Enabling distributed intelligence for the Internet of Things with IOTA and mobile agents

被引:30
作者
Alsboui, Tariq [1 ]
Qin, Yongrui [1 ]
Hill, Richard [1 ]
Al-Aqrabi, Hussain [1 ]
机构
[1] Univ Huddersfield, Sch Comp & Engn, Huddersfield, W Yorkshire, England
关键词
Internet of Things IoT; Distributed intelligence DI; Distributed ledger technology DLT; IOTA Tangle; Mobile agent MA; WIRELESS SENSOR NETWORKS; EDGE;
D O I
10.1007/s00607-020-00806-9
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
It is estimated that there will be approximately 125 billion Internet of Things (IoT) devices connected to the Internet by 2030, which are expected to generate large amounts of data. This will challenge data processing capability, infrastructure scalability, and privacy. Several studies have demonstrated the benefits of using distributed intelligence (DI) to overcome these challenges. We propose a Mobile-Agent Distributed Intelligence Tangle-Based approach (MADIT) as a potential solution based on IOTA (Tangle), where Tangle is a distributed ledger platform that enables scalable, transaction-based data exchange in large P2P networks. MADIT enables distributed intelligence at two levels. First, multiple mobile agents are employed to cater for node level communications and collect transactions data at a low level. Second, high level intelligence uses a Tangle based architecture to handle transactions. The Proof-of-Work offloading computation mechanism improves efficiency and speed of processing, while reducing energy consumption. Extensive experiments show that transaction processing speed is improved by using mobile agents, thereby providing better scalability.
引用
收藏
页码:1345 / 1363
页数:19
相关论文
共 53 条
  • [1] Abed A.A., 2016, 2016 AL SADEQ INT C, P1
  • [2] Dynamic Multiparty Authentication of Data Analytics Services within Cloud Environments
    Al-Aqrabi, Hussain
    Hill, Richard
    [J]. IEEE 20TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS / IEEE 16TH INTERNATIONAL CONFERENCE ON SMART CITY / IEEE 4TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS), 2018, : 742 - 749
  • [3] A Secure Connectivity Model for Internet of Things Analytics Service Delivery
    Al-Aqrabi, Hussain
    Hill, Richard
    [J]. 2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI), 2018, : 9 - 16
  • [4] ALAQRABI H, 2019, LECT NOTES COMPUTER, V8
  • [5] ALOUI I, 2016, P INT C BIG DAT ADV
  • [6] Mobile Agent Itinerary Planning Approaches in Wireless Sensor Networks- State of the Art and Current Challenges
    Alsboui, Tariq
    Alrifaee, Mustafa
    Etaywi, Rami
    Jawad, Mohammad Abdul
    [J]. INDUSTRIAL NETWORKS AND INTELLIGENT SYSTEMS, INISCOM 2016, 2017, 188 : 143 - 153
  • [7] [Anonymous], 2012, SENS TRANSDUCERS
  • [8] [Anonymous], 2013, GARTN SAYS INT THING
  • [9] *API RES, 2013, MOR 30 BILL DEV WILL
  • [10] Bondi A. B., 2000, Proceedings Second International Workshop on Software and Performance. WOSP2000, P195, DOI 10.1145/350391.350432