Institute of Electrical and Electronics Engineers (IEEE)

Computer

, том 56 , издание 12 , страницы 65-79

Artificial Intelligence for Internet of Things as a Service: Small or Big Data, Private or Public Model, Centralized or Federated Learning?

Ying-Dar Lin ¹

Yuan Cheng Lai ²

Didik Sudyana ³

Ruey-Bing Hwang ⁴

Скрыть аффилиации авторов Показать аффилиации авторов: 4 аффилиации

Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan |

Department of Information Management, National Taiwan University of Science and Technology, Taipei, Taiwan |

Electrical Engineering and Computer Science, International Graduate Program of National Yang Ming Chiao Tung University, Hsinchu, Taiwan |

⁴

College of Artificial Intelligence, National Yang Ming Chiao Tung University, Hsinchu, Taiwan |

Тип публикации: Journal Article

Дата публикации: 2023-12-01

Institute of Electrical and Electronics Engineers (IEEE)

Computer

scimago Q2

wos Q2

БС1

SJR: 0.551

CiteScore: 4.4

Impact factor: 2.3

ISSN: 00189162, 15580814

DOI: 10.1109/mc.2023.3303370

Скопировать DOI

General Computer Science

Краткое описание

We propose a generic framework for mapping the training and federation tasks of three artificial intelligence for Internet of Things as a service (AIoTaS) systems to multiple cloud–edge–fog paradigms. A total of 31 possible mappings are identified as possible reference designs for AIoTaS providers.

Найдено

Топ-30

Журналы

	1 2
IEEE Transactions on Network and Service Management	IEEE Transactions on Network and Service Management, 2, 50% IEEE Transactions on Network and Service Management 2 публикации, 50%
ACM Computing Surveys	ACM Computing Surveys, 1, 25% ACM Computing Surveys 1 публикация, 25%
Journal of Computational Methods in Sciences and Engineering	Journal of Computational Methods in Sciences and Engineering, 1, 25% Journal of Computational Methods in Sciences and Engineering 1 публикация, 25%
	1 2

Издатели

	1 2
Institute of Electrical and Electronics Engineers (IEEE)	Institute of Electrical and Electronics Engineers (IEEE), 2, 50% Institute of Electrical and Electronics Engineers (IEEE) 2 публикации, 50%
Association for Computing Machinery (ACM)	Association for Computing Machinery (ACM), 1, 25% Association for Computing Machinery (ACM) 1 публикация, 25%
SAGE	SAGE, 1, 25% SAGE 1 публикация, 25%
	1 2

Мы не учитываем публикации, у которых нет DOI.
Статистика публикаций обновляется еженедельно.

Вы ученый?

Создайте профиль, чтобы получать персональные рекомендации коллег, конференций и новых статей.

Войти с ORCID

Метрики

Цитировать

ГОСТ |

Цитировать

ГОСТ Скопировать

Lin Y. et al. Artificial Intelligence for Internet of Things as a Service: Small or Big Data, Private or Public Model, Centralized or Federated Learning? // Computer. 2023. Vol. 56. No. 12. pp. 65-79.

ГОСТ со всеми авторами (до 50) Скопировать

Lin Y., Lai Y. C., Sudyana D., Hwang R. Artificial Intelligence for Internet of Things as a Service: Small or Big Data, Private or Public Model, Centralized or Federated Learning? // Computer. 2023. Vol. 56. No. 12. pp. 65-79.

RIS |

Цитировать