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Online Proceedings [Sign in] Tech. Rep. Archives |
All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| NS, IN (Joint) |
2024-02-29 10:10 |
Okinawa | Okinawa Convention Center | Model Shifting Method in Federated Learning Using Distillation Hiromichi Yajima (SIT), Shota Ono (The Univ. of Tokyo), Takumi Miyoshi, Taku Yamazaki (SIT)  NS2023-186 |
Due to the drastic increase in the data for machine learning, distributed machine learning such as federated learning ha... [more] | NS2023-186 pp.86-89 |
| NS | 2023-10-06 10:00 |
Hokkaido | Hokkaidou University + Online (Primary: On-site, Secondary: Online) |
[Poster Presentation]
Initial Evaluation of LPWA Sensing System for Plantations Daiki Sugiyama (Shibaura Inst. of Tech.), Shota Ono, Eri Hosonuma, Yuuki Nishiyama, Kaoru Sezaki (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. of Tech.) NS2023-92 |
Smart agriculture, which cultivates crops based on information collected by sensors, can improve the efficiency of agric... [more] | NS2023-92 pp.117-120 |
| NS | 2023-10-06 15:45 |
Hokkaido | Hokkaidou University + Online (Primary: On-site, Secondary: Online) |
Experiment of Group Construction for Location-Based Distributed Machine Learning Ryota Hasegawa (SIT), Shota Ono (UTokyo), Taku Yamazaki, Takumi Miyoshi (SIT) NS2023-105 |
Distributed machine learning (DML), which executes learning process by cooperating with multiple computers via a network... [more] | NS2023-105 pp.168-171 |
| SeMI, IPSJ-ITS, IPSJ-MBL, IPSJ-DPS | 2023-05-18 18:20 |
Okinawa | Okinawa Institute of Science and Technology (OIST) (Primary: On-site, Secondary: Online) |
Mobility-Aware Timing Control of Parameter Aggregation in Edge Federated Learning Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. of Tech.), Akihito Taya, Yuuki Nishiyama, Kaoru Sezaki (Univ. of Tokyo) SeMI2023-7 |
Services that utilize region-specific data collected by onboard vehicle sensors have been attracting attention. In thes... [more] |
SeMI2023-7 pp.26-29 |
| ICM | 2023-03-17 13:15 |
Okinawa | Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
[Encouragement Talk]
Evaluating Impact of Users' sojourn time on Learning Performance in Spot-Based Federated Learning Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. of Tech.), Akihito Taya, Yuuki Nishiyama, Kaoru Sezaki (Univ. of Tokyo) ICM2022-56 |
In federated learning (FL), each update of the model generates communication, which increases the traffic on the mobile ... [more] | ICM2022-56 pp.80-83 |
| ICM | 2023-03-17 14:45 |
Okinawa | Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
A Location-based Group Construction Method for Distributed Machine Learning Ryota Hasegawa (SIT), Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (SIT) ICM2022-60 |
Recently, machine learning (ML) has been utilized in various situations as a technology for learning from large amounts ... [more] | ICM2022-60 pp.101-104 |
| ICM | 2023-03-17 16:55 |
Okinawa | Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
Backoff-based Opportunistic Routing Using Server-controlled Destination Discovery Takuma Yamazaki (SIT), Eri Hosonuma, Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (SIT) ICM2022-66 |
Backoff-based opportunistic routing (OR) autonomously selects forwarders based on a random backoff time calculated by co... [more] | ICM2022-66 pp.135-138 |
| NS | 2022-10-05 17:05 |
Hokkaido | Hokkaidou University + Online (Primary: On-site, Secondary: Online) |
[Invited Lecture]
Reducing Device Processing Load and Communication Overhead by Distillation in Federated Learning Hiromichi Yajima, Takumi Miyoshi, Taku Yamazaki (Shibaura Inst. of Tech.), Shota Ono (The Univ. of Tokyo) NS2022-87 |
In recent years, machine learning has been used in many cases to discover the rules or to predict future results from a ... [more] | NS2022-87 pp.29-32 |
| ICM | 2022-03-04 14:30 |
Online | Online | [Encouragement Talk]
Relay Area Restriction Based on Node Density in Cellular Network Assisted MANET Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. of Tech.), Yuuki Nishiyama, Kaoru Sezaki (Univ. of Tokyo) ICM2021-55 |
In recent years, there has been a rapid increase in the number of mobile nodes that are capable of collecting location i... [more] | ICM2021-55 pp.68-71 |
| NS | 2021-10-07 10:05 |
Online | Online | Improving Device Processing Cost by Distillation in Federated Learning Hiromichi Yajima (Shibaura Inst. Tech), Shota Ono (The Univ. of Tokyo), Takumi Miyoshi, Taku Yamazaki, Thomas Silverston (Shibaura Inst. Tech) |
In recent years, machine learning technology has been used in many cases to discover common and hidden patterns and rule... [more] | |
| NS | 2021-10-07 11:30 |
Online | Online | An SDN-based Routing Method to Reduce Delay for Vehicular Ad Hoc Networks Kazuya Hirata (Shibaura Inst. Tech.), Shota Ono (The Univ. of Tokyo), Takumi Miyoshi, Taku Yamazaki, Thomas Silverston (Shibaura Inst. Tech.) |
[more] | |
| ICM | 2020-03-02 09:20 |
Okinawa | Ohama Nobumoto Memorial Hall (Cancelled but technical report was issued) |
Route Construction Method Based on Traffic Load for Cellular-assisted MANET Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. of Tech.), Kaoru Sezaki (Univ. of Tokyo) ICM2019-41 |
MANET (Mobile ad-hoc network) forms an autonomous decentralized network by using wireless nodes. In MANET, some reactive... [more] | ICM2019-41 pp.1-4 |
| IN, NS (Joint) |
2019-03-05 13:30 |
Okinawa | Okinawa Convention Center | Ad Hoc Routing with Restricted Relay Nodes Based on their Location Information Shota Ono, Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. Tech.) NS2018-278 |
In MANET~(mobile ad hoc network), radio interferences and terminal mobility decrease the packet arrival rate due to dyna... [more] | NS2018-278 pp.491-494 |
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