Evaluating Performance of In-Situ Distributed Processing on IoT Devices by Developing a Workspace Context Recognition Service

被引：0

作者：

Talusan, Jose Paolo ^{[1
]}

Tiausas, Francis ^{[1
]}

Stirapongsasuti, Sopicha ^{[1
]}

Nakamura, Yugo ^{[1
]}

Mizumoto, Teruhiro ^{[1
]}

Yasumoto, Keiichi ^{[1
]}

机构：

[1] Nara Inst Sci & Technol, Nara, Japan

来源：

2019 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS) | 2019年

关键词：

Edge Computing; Internet of Things; Middle-ware; Distributed processing; Activity recognition;

D O I：

10.1109/percomw.2019.8730693

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

With the number of IoT devices expected to exceed 50 billion in 2023, edge and fog computing paradigms are beginning to attract attention as a way to process the massive amounts of raw data being generated. However, these paradigms do not consider the processing capabilities of the existing commodity IoT devices in the wild. In order to solve this challenge, we are developing a new middleware platform called IFoT, which processes various sensor data while considering Quality of Service (QoS) by utilizing the computational resources of heterogeneous IoT devices within an area. This allows smart services to be created and processed in parallel by various IoT devices. In this paper, we show the effectiveness of the IFoT based approach of constructing services. We designed and implemented a workspace context recognition service, utilizing environmental sensor data processed in a distributed manner according to the IFoT framework. We evaluate the QoS of IFoT middle-ware and its feasibility when used on commodity devices such as the Raspberry Pi, through the service.

引用

页码：633 / 638

页数：6

共 2 条

[1] Real-time Distributed In-Situ Benchmarking of Energy Harvesting IoT Devices
Thangarajan, Ashok Samraj
Yang, Fan
Joosen, Wouter
Hughes, Danny
PROCEEDINGS OF THE 2018 WORKSHOP ON MIDDLEWARE AND APPLICATIONS FOR THE INTERNET OF THINGS (M4IOT '18), 2018, : 19 - 24
[2] Context Recognition of Humans and Objects by Distributed Zero-Energy IoT Devices
Higashino, Teruo
Uchiyama, Akira
Saruwatari, Shunsuke
Yamaguchi, Hirozumi
Watanabe, Takashi
2019 39TH IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2019), 2019, : 1787 - 1796

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