Performance evaluations of iot device virtualization for efficient resource utilization

Keigo Ogawa, Hibiki Sekine, Kenji Kanai, Kenichi Nakamura, Hidehiro Kanemitsu, Jiro Katto, Hidenori Nakazato

研究成果: Conference contribution

5 被引用数 (Scopus)

抄録

To develop and interoperate smart city applications efficiently, smart city IoT platforms require efficient handling of various types of sensor devices, networking and computing resources, and different domain applications. To address this fact, the authors of this paper proposed a research project named 'Fed4IoT', which is an acronym for federation of IoT and cloud infrastructures, to provide scalable and interoperable smart city applications. The project primarily proposes two key technologies: IoT device virtualization and context-information sharing. In this paper, we introduce the IoT device virtualization (one of key technology in Fed4IoT) that enables efficient utilization of networking and computing resources by applying a micro-service sharing and dynamic resource scaling. In the performance evaluations, we implement three micro services, such as object detection, garbage detection and road damage detection, as smart city applications and dynamically and flexibly allocate computing resources to three micro services by using Docker and Kubernetes. Through the evaluations we validate that the proposed IoT device virtualization achieves the efficient computing resource utilization and reduction of networking resources.

本文言語English
ホスト出版物のタイトルGlobal IoT Summit, GIoTS 2019 - Proceedings
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781728121710
DOI
出版ステータスPublished - 2019 6月
イベント3rd Global IoT Summit, GIoTS 2019 - Aarhus, Denmark
継続期間: 2019 6月 172019 6月 21

出版物シリーズ

名前Global IoT Summit, GIoTS 2019 - Proceedings

Conference

Conference3rd Global IoT Summit, GIoTS 2019
国/地域Denmark
CityAarhus
Period19/6/1719/6/21

ASJC Scopus subject areas

  • 人工知能
  • コンピュータ ネットワークおよび通信
  • コンピュータ サイエンスの応用
  • 地理、計画および開発
  • ハードウェアとアーキテクチャ

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