MQTT-based Middleware for Container Support in Fog Computing Environments

被引:1
|
作者
Bellavista, Paolo [1 ]
Foschini, Luca [1 ]
Ghiselli, Nicola [1 ]
Reale, Andrea [2 ]
机构
[1] Univ Bologna, Bologna, Italy
[2] IBM Res, Dublin, Ireland
关键词
IoT; Fog Computing; Multi-access Edge Computing; Middleware; IBM Watson IoT (TM); MQTT; SERVICE MIGRATION;
D O I
10.1109/iscc47284.2019.8969615
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Distributed architectures where the Internet of Things (IoT) and the cloud are efficiently integrated play an increasingly important role for IoT solutions. Among these architectures, there is a growing interest in the ones that support the opportunity of functionality offloading towards either intermediate fog nodes or IoT end devices. Relevant existing research work has mainly focused so far on virtual machine and container migration to intermediate fog nodes and on migration of very simple functions to IoT endpoints (to preserve their limited resources available). In this paper, we originally concentrate on the gap associated with benefitting from fog functionality at resource-powerful IoT endpoints, to create a continuum deployment that glues IoT devices and the cloud. In particular, this paper originally presents a middleware that manages application deployment and life-cycle by simplifying and optimizing management operations such as device configuration and application constraint satisfaction. The proposed solution particularly fits highly articulated scenarios with large numbers of IoT devices and intermediate fog nodes, by supporting the opportunity to offload functionality in a split way between IoT endpoints and edge nodes. The reported experimental results confirm the feasibility of our approach in term of overhead, scalability, and application life-cycle management.
引用
收藏
页码:240 / 246
页数:7
相关论文
共 50 条
  • [1] Evaluating NiFi and MQTT based serverless data pipelines in fog computing environments
    Mirampalli, Sreenivasu
    Wankar, Rajeev
    Srirama, Satish Narayana
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2024, 150 : 341 - 353
  • [2] Fairness in Fog Networks: Achieving Fair Throughput Performance in MQTT-Based IoTs
    Xu, Yiming
    Mahendran, V.
    Guo, Wei
    Radhakrishnan, Sridhar
    2017 14TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2017, : 191 - 196
  • [3] MQTT-Based Android Chat Application for IoT
    Lahari Anne
    Tanmayi Nandan
    Mehta Kunj
    S. Ananda Kumar
    G. Mahesh
    R. Sangeetha
    SN Computer Science, 3 (5)
  • [4] Container-based MQTT Broker Cluster for Edge Computing
    Thean, Zhong Ying
    Yap, Vooi Voon
    Teh, Peh Chiong
    2019 4TH INTERNATIONAL CONFERENCE AND WORKSHOPS ON RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE): THRIVING TECHNOLOGIES, 2019,
  • [5] Authorization Mechanism for MQTT-based Internet of Things
    Niruntasukrat, Aimaschana
    Issariyapat, Chavee
    Pongpaibool, Panita
    Meesublak, Koonlachat
    Aiumsupucgul, Pramrudee
    Panya, Anun
    2016 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC), 2016, : 290 - 295
  • [6] A MQTT-based Guide and Notification Service System
    Dow, Chyi-Ren
    Cheng, Syuan
    Hwang, Shiow-Fen
    7TH IEEE ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS & MOBILE COMMUNICATION CONFERENCE IEEE IEMCON-2016, 2016,
  • [7] Covert Channels in the MQTT-Based Internet of Things
    Velinov, Aleksandar
    Mileva, Aleksandra
    Wendzel, Steffen
    Mazurczyk, Wojciech
    IEEE ACCESS, 2019, 7 : 161899 - 161915
  • [8] Security risks in MQTT-based Industrial IoT Applications
    Boppana, Tej Kiran
    Bagade, Priyanka
    2022 IEEE INTERNATIONAL CONFERENCE ON OMNI-LAYER INTELLIGENT SYSTEMS (IEEE COINS 2022), 2022, : 348 - 352
  • [9] A New Security Middleware Architecture Based on Fog Computing and Cloud To Support IoT Constrained Devices
    Razouk, Wissam
    Sgandurra, Daniele
    Sakurai, Kouichi
    PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON INTERNET OF THINGS AND MACHINE LEARNING (IML'17), 2017,
  • [10] Enabling Container-based Fog computing with OpenStack
    Benomar, Zakaria
    Longo, Francesco
    Merlino, Giovanni
    Puliafito, Antonio
    2019 INTERNATIONAL CONFERENCE ON INTERNET OF THINGS (ITHINGS) AND IEEE GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) AND IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING (CPSCOM) AND IEEE SMART DATA (SMARTDATA), 2019, : 1049 - 1056