Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
CQ, MIKA (Joint) |
2023-08-31 15:30 |
Fukushima |
Tenjin-Misaki Sports Park |
Performance Analysis of On-device Hierarchical Federated Learning Frameworks Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2023-28 |
In the rapidly advancing field of artificial intelligence and deep learning, centralized architectures exhibit inherent ... [more] |
CQ2023-28 pp.14-19 |
CQ, MIKA (Joint) |
2023-08-31 15:55 |
Fukushima |
Tenjin-Misaki Sports Park |
Semantic Communication with Masked Autoencoders: Enhancing Efficiency in Image Transmission Jiale Wu, Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2023-29 |
Semantic communication, a promising candidate for 6G technology, has become a research hot spot. However, existing studi... [more] |
CQ2023-29 pp.20-25 |
CQ, MIKA (Joint) |
2023-08-31 16:20 |
Fukushima |
Tenjin-Misaki Sports Park |
Enhancing Communication Efficiency for UAV Networks through Knowledge Distillation and Transfer Learning in Federated Learning Yalong Li, Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2023-30 |
Federated learning (FL) in unmanned aerial vehicles (UAVs) networks demands considerable communication resources to tran... [more] |
CQ2023-30 pp.26-31 |
DC, CPSY, IPSJ-SLDM, IPSJ-EMB, IPSJ-ARC [detail] |
2023-03-23 15:20 |
Kagoshima |
Amagi Town Disaster Prevention Center (Tokunoshima) (Primary: On-site, Secondary: Online) |
Effectiveness of Multi-Hop D2D Communication in Mobile Cooperative Cache Masashi Miyahara, Taiki Akiba, Ken Hagiwara, Celimuge Wu, Tsutomu Yoshinaga (UEC) CPSY2022-37 DC2022-96 |
In recent years, Internet traffics have been increasing significantly with the rise of VOD and the increase in the quali... [more] |
CPSY2022-37 DC2022-96 pp.19-24 |
IMQ, IE, MVE, CQ (Joint) [detail] |
2023-03-16 16:05 |
Okinawa |
Okinawaken Seinenkaikan (Naha-shi) (Primary: On-site, Secondary: Online) |
Automated Driving Methods Using Federated Learning Koki Ono, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2022-99 |
When learning autonomous driving behavior using machine learning, a huge amount of driving data is required, and a large... [more] |
CQ2022-99 pp.96-101 |
IA, CQ, MIKA (Joint) |
2022-09-15 13:25 |
Hokkaido |
Hokkaido Citizens Actives Center (Primary: On-site, Secondary: Online) |
Fuzzy Logic based Client Selection for Federated Learning in IoT Zhaoyang Du, Celimuge, Tsutomu Yoshinaga (UEC) CQ2022-29 |
With the rapid development of IoT, more and more advanced sensor devices are used to collect and process a large number ... [more] |
CQ2022-29 pp.36-41 |
IA, CQ, MIKA (Joint) |
2022-09-15 13:50 |
Hokkaido |
Hokkaido Citizens Actives Center (Primary: On-site, Secondary: Online) |
Secure outsourcing data integrity auditing for Internet of Things in cloud-edge environment Yangfei Lin, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2022-30 |
The number of IoT devices has expanded greatly last few years. Given the feature of limited computing and storage resour... [more] |
CQ2022-30 pp.42-47 |
IA, CQ, MIKA (Joint) |
2022-09-15 15:35 |
Hokkaido |
Hokkaido Citizens Actives Center (Primary: On-site, Secondary: Online) |
A Communication-Efficient Distributed Machine Learning Scheme in Vehicular Network Yalong Li, Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2022-33 |
[more] |
CQ2022-33 pp.50-55 |
IA, CQ, MIKA (Joint) |
2022-09-15 16:00 |
Hokkaido |
Hokkaido Citizens Actives Center (Primary: On-site, Secondary: Online) |
DRL-assisted Network Selection for Federated Learning Ganggui Wang, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2022-34 |
Recently, with the development of wireless communication technologies such as 5G, more and more devices communicate thro... [more] |
CQ2022-34 pp.56-61 |
IA, CQ, MIKA (Joint) |
2022-09-15 17:25 |
Hokkaido |
Hokkaido Citizens Actives Center (Primary: On-site, Secondary: Online) |
A Fuzzy Logic-based Approach for Interface Selection in IEEE 802.11ad/IEEE 802.11ac Heterogeneous Wireless Networks Yue Ren, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2022-37 |
Currently, in order to meet huge traffic growth, heterogeneous wireless networks consisting of multiple wireless communi... [more] |
CQ2022-37 pp.73-79 |
CPSY, DC, IPSJ-ARC [detail] |
2022-07-28 11:30 |
Yamaguchi |
Kaikyo Messe Shimonoseki (Primary: On-site, Secondary: Online) |
An Efficient Content Sharing for the User QoE Improvement in Mobile Cooperative Cache Taiki Akiba, Celimuge Wu, Tsutomu Yoshinaga (UEC) CPSY2022-7 DC2022-7 |
In recent years, a load on base stations has been increasing due to an increase in the number of mobile users and a high... [more] |
CPSY2022-7 DC2022-7 pp.35-40 |
CQ, IMQ, MVE, IE (Joint) [detail] |
2022-03-10 10:20 |
Online |
Online (Zoom) |
Greenhouse temperature control based on fuzzy logic and image processing Chuan Lu, Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2021-115 |
In order to address the adverse effects of temperature on tomato growth, a greenhouse temperature control system was dev... [more] |
CQ2021-115 pp.82-87 |
CQ, MIKA (Joint) |
2021-09-09 10:05 |
Online |
Online |
Load balancing method using reinforcement learning between edge and cloud Hiroki Kobari, Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2021-38 |
Recently, edge computing has attracted more and more attention. Compared with traditional cloud computing, edge computin... [more] |
CQ2021-38 pp.6-10 |
CQ, MIKA (Joint) |
2021-09-09 10:25 |
Online |
Online |
A Distributed Computation Offloading Strategy for Edge Computing based on Deep Reinforcement Learning Hongyang Lai (UESTC), Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2021-39 |
[more] |
CQ2021-39 pp.11-16 |
CQ, MIKA (Joint) |
2021-09-10 10:10 |
Online |
Online |
Deep Reinforcement Learning Based Mode Selection for Coexistence of D2D-Unlicensed and Wi-Fi Wang Ganggui, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2021-52 |
The use of unlicensed bands on Device to Device (D2D) communication provides support for shortage of spectrum resources.... [more] |
CQ2021-52 pp.71-76 |
CQ, MIKA (Joint) |
2021-09-10 11:20 |
Online |
Online |
A UAV-empowered Routing Protocol for Federated Learning in Delay Tolerant Environments Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2021-55 |
While vehicular federated learning (FL) systems can be used for various purposes, including traffic monitoring and people... [more] |
CQ2021-55 pp.88-93 |
CPSY, RECONF, VLD, IPSJ-ARC, IPSJ-SLDM [detail] |
2021-01-26 09:00 |
Online |
Online |
Acceleration of Database Query Processing Using FPGA Hirohiko Ozaku (UEC), Masato Yoshimi (TIS), Celimuge Wu, Tsutomu Yoshinaga (UEC) VLD2020-55 CPSY2020-38 RECONF2020-74 |
A bottleneck of Big data analysis is a time to transfer large amount of data to the main memory from the storage. The da... [more] |
VLD2020-55 CPSY2020-38 RECONF2020-74 pp.90-95 |
NS, ICM, CQ, NV (Joint) |
2020-11-27 12:10 |
Online |
Online |
Performance Analysis of D2D-Unlicensed Communications with Mode Selection Ganggui Wang, Celimuge Wu, Tsutomu Yoshinaga (UEC), Yusheng Ji (NII) CQ2020-59 |
With the increasing density of mobile devices, smaller and smaller distance between devices brings some new communicatio... [more] |
CQ2020-59 pp.66-71 |
CQ |
2020-09-03 13:30 |
Osaka |
Osaka University Nakanoshima Center (Primary: On-site, Secondary: Online) |
Development of a crop monitoring system using edge computing Yilong Chen, Celimuge Wu, Tsutomu Yoshinaga (UEC) CQ2020-38 |
The combination of internet of things (IoT) with edge computing will open a new era to monitor crops. An efficient IoT s... [more] |
CQ2020-38 pp.21-25 |
CPSY, DC, IPSJ-ARC [detail] |
2020-07-31 11:30 |
Online |
Online |
Task Offloading of a Distributed and Cooperative Cache Server using FPGA Teppei Yamagishi (UEC), Masato Yoshimi (TIS), Celimuge Wu, Tsutomu Yoshinaga (UEC) CPSY2020-10 DC2020-10 |
A distributed and cooperative cache server has been proposed to reduce the Internet traffic which increases by spread of... [more] |
CPSY2020-10 DC2020-10 pp.61-66 |