IoMiRCA: Root cause analysis in IoT-extended 5G microservice environments

被引:2
|
作者
Heeb, Zeno [1 ]
Kalinagac, Onur [1 ]
Soussi, Wissem [1 ]
Guer, Guerkan [1 ]
机构
[1] Zurich Univ Appl Sci ZHAW, Inst Appl Informat Technol InIT, CH-8401 Winterthur, Switzerland
来源
38TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2023 | 2023年
关键词
Root cause analysis; critical infrastructure management; microservices; 5G and Beyond; edge-to-cloud continuum;
D O I
10.1145/3555776.3577840
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Softwarized services in converged networks are evolving from monolithic applications to distributed architectures, often comprising numerous microservices. At the same time, with the massive proliferation of IoT devices, much more complexity and diversity are added to such critical infrastructures. In that regard, Root Cause Analysis (RCA) is an important part of a running distributed service ecosystem to keep the applications available and manageable by finding the root causes of errors and malfunctions. This paper provides a topology graph based anomaly detection and RCA solution for the microservice architecture in edge-to-cloud environments entailing microservices in combination with IoT.
引用
收藏
页码:106 / 108
页数:3
相关论文
共 50 条
  • [41] 5G and its factory IoT utilization
    Hirata H.
    Yoshie N.
    Seimitsu Kogaku Kaishi/Journal of the Japan Society for Precision Engineering, 2021, 87 (01): : 11 - 15
  • [42] IoT via 5G Satellite Systems
    Giambene, Giovanni
    PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS (CONTEL 2021), 2021, : 2 - 2
  • [43] Abusive Adversaries in 5G and Beyond IoT
    Sharma, Vishal
    Varghese, Blesson
    McAllister, John
    Mohanty, Saraju P.
    IEEE CONSUMER ELECTRONICS MAGAZINE, 2022, 11 (04) : 11 - 20
  • [44] Statistical Model for IoT/5G Networks
    Baz, Abdullah
    Abu Al-Naja, Abbas
    Baz, M.
    2015 SEVENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS, 2015, : 109 - 111
  • [45] 5G, IoT and the next industrial revolution
    2018, Telefonaktiebolaget L.M. Ericsson (96):
  • [46] IoT Application of WSN on 5G Infrastructure
    Huertas Martinez, Sergio
    Salcedo, Octavio J.
    Reyes Daza, Brayan Steven
    2017 INTERNATIONAL SYMPOSIUM ON NETWORKS, COMPUTERS AND COMMUNICATIONS (ISNCC), 2017,
  • [47] Deployment of IoT applications on 5G Edge
    Kiss, Peter
    Reale, Anna
    Ferrari, Charles Jose
    Istenes, Zoltan
    2018 IEEE INTERNATIONAL CONFERENCE ON FUTURE IOT TECHNOLOGIES (FUTURE IOT), 2018,
  • [48] SDN in the OTT, 5G and IoT World
    Rajesh Kumar Sundararajan
    CSI Transactions on ICT, 2020, 8 (1) : 39 - 41
  • [49] Signaling in 4G/5G with NB-IoT support in 5G Option 3
    Janakieska, Martina
    Latkoski, Pero
    Atanasovski, Vladimir
    2020 55TH INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION, COMMUNICATION AND ENERGY SYSTEMS AND TECHNOLOGIES (IEEE ICEST 2020), 2020, : 54 - 57
  • [50] Measurements and Modeling for Indoor Environments Analysis at 10 GHz for 5G
    Eras, Leslye Castro
    Batalha, Iury
    da Silva, Diego K. N.
    Ferreira, Helio. R. O.
    Fonseca, Wellington S.
    Barros, Fabricio J. B.
    Cavalcante, Gervasio P. S.
    2015 9th European Conference on Antennas and Propagation (EuCAP), 2015,