Edge computing in IoT context: horizontal and vertical Linux container migration

被引:0
|
作者
Dupont, Corentin [1 ]
Giaffreda, Raffaele [1 ]
Capra, Luca [1 ]
机构
[1] FBK Create Net, Via Cascata 56-D, I-38123 Trento, Italy
基金
欧盟地平线“2020”;
关键词
PaaS; Orchestrator; Internet of Things; Open-Stack; Fog Computing; Edge Cloud; Docker; Kubernetes; Linux container;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, the development of the Internet of Things (IoT) has largely been supported by the parallel development of the Cloud computing capacities. Cloud computing offered elastic and on-demand computing power able to host and support crucial IoT functions. However, the proliferation of connected objects poses the problem of the confidentiality of the data produced. This proliferation also threatens the performances of the supporting networks. To tackle those problems, the research community has recently turned to Fog Computing. In this paper, we present Cloud4IoT, a platform able to perform horizontal (roaming) and vertical (offloading) migration of IoT functions. We implement our demonstration using a Kubernetes cluster organised in three tiers: Cloud, Edge and IoT gateways. Our first use cases shows how IoT function roaming can be used in the context of health care data exploitation. The second use case exploits the IoT offloading capacity of our platform to optimize the remote diagnostic of mechanical engines.
引用
收藏
页码:49 / 52
页数:4
相关论文
共 50 条
  • [31] An Accelerated Edge Computing with a Container and Its Orchestration
    Kim, Sunghyun
    Yang, Eunju
    Youn, Chan-Hyun
    2019 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC): ICT CONVERGENCE LEADING THE AUTONOMOUS FUTURE, 2019, : 1283 - 1288
  • [32] Vibration Edge Computing in Maritime IoT
    Michala, Anna Lito
    Vourganas, Ioannis
    Coraddu, Andrea
    ACM TRANSACTIONS ON INTERNET OF THINGS, 2022, 3 (01):
  • [33] Blockchain Enabled IoT Edge Computing
    Mendki, Pankaj
    2019 INTERNATIONAL CONFERENCE ON BLOCKCHAIN TECHNOLOGY (ICBCT 2019), 2019, : 66 - 69
  • [34] Performance Analysis of Edge Computing in IoT
    Skirelis, Julius
    Navakauskas, Dalius
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2020, 26 (01) : 72 - 77
  • [35] Creating a Resilient IoT With Edge Computing
    Kim, Hokeun
    Lee, Edward A.
    Dustdar, Schahram
    COMPUTER, 2019, 52 (08) : 43 - 53
  • [36] Enabling Seamless Container Migration in Edge Platforms
    Elgazar, Ali E.
    Harras, Khaled A.
    PROCEEDINGS OF THE 14TH WORKSHOP ON CHALLENGED NETWORKS (CHANTS '19):, 2019, : 1 - 6
  • [37] Checkpointing and Migration of IoT Edge Functions
    Karhula, Pekka
    Janak, Jan
    Schulzrinne, Henning
    PROCEEDINGS OF THE 2ND ACM INTERNATIONAL WORKSHOP ON EDGE SYSTEMS, ANALYTICS AND NETWORKING (EDGESYS '19), 2019, : 60 - 65
  • [38] Anomaly detection in IOT edge computing using deep learning and instance-level horizontal reduction
    Negar Abbasi
    Mohammadreza Soltanaghaei
    Farsad Zamani Boroujeni
    The Journal of Supercomputing, 2024, 80 : 8988 - 9018
  • [39] Anomaly detection in IOT edge computing using deep learning and instance-level horizontal reduction
    Abbasi, Negar
    Soltanaghaei, Mohammadreza
    Zamani Boroujeni, Farsad
    JOURNAL OF SUPERCOMPUTING, 2024, 80 (07): : 8988 - 9018
  • [40] A context-aware encryption protocol suite for edge computing-based IoT devices
    Zaineb Dar
    Adnan Ahmad
    Farrukh Aslam Khan
    Furkh Zeshan
    Razi Iqbal
    Hafiz Husnain Raza Sherazi
    Ali Kashif Bashir
    The Journal of Supercomputing, 2020, 76 : 2548 - 2567