@inproceedings{3b8bbddc0f7245ef9aacebbf229f7f64,
title = "Selective Combination and Management of Distributed Machine Learning Models",
abstract = "This study presents a method for selecting and combining feature models constructed by the machine learning on the processing task capability. The evaluation of combining the feature models shows that the processing task capability can be improved by selecting and reaching feature models based on their similarity to the vector of queries without combining all feature models. Then, we discuss a method for constructing logical the R-Tree algorithm on the distributed fog nodes. For future work, we will implement the proposed method on various types of data.",
keywords = "Distributed future model, Fog computing model, Similarity of future models",
author = "Takeshi Tsuchiya and Ryuichi Mochizuki and Hiroo Hirose and Tetsuyasu Yamada and Keiichi Koyanagi and Minh, {Quang Tran}",
note = "Funding Information: Work by Tran Minh Quang acknowledges the support of time and facilities from Ho Chi Minh City University of Technology (HCMUT), VNU-HCM. Funding Information: Acknowledgement. This research was partially supported by the Ministry of Education, Science, Sports and Culture, Grant-in Aid for Scientific Research (C), 2021–2023 21K11850, Takeshi TSUCHIYA. Publisher Copyright: {\textcopyright} 2021, Springer Nature Switzerland AG.; 8th International Conference on Future Data and Security Engineering , FDSE 2021 ; Conference date: 24-11-2021 Through 26-11-2021",
year = "2021",
doi = "10.1007/978-3-030-91387-8_8",
language = "English",
isbn = "9783030913861",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "113--124",
editor = "Dang, {Tran Khanh} and Josef K{\"u}ng and Chung, {Tai M.} and Makoto Takizawa",
booktitle = "Future Data and Security Engineering - 8th International Conference, FDSE 2021, Proceedings",
}