Real-Time Information Exchange Strategy for Large Data Volumes Based on IoT

被引:1
作者
Du, Jin [1 ]
机构
[1] Qingdao Univ, Coll Comp Sci & Technol, Qingdao 266071, Shandong, Peoples R China
关键词
SECURITY THREATS; INTERNET; THINGS; SMART;
D O I
10.1155/2022/2882643
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, we study and analyse the real-time information exchange strategy of big data in the Internet of Things (IoT) and propose a primitive sensory data storage method (TSBPS) based on spatial-temporal chunking preprocessing, which substantially improves the speed of near real-time storage and writing of microsensory data through spatial-temporal prechunking, data compression, cache batch writing, and other techniques. The model is based on the idea of partitioning, which divides the storage and query of perceptual data into the microperceptual data layer and the perceptual data layer. The microaware data layer mainly studies the storage optimization and query optimization of raw sensory data and cleaned valid data; the aware data is the aggregation and statistics of microaware data, and the aware data layer mainly studies the storage optimization and query optimization of aware data. By arranging multiple wireless sensors at key monitoring points to collect corresponding data, building the core data service backend of the system, defining multifunctional servers, and constructing an optimal database model, we effectively solve the parameter collection and classification aggregation processing of different devices. To address the requirement of reliable and secure transmission in the process, we design a highly concurrent and high-performance TCP-based socket two-layer transmission framework and introduce the asymmetric encryption method (RSA) and data integrity verification method to design a transmission protocol that is both reliable and secure. The integration of big data and IoT is bound to bring the intelligence of human society to a new level with unlimited development prospects.
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页数:10
相关论文
共 21 条
  • [1] An efficient employment of internet of multimedia things in smart and future agriculture
    AlZu'bi, Shadi
    Hawashin, Bilal
    Mujahed, Muhannad
    Jararweh, Yaser
    Gupta, Brij B.
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (20) : 29581 - 29605
  • [2] Energy Big Data Security Threats in IoT-Based Smart Grid Communications
    Chin, Wen-Long
    Li, Wan
    Chen, Hsiao-Hwa
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (10) : 70 - 75
  • [3] The Internet-of-Battlefield-Things (IoBT)-Based Enemy Localization Using Soldiers Location and Gunshot Direction
    Gaikwad, Nikhil B.
    Ugale, Hrishikesh
    Keskar, Avinash
    Shivaprakash, N. C.
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (12) : 11725 - 11734
  • [4] Ghosh G., 2020, J Comput Theor Nanosci, V17, P2582
  • [5] A Modified Multi-objective Particle Swarm Optimizer-Based Levy Flight: An Approach Toward Intrusion Detection in Internet of Things
    Habib, Maria
    Aljarah, Ibrahim
    Faris, Hossam
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2020, 45 (08) : 6081 - 6108
  • [6] Habibzadeh H, 2020, IEEE INTERNET THINGS, V7, P53, DOI [10.1109/JIOT.2019.2946359, 10.1109/jiot.2019.2946359]
  • [7] Hoang V.-P., 2020, Int. J. Electr. Comput. Eng. (IJECE), V10, P1278, DOI 10.11591/ijece.v10i2.pp1278-1287
  • [8] BLE Beacons for Internet of Things Applications: Survey, Challenges, and Opportunities
    Jeon, Kang Eun
    She, James
    Soonsawad, Perm
    Ng, Pai Chet
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (02): : 811 - 828
  • [9] IoTSim-Edge: A simulation framework for modeling the behavior of Internet of Things and edge computing environments
    Jha, Devki Nandan
    Alwasel, Khaled
    Alshoshan, Areeb
    Huang, Xianghua
    Naha, Ranesh Kumar
    Battula, Sudheer Kumar
    Garg, Saurabh
    Puthal, Deepak
    James, Philip
    Zomaya, Albert
    Dustdar, Schahram
    Ranjan, Rajiv
    [J]. SOFTWARE-PRACTICE & EXPERIENCE, 2020, 50 (06) : 844 - 867
  • [10] Keane E., 2020, EC MANAGEMENT FINANC, V15, P39, DOI [10.22381/EMFM15420204, https://doi.org/10.22381/EMFM15420204, DOI 10.22381/EMFM15420204]