Search Results for author: Kaoru Ota

Found 4 papers, 0 papers with code

An Efficient Imbalance-Aware Federated Learning Approach for Wearable Healthcare with Autoregressive Ratio Observation

no code implementations23 Oct 2023 Wenhao Yan, He Li, Kaoru Ota, Mianxiong Dong

Widely available healthcare services are now getting popular because of advancements in wearable sensing techniques and mobile edge computing.

Edge-computing Federated Learning

Deep Reinforcement Learning Based Multi-Access Edge Computing Schedule for Internet of Vehicle

no code implementations15 Feb 2022 Xiaoyu Dai, Kaoru Ota, Mianxiong Dong

As intelligent transportation systems been implemented broadly and unmanned arial vehicles (UAVs) can assist terrestrial base stations acting as multi-access edge computing (MEC) to provide a better wireless network communication for Internet of Vehicles (IoVs), we propose a UAVs-assisted approach to help provide a better wireless network service retaining the maximum Quality of Experience(QoE) of the IoVs on the lane.

Edge-computing Graph Attention +2

Clairvoyance: Intelligent Route Planning for Electric Buses Based on Urban Big Data

no code implementations9 Dec 2021 Xiangyong Lu, Kaoru Ota, Mianxiong Dong, Chen Yu, Hai Jin

Nowadays many cities around the world have introduced electric buses to optimize urban traffic and reduce local carbon emissions.

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