Multi-Agent Solution for a Cloud-based e-Health Application

被引:0
|
作者
Toader, Cosmin [1 ]
Popescu, Nirvana [1 ]
Ciobanu, Vlad [1 ]
机构
[1] Univ Politehn Bucuresti, Comp Sci Dept, Bucharest, Romania
关键词
multi-agent systems; e-health systems; cloud computing; scalability;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Ubiquitous computing for innovative health-care systems, services and applications became more and more connected to Cloud systems and the applications required a scalable, reliable and secure environments, the containerized environments representing suitable solutions. In this paper we deal with the advantage of multi-agent systems and IoT for e-health applications in scalable platforms. We investigated how Cloud-based model can be adopted. Thus, an architecture was designed for a medical data based intelligent system that processes the collected data and takes the right decisions based on them. This work also presents a drill down into the mobile client architecture focusing on the implementation of some of the simple periodic agents and combining them into complex periodic agents. The pulse-oximetry sensors were considered in this research. In this context, a heart rate simple periodic agent and a SpO2 simple periodic agent were developed. Our model considers that the data measured by the sensors will be used to monitor health status of a patient in real time or to discover threshold values for the data that can be further careful be analyzed and interpreted as a medical pre-diagnosis. (Abstract)
引用
收藏
页码:683 / 690
页数:8
相关论文
共 50 条
  • [21] Modeling of intelligent multi-agent based e-health care system for people with movement disabilities
    Bielskis, A. A.
    Denisovas, V.
    Drungilas, D.
    Gricius, G.
    Ramansauskas, O.
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2008, (06) : 37 - 42
  • [22] Secure and Scalable Cloud-based Architecture for e-Health Wireless sensor networks
    Lounis, Ahmed
    Hadjidj, Abdelkrim
    Bouabdallah, Abdelmadjid
    Challal, Yacine
    2012 21ST INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN), 2012,
  • [23] Distributed Classification: Architecture and Cooperation Protocol in a Multi-agent System for E-Health
    Singer, Nicolas
    Trouilhet, Sylvie
    Rammal, Ali
    Pecatte, Jean-Marie
    AGENT AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS, PT I, PROCEEDINGS, 2010, 6070 : 341 - 350
  • [24] Cloud-based self-triggered coordination for nonlinear multi-agent consensus
    Hong, Shanshan
    Zhang, Yu
    NEUROCOMPUTING, 2023, 520 : 171 - 182
  • [25] Cloud-based multi-agent architecture for effective planning and scheduling of distributed manufacturing
    Mishra, Nishikant
    Singh, Akshit
    Kumari, Sushma
    Govindan, Kannan
    Ali, Syed Imran
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2016, 54 (23) : 7115 - 7128
  • [26] Cloud-Based Optimization: A Quasi-Decentralized Approach to Multi-Agent Coordination
    Hale, M. T.
    Egerstedt, M.
    2014 IEEE 53RD ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2014, : 6635 - 6640
  • [27] E-health Web Application Frameworks Based on Cloud Technology
    Xiong, Naixue
    Zhu, Jinrong
    Lu, Jun
    Liu, Cong
    Wu, Chunxue
    Cheng, Hongju
    JOURNAL OF INTERNET TECHNOLOGY, 2018, 19 (02): : 325 - 340
  • [28] A Multi-Agent Placement System for Virtual Network Functions in a Cloud-Based Architecture
    Retal, Sara
    Idrissi, Abdellah
    Badica, Costin
    Muraretu, Ionut
    2019 21ST INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING (SYNASC 2019), 2020, : 255 - 262
  • [29] A secure cloud-based multi-agent intelligent system for mammogram image diagnosis
    Bhavani, S. R.
    Chilambuchelvan, A.
    Senthilkumar, J.
    Manjula, D.
    Krishnamoorthy, R.
    Kannan, A.
    INTERNATIONAL JOURNAL OF BIOMEDICAL ENGINEERING AND TECHNOLOGY, 2018, 28 (02) : 185 - 202
  • [30] An intelligent cloud-based data processing broker for mobile e-health multimedia applications
    Peddi, Vijay Bharat
    Kuhad, Pallavi
    Yassine, Abdulsalam
    Pouladzadeh, Parisa
    Shirmohammadi, Shervin
    Shirehjini, Ali Asghar Nazari
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 66 : 71 - 86