Information management in IoT cloud-based tele-rehabilitation as a service for smart cities: Comparison of NoSQL approaches

被引:27
|
作者
Celesti, Antonio [1 ,7 ]
Lay-Ekuakille, Aime [2 ]
Wan, Jiafu [3 ]
Fazio, Maria [1 ,5 ]
Celesti, Fabrizio [4 ]
Romano, Agata [6 ]
Bramanti, Placido [5 ]
Villari, Massimo [1 ,5 ]
机构
[1] Univ Messina, Dept Math Comp Phys & Earth Sci MIFT, Messina, Italy
[2] Univ Salento, Dept Innovat Engn, Lecce, Italy
[3] South China Univ Technol, Sch Mech & Automot Engn, Guangzhou, Guangdong, Peoples R China
[4] Univ Insubria, Dept Med & Surg, Varese, Italy
[5] IRCCS Ctr Neurolesi Bonino Pulejo, Messina, Italy
[6] Prov Hlth Agcy ASP Messina, Messina, Italy
[7] CINI Big Data Lab, Florence, Italy
关键词
Smart cities; Healthcare; Tele-rehabilitation; Sensor and actuators; Remote monitoring; Cloud computing; Internet of Thing; Big data; NoSQL DBMS; Measurement; DATA-STORAGE; SYSTEM; DESIGN; CARE;
D O I
10.1016/j.measurement.2019.107218
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Nowadays, recent advancements in ICT have sped up the development of new services for smart cities in different application domains. One of these is definitely healthcare. In this context, remote patient monitoring and rehabilitation activities can take place either in satellite hospital centres or directly in citizens' homes. Specifically, using a combination of Cloud computing, Internet of Things (IoT) and big data analytics technologies, patients with motor disabilities can be remotely assisted avoiding stressful waiting times and overcoming geographical barriers. This paper focuses on the Tele-Rehabilitation as a Service (TRaaS) concept. Such a service generates healthcare big data coming from remote rehabilitation devices used by patients that need to be processed in the hospital Cloud. Specifically, after a feasibility analysis, by using a Lokomat dataset as sample, we measured and compared the performances of four of the major NoSQL DBMS(s) demonstrating that the document approach well suits our case study. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页数:12
相关论文
共 15 条
  • [1] Cloud-based Smart Waste Management for Smart Cities
    Aazam, Mohanunad
    St-Hilaire, Marc
    Lung, Chung-Horng
    Lambadaris, Ioatmis
    2016 IEEE 21ST INTERNATIONAL WORKSHOP ON COMPUTER AIDED MODELLING AND DESIGN OF COMMUNICATION LINKS AND NETWORKS (CAMAD), 2016, : 188 - 193
  • [2] Cloud-based Non-invasive Tele-rehabilitation Exercise Monitoring
    Li, Saiyi
    Pathirana, Pubudu N.
    2014 IEEE CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES), 2014, : 385 - 390
  • [3] Cloud-Based IoT Applications and Their Roles in Smart Cities
    Alam, Tanweer
    SMART CITIES, 2021, 4 (03): : 1196 - 1219
  • [4] Towards the Development of Tele-Rehabilitation System Based on Virtual Reality Environment and Cloud Service
    Cha, Y. R.
    Kim, J. Y.
    Gu, W. H.
    Lee, S. A.
    Jung, B. K.
    ADVANCED SCIENCE LETTERS, 2017, 23 (12) : 12807 - 12811
  • [5] Performance evaluation of FIWARE: A cloud-based IoT platform for smart cities
    Araujo, Victor
    Mitra, Karan
    Saguna, Saguna
    Ahlund, Christer
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 132 : 250 - 261
  • [6] Building Smart Cities Applications using IoT and Cloud-based Architectures
    Kaur, Maninder Jeet
    Maheshwari, Piyush
    2016 INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS AND COMPUTER SYSTEMS (CIICS), 2016,
  • [7] A framework for cloud-based context-aware information services for citizens in smart cities
    Zaheer Khan
    Saad Liaquat Kiani
    Kamran Soomro
    Journal of Cloud Computing, 3 (1)
  • [8] A framework for cloud-based context-aware information services for citizens in smart cities
    Khan, Zaheer
    Kiani, Saad Liaquat
    Soomro, Kamran
    JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2014, 3
  • [9] A Cloud-Based Car Parking Middleware for IoT-Based Smart Cities: Design and Implementation
    Ji, Zhanlin
    Ganchev, Ivan
    O'Droma, Mairtin
    Zhao, Li
    Zhang, Xueji
    SENSORS, 2014, 14 (12) : 22372 - 22393
  • [10] C2IoT: A framework for Cloud-based Context-aware Internet of Things services for smart cities
    Faieq, Soufiane
    Saidi, Rajaa
    Elghazi, Hamid
    Rahmani, Moulay Driss
    14TH INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS AND PERVASIVE COMPUTING (MOBISPC 2017) / 12TH INTERNATIONAL CONFERENCE ON FUTURE NETWORKS AND COMMUNICATIONS (FNC 2017) / AFFILIATED WORKSHOPS, 2017, 110 : 151 - 158