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20112022
most citedCommunication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

434 citations · 1k across the 53 of their papers we have counts for

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Showing 2017Show all

5 papers · 1 filter

cs.NI2017★ 1 cited

Enhancing TCP End-to-End Performance in Millimeter-Wave Communications

Minho Kim, Seung-Woo Ko, Seong-Lyun Kim

Recently, millimeter-wave (mmWave) communications have received great attention due to the availability of large spectrum resources. Nevertheless, their impact on TCP performance h…

cs.IT2017★ 3 cited

Revisiting Frequency Reuse towards Supporting Ultra-Reliable Ubiquitous-Rate Communication

Jihong Park, Dong Min Kim, Petar Popovski +1

One of the goals of 5G wireless systems stated by the NGMN alliance is to provide moderate rates (50+ Mbps) everywhere and with very high reliability. We term this service Ultra-Re…

cs.NI2017★ 1 cited

Ultra-Dense Edge Caching under Spatio-Temporal Demand and Network Dynamics

Hyesung Kim, Jihong Park, Mehdi Bennis +2

This paper investigates a cellular edge caching design under an extremely large number of small base stations (SBSs) and users. In this ultra-dense edge caching network (UDCN), SBS…

cs.IT2017★ 2 cited

Sense-and-Predict: Opportunistic MAC Based on Spatial Interference Correlation for Cognitive Radio Networks

Jeemin Kim, Seung-Woo Ko, Han Cha +1

Opportunity detection at secondary transmitters (TXs) is a key technique enabling cognitive radio (CR) networks. Such detection however cannot guarantee reliable communication at s…

cs.NI2017★ 2 cited

Cooperative Transmissions in Ultra-Dense Networks under a Bounded Dual-Slope Path Loss Model

Yanpeng Yang, Ki Won Sung, Jihong Park +2

In an Ultra-dense network (UDN) where there are more base stations (BSs) than active users, it is possible that many BSs are instantaneously left idle. Thus, how to utilize these d…