activity
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

collaborators
Showing 2016Show all

6 papers · 1 filter

cs.IT2016★ 8 cited

Stochastic Geometry Analysis of Normalized SNR-Based Scheduling in Downlink Cellular Networks

Takuya Ohto, Koji Yamamoto, Seong-Lyun Kim +2

The coverage probability and average data rate of normalized SNR-based scheduling in a downlink cellular network are derived by modeling the locations of the base stations and user…

cs.NI2016

Co-primary Spectrum Sharing for Inter-operator Device-to-Device Communication

Byungjin Cho, Konstantinos Koufos, Riku Jäntti +1

The business potential of device-to-device (D2D) communication including public safety and vehicular communications will be realized only if direct communication between devices su…

cs.NI2016

Cognitive Random Access for Internet-of-Things Networks

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

This paper focuses on cognitive radio (CR) internet- of-things (IoT) networks where spectrum sensors are deployed for IoT CR devices, which do not have enough hardware capability t…

cs.IT2016

Live Prefetching for Mobile Computation Offloading

Seung-Woo Ko, Kaibin Huang, Seong-Lyun Kim +1

The conventional designs of mobile computation offloading fetch user-specific data to the cloud prior to computing, called offline prefetching. However, this approach can potential…

cs.IT2016

Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks

Jihong Park, Mehdi Bennis, Seong-Lyun Kim +1

This article investigates the performance of an ultra-dense network (UDN) from an energy-efficiency (EE) standpoint leveraging the interplay between stochastic geometry (SG) and me…

cs.IT2016

User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics

Jihong Park, Sang Yeob Jung, Seong-Lyun Kim +2

This article investigates the mobility management of an ultra dense cellular network (UDN) from an energy-efficiency (EE) point of view. Many dormant base stations (BSs) in a UDN d…