I-Health: SDN-Based Fog Architecture for IIoT Applications in Healthcare

被引:20
作者
Sarkar, Joy Lal [1 ]
Ramasamy, V [2 ]
Majumder, Abhishek [1 ]
Pati, Bibudhendu [3 ]
Panigrahi, Chhabi Rani [3 ]
Wang, Weizheng [4 ,5 ]
Qureshi, Nawab Muhammad Faseeh [6 ]
Su, Chunhua [7 ]
Dev, Kapal [8 ]
机构
[1] Tripura Univ, Dept Comp Sci & Engn, Agartala 799022, Tripura, India
[2] Vel Tech Rangarajan Dr Sagunthala R&D Inst Sci & T, Dept Comp Sci & Engn, Chennai 600062, Tamil Nadu, India
[3] Rama Devi Womens Univ, Bhubaneswar 751022, Odisha, India
[4] City Univ Hong Kong, Comp Sci Dept, Hong Kong, Peoples R China
[5] Univ Aizu, Div Comp Sci, Fukushima 9658580, Japan
[6] Sungkyunkwan Univ, Dept Comp Educ, Seoul 03063, South Korea
[7] Univ Aizu, Div Comp Sci, Fukushima 9658580, Japan
[8] Univ Johannesburg, Dept Inst Intelligent Syst, ZA-1809 Johannesburg, South Africa
关键词
Fog node; IIoT; patient; SDN; sensors; EDGE; CLOUD;
D O I
10.1109/TCBB.2022.3193918
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The Industrial Internet of Things (IIoT) has been introduced in an era of increasingly broad potentials in the medical industry. In recent years, IIoT-based healthcare applications have grown in popularity, with the majority of them relying on Wireless Body Area Network (WBAN) for flexibility. There have been a few recent works that have investigated SDN-based fog architecture for constructing smart healthcare systems. However, the best fog node from the fog layer must be identified and limit the transmission of unnecessary data. To address this issue, the Intelligent Software-defined Fog Architecture (i-Health) is developed in this work. Based on the prior data pattern of each patient, the controller will decide whether to send the data to the fog layer. Furthermore, we introduced the Fog Ranking Service (FRS) and Fog Probing Service (FPS) to select the best fog node. The performance comparison reveals that the proposed i-Health outperforms existing benchmark approaches.
引用
收藏
页码:644 / 651
页数:8
相关论文
共 38 条
  • [1] Scheduling Internet of Things requests to minimize latency in hybrid Fog-Cloud computing
    Aburukba, Raafat O.
    AliKarrar, Mazin
    Landolsi, Taha
    El-Fakih, Khaled
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 111 (539-551): : 539 - 551
  • [2] Al Ahmad Mahmoud, 2020, Progress in Computing, Analytics and Networking. Proceedings of ICCAN 2019. Advances in Intelligent Systems and Computing (AISC 1119), P567, DOI 10.1007/978-981-15-2414-1_57
  • [3] [Anonymous], 2012, P MCC WORKSH MOB CLO, DOI [DOI 10.1145/2342509.2342513, 10.1145/2342509.2342513]
  • [4] Ao BK, 2015, CHINA COMMUN, V12, P1, DOI 10.1109/CC.2015.7114054
  • [5] Toward a Heterogeneous Mist, Fog, and Cloud-Based Framework for the Internet of Healthcare Things
    Asif-Ur-Rahman, Md
    Afsana, Fariha
    Mahmud, Mufti
    Kaiser, M. Shamim
    Ahmed, Muhammad R.
    Kaiwartya, Omprakash
    James-Taylor, Anne
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (03) : 4049 - 4062
  • [6] Leveraging IoT and Fog Computing in Healthcare Systems
    Awaisi, Kamran Sattar
    Hussain, Shahid
    Ahmed, Mansoor
    Khan, Arif Ali
    Ahmed, Ghufran
    [J]. IEEE Internet of Things Magazine, 2020, 3 (02): : 52 - 56
  • [7] How Can Edge Computing Benefit From Software-Defined Networking: A Survey, Use Cases, and Future Directions
    Baktir, Ahmet Cihat
    Ozgovde, Atay
    Ersoy, Cem
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2017, 19 (04): : 2359 - 2391
  • [8] Mobi-Flow: Mobility-Aware Adaptive Flow-Rule Placement in Software-Defined Access Network
    Bera, Samaresh
    Misra, Sudip
    Obaidat, Mohammad S.
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, 18 (08) : 1831 - 1842
  • [9] Cicioglu M., 2018, P IEEE 6 INT C CONTR, P1
  • [10] Automotive virtual edge communicator (AVEC) with vehicular inter-agent service orchestration and resourcing (ViSOR)
    Copeland, Rebecca
    Copeland, Michael
    Ahvar, Shohreh
    Crespi, Noel
    Shagdar, Oyunchimeg
    Durand, Romain
    [J]. ANNALS OF TELECOMMUNICATIONS, 2019, 74 (9-10) : 655 - 662