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pro vyhledávání: '"Song, Jaeyoung"'
Autor:
Song, Jaeyoung, Hong, Jun-Pyo
In this paper, we consider asynchronous federated learning (FL) over time-division multiple access (TDMA)-based communication networks. Considering TDMA for transmitting local updates can introduce significant delays to conventional synchronous FL, w
Externí odkaz:
http://arxiv.org/abs/2411.13861
Autor:
Song, Jaeyoung, Jeon, Sang-Woon
Federated learning aims to construct a global model that fits the dataset distributed across local devices without direct access to private data, leveraging communication between a server and the local devices. In the context of a practical communica
Externí odkaz:
http://arxiv.org/abs/2404.02395
Autor:
Song, Jaeyoung, Kountouris, Marios
We consider distributed machine learning at the wireless edge, where a parameter server builds a global model with the help of multiple wireless edge devices that perform computations on local dataset partitions. Edge devices transmit the result of t
Externí odkaz:
http://arxiv.org/abs/2011.10894
We consider IoT sensor network where multiple sensors are connected to corresponding destination nodes via a relay. Thus, the relay schedules sensors to sample and destination nodes to update. The relay can select multiple sensors and destination nod
Externí odkaz:
http://arxiv.org/abs/2009.02716
Autor:
Song, Jaeyoung, Choi, Wan
User mobility has a large effect on optimal content placement in D2D caching networks. Since a typical user can communicate neighboring users who stay in the D2D communication area of the typical user, the optimal content placement should be changed
Externí odkaz:
http://arxiv.org/abs/2001.00442
Akademický článek
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Publikováno v:
In Ocean Engineering 1 March 2023 271
This paper investigates optimal caching placement for wireless femto-caching network. The average bit error rate (BER) is formulated as a function of caching placement under wireless fading. To minimize the average BER, we propose a greedy algorithm
Externí odkaz:
http://arxiv.org/abs/1605.09519
Autor:
Kim, Jina, Hwang, Hayoung, Yoon, Heeseok, Lee, Jae-Eon, Oh, Ji Min, An, Hongchan, Ji, Hyun Dong, Lee, Seungmi, Cha, Eunju, Ma, Min Jung, Kim, Dong-Su, Lee, Su-Jeong, Kadayat, Tara Man, Song, Jaeyoung, Lee, Sang Woo, Jeon, Jae-Han, Park, Keun-Gyu, Lee, In-Kyu, Jeon, Yong Hyun, Chin, Jungwook, Cho, Sung Jin
Publikováno v:
In European Journal of Medicinal Chemistry 1 November 2020 205
Akademický článek
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