An Edge-Based Architecture to Support Efficient Applications for Healthcare Industry 4.0

被引:234
|
作者
Pace, Pasquale [1 ]
Aloi, Gianluca [1 ]
Gravina, Raffaele [1 ]
Caliciuri, Giuseppe [1 ]
Fortino, Giancarlo [1 ]
Liotta, Antonio [2 ]
机构
[1] Univ Calabria, Dept Informat Modeling Elect & Syst, I-87036 Arcavacata Di Rende, Italy
[2] Univ Derby, Dept Elect Comp & Math, Derby DE22 1GB, England
基金
欧盟地平线“2020”;
关键词
Body sensor networks; cloud computing; edge computing; heart rate variability; internet of things; HEART-RATE-VARIABILITY;
D O I
10.1109/TII.2018.2843169
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Edge computing paradigm has attracted many interests in the last few years as a valid alternative to the standard cloud-based approaches to reduce the interaction timing and the huge amount of data coming from Internet of Things (IoT) devices toward the Internet. In the next future, Edge-based approaches will be essential to support time-dependent applications in the Industry 4.0 context; thus, the paper proposes BodyEdge, a novel architecture well suited for human-centric applications, in the context of the emerging healthcare industry. It consists of a tiny mobile client module and a performing edge gateway supporting multiradio and multitechnology communication to collect and locally process data coming from different scenarios; moreover, it also exploits the facilities made available from both private and public cloud platforms to guarantee a high flexibility, robustness, and adaptive service level. The advantages of the designed software platform have been evaluated in terms of reduced transmitted data and processing time through a real implementation on different hardware platforms. The conducted study also highlighted the network conditions (data load and processing delay) in which BodyEdge is a valid and inexpensive solution for healthcare application scenarios.
引用
收藏
页码:481 / 489
页数:9
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