Zobrazeno 1 - 10
of 495
pro vyhledávání: '"Jaekyun Moon"'
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031250811
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::23f937964d9d04c1428900a80cbac43a
https://doi.org/10.1007/978-3-031-25082-8_7
https://doi.org/10.1007/978-3-031-25082-8_7
Publikováno v:
IEEE Transactions on Wireless Communications. 20:8204-8217
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9957a4cba06740a67b9f93e17e19b095
https://doi.org/10.1109/twc.2021.3091465
https://doi.org/10.1109/twc.2021.3091465
Publikováno v:
IEEE Journal on Selected Areas in Communications. 39:3870-3885
We consider federated learning (FL) with multiple wireless edge servers having their own local coverage. We focus on speeding up training in this increasingly practical setup. Our key idea is to utilize the clients located in the overlapping coverage
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::30e8e360699ec31df9361ce4dbec5dc7
https://doi.org/10.1109/jsac.2021.3118422
https://doi.org/10.1109/jsac.2021.3118422
Publikováno v:
IEEE Transactions on Wireless Communications
Wireless caching networks have been extensively researched as a promising technique for supporting the massive data traffic of multimedia services. Many of the existing studies on real-data traffic have shown that users of a multimedia service consec
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::367e78afcd1ce314c01ce15dab6f9ba0
https://doi.org/10.1109/twc.2020.3044076
https://doi.org/10.1109/twc.2020.3044076
Publikováno v:
IEEE Transactions on Wireless Communications. 20:2266-2281
Distributed learning plays a key role in reducing the training time of modern deep neural networks with massive datasets. In this article, we consider a distributed learning problem where gradient computation is carried out over a number of computing
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d6241b0b898377bd3dc4dcc14fbf314d
https://doi.org/10.1109/twc.2020.3040792
https://doi.org/10.1109/twc.2020.3040792
Autor:
Suk Kwang Park, Jaekyun Moon
Publikováno v:
IEEE Transactions on Circuits and Systems I: Regular Papers. 68:1183-1192
We characterize inter-cell interference in commercial three-dimensional NAND flash memory. By writing random data into 3D NAND and collecting sample means and sample variances of cell values corresponding to a particular set of input values in fixed
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4975d9c32e720459fe06c5d0c3728af3
https://doi.org/10.1109/tcsi.2020.3047484
https://doi.org/10.1109/tcsi.2020.3047484
Autor:
Hyegyeong Park, Jaekyun Moon
Publikováno v:
IEEE Transactions on Computers. 69:1809-1822
We study the potential enhancement of the read access speed in high-performance solid-state drives (SSDs) by coding, given speed variations across the multiple flash interfaces and assuming occasional local memory failures. Our analysis is based on a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d14b7d4954f5e397d8b25e14b7f4b79c
https://doi.org/10.1109/tc.2020.2978823
https://doi.org/10.1109/tc.2020.2978823
Publikováno v:
IEEE Transactions on Information Theory. 65:7646-7668
This paper investigates interplay among storage overhead, bandwidth requirement, and security constraint in distributed storage. In the model used in our analysis, storage nodes are dispersed in multiple clusters. When a node fails, necessary content
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::52ca848d461ede81fb78dba9f0944500
https://doi.org/10.1109/tit.2019.2924895
https://doi.org/10.1109/tit.2019.2924895
Publikováno v:
IEEE Transactions on Wireless Communications. 18:4846-4858
In this paper, we propose a joint dynamic power control and user pairing algorithm for power-efficient and delay-constrained hybrid multiple access systems. In a hybrid multiple access system, user pairing determines whether the transmitter serves as
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8f85525ae0137055d8737f38bdddf12d
https://doi.org/10.1109/twc.2019.2929809
https://doi.org/10.1109/twc.2019.2929809
Publikováno v:
INFOCOM
Recent proliferation of mobile devices and edge servers (e.g., small base stations) strongly motivates distributed learning at the wireless edge. In this paper, we propose a fast and secure distributed learning framework that utilizes computing resou
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::08a50d3a70c2ca91068772e0addc8cec
https://doi.org/10.1109/infocom42981.2021.9488860
https://doi.org/10.1109/infocom42981.2021.9488860