WiCHORD plus : A Scalable, Sustainable, and P2P Chord-Based Ecosystem for Smart Agriculture Applications

被引:5
|
作者
Balatsouras, Christos-Panagiotis [1 ]
Karras, Aristeidis [1 ]
Karras, Christos [1 ]
Karydis, Ioannis [2 ]
Sioutas, Spyros [1 ]
机构
[1] Univ Patras, Comp Engn & Informat Dept, Patras 26504, Greece
[2] Ionian Univ, Dept Informat, Kerkira 49100, Greece
关键词
Internet of things (IoT); wireless sensor networks (WSNs); peer-to-peer (P2P) systems; distributed hash tables (DHTs); Chord; LoRa; machine learning; precision agriculture; ubiquitous computing; sustainable water use; PRECISION AGRICULTURE; ENERGY EFFICIENCY; SENSOR NETWORKS; DOWNY MILDEW; INTERNET; PROTOCOL; SYSTEM; IOT;
D O I
10.3390/s23239486
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In the evolving landscape of Industry 4.0, the convergence of peer-to-peer (P2P) systems, LoRa-enabled wireless sensor networks (WSNs), and distributed hash tables (DHTs) represents a major advancement that enhances sustainability in the modern agriculture framework and its applications. In this study, we propose a P2P Chord-based ecosystem for sustainable and smart agriculture applications, inspired by the inner workings of the Chord protocol. The node-centric approach of WiCHORD+ is a standout feature, streamlining operations in WSNs and leading to more energy-efficient and straightforward system interactions. Instead of traditional key-centric methods, WiCHORD+ is a node-centric protocol that is compatible with the inherent characteristics of WSNs. This unique design integrates seamlessly with distributed hash tables (DHTs), providing an efficient mechanism to locate nodes and ensure robust data retrieval while reducing energy consumption. Additionally, by utilizing the MAC address of each node in data routing, WiCHORD+ offers a more direct and efficient data lookup mechanism, essential for the timely and energy-efficient operation of WSNs. While the increasing dependence of smart agriculture on cloud computing environments for data storage and machine learning techniques for real-time prediction and analytics continues, frameworks like the proposed WiCHORD+ appear promising for future IoT applications due to their compatibility with modern devices and peripherals. Ultimately, the proposed approach aims to effectively incorporate LoRa, WSNs, DHTs, cloud computing, and machine learning, by providing practical solutions to the ongoing challenges in the current smart agriculture landscape and IoT applications.
引用
收藏
页数:34
相关论文
共 21 条
  • [1] Design and analysis of a scalable algorithm to monitor chord-based p2p systems at runtime
    Binzenhoefer, Andreas
    Kunzmann, Gerald
    Henjes, Robert
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2008, 20 (06) : 625 - 641
  • [2] On the fly estimation of the peer population in a chord-based P2P system
    Binzenhöfer, A
    Staehle, D
    Henjes, R
    Performance Challenges for Efficient Next Generation Networks, Vols 6A-6C, 2005, 6A-6C : 1827 - 1836
  • [3] An Enhanced Chord-based P2P Lookup Protocol for Mobile Ad hoc Networks
    Thaalbi, Mariem
    Meddahi, Ahmed
    Bejaoui, Tarek
    Tabbane, Nabil
    2011 IFIP WIRELESS DAYS (WD), 2011,
  • [4] COMPASS - Optimized Routing for Efficient Data Access in Mobile Chord-based P2P Systems
    Stojnic, Nenad
    Probst, Lukas
    Schuldt, Heiko
    2013 IEEE 14TH INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (MDM 2013), VOL 1, 2013, : 46 - 55
  • [5] A Chord-Based Super-Node Selection Algorithm for Load Balancing in Hybrid P2P Networks
    Shi, Lei
    Zhou, Jing
    Huang, Qi
    PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 2090 - 2094
  • [6] Research of Hierarchical P2P Network based on Chord
    Ma, Haibo
    Wang, Deguang
    Zhang, Jiamin
    Shi, Li
    PROCEEDINGS OF THE 14TH YOUTH CONFERENCE ON COMMUNICATION, 2009, : 867 - 871
  • [7] A semantics-based searching of Chord in P2P network
    Liu Zhenpeng
    Liu Wei
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 5139 - +
  • [8] An improved Hybrid P2P Control Model Based on Chord
    Yang, Yun
    Guo, Shi-ze
    Hu, Gu-yu
    Li, Hua-bo
    PROCEEDINGS OF THE 2012 SECOND INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2012), 2012, : 67 - 70
  • [9] A Machine Learning Based Smart Irrigation System with LoRa P2P Networks
    Chang, Yu-Chuan
    Huang, Ting-Wei
    Huang, Nen-Fu
    2019 20TH ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS), 2019,
  • [10] DDChord-A Double Deck P2P System based on Chord
    Zeng, Xiaoyun
    2013 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND APPLICATIONS (CSA), 2013, : 134 - 137