mung4ORCID,Brinton Christopher G.1ORCID

Affiliation:

1. Purdue University, West Lafayette, United States of America

2. University at Buffalo (SUNY), New York, USA

3. Purdue University, West Lafayette, USA

4. Princeton University/Purdue University, West Lafayette, USA

Funder

Office of Naval Research

National Science Foundation

Publisher

ACM

Reference38 articles.

1. Distributed Online Convex Optimization on Time-Varying Directed Graphs

2. Mohammed S Al-Abiad Mohanad Obeed Md Hossain Anas Chaaban etal 2022. Decentralized aggregation for energy-efficient federated learning via overlapped clustering and D2D communications. arXiv preprint arXiv:2206.02981 (2022). Mohammed S Al-Abiad Mohanad Obeed Md Hossain Anas Chaaban et al. 2022. Decentralized aggregation for energy-efficient federated learning via overlapped clustering and D2D communications. arXiv preprint arXiv:2206.02981 (2022).

3. Aurélien Bellet , Anne-Marie Kermarrec , and Erick Lavoie . 2022 . D-cliques: Compensating for data heterogeneity with topology in decentralized federated learning . In 2022 41st International Symposium on Reliable Distributed Systems (SRDS). IEEE, 1--11 . Aurélien Bellet, Anne-Marie Kermarrec, and Erick Lavoie. 2022. D-cliques: Compensating for data heterogeneity with topology in decentralized federated learning. In 2022 41st International Symposium on Reliable Distributed Systems (SRDS). IEEE, 1--11.

4. Enrique Tomás Martínez Beltrán , Mario Quiles Pérez , Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, and Alberto Huertas Celdrán. 2022 . Decentralized Federated Learning: Fundamentals, State-of-the-art , Frameworks, Trends, and Challenges . arXiv preprint arXiv:2211.08413 (2022). Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, and Alberto Huertas Celdrán. 2022. Decentralized Federated Learning: Fundamentals, State-of-the-art, Frameworks, Trends, and Challenges. arXiv preprint arXiv:2211.08413 (2022).

5. Aleksandr Beznosikov , Pavel Dvurechensky , Anastasia Koloskova , Valentin Samokhin , Sebastian U Stich , and Alexander Gasnikov . 2021. Decentralized local stochastic extra-gradient for variational inequalities. arXiv preprint arXiv:2106.08315 ( 2021 ). Aleksandr Beznosikov, Pavel Dvurechensky, Anastasia Koloskova, Valentin Samokhin, Sebastian U Stich, and Alexander Gasnikov. 2021. Decentralized local stochastic extra-gradient for variational inequalities. arXiv preprint arXiv:2106.08315 (2021).

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