A Distributed Platform for Cycle Detection and Analysis in Cyber-Physical Systems

被引：0
|
作者：
Iuhasz, Gabriel [1 ,2 ]
Panica, Silviu [2 ,3 ]
Fortis, Florin [1 ,2 ]
Duma, Alecsandru [4 ]
机构：
[1] West Univ Timisoara, Timisoara 300223, Romania
[2] Res Inst e Austria Timisoara, Timisoara 300223, Romania
[3] Innovat Qube SRL, Timisoara, Romania
[4] ETA2U Comp, Gh Dima Nr 1, Timisoara, Romania
来源：
ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 2, AINA 2024 | 2024年 / 200卷
关键词：
Cyber-Physical Systems; Services; Analysis; Machine Learning;
D O I：
10.1007/978-3-031-57853-3_37
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a distributed platform that collects and processes data streams from Industrial IoT/Cyber-Physical Systems. We demonstrate the design and performance of our platform with an emphasis on accuracy and scalability. We validate our platform using three use cases: production cycle detection, cycle analysis, and anomaly detection.
引用
收藏
页码：437 / 450
页数：14
相关论文
共 50 条
  • [21] Predicate Monitoring in Distributed Cyber-Physical Systems
    Momtaz, Anik
    Basnet, Niraj
    Abbas, Houssam
    Bonakdarpour, Borzoo
    RUNTIME VERIFICATION (RV 2021), 2021, 12974 : 3 - 22
  • [22] Pattern Detection in Cyber-Physical Systems
    Spezzano, Giandomenico
    Vinci, Andrea
    6TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT-2015), THE 5TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2015), 2015, 52 : 1016 - 1021
  • [23] A Cyber-Physical Experimentation Platform for Resilience Analysis
    Thorpe, Jamie
    Fasano, Raymond
    Sahakian, Meghan Galiardi
    Gonzales, Amanda
    Hahn, Andrew
    Morris, Joshua
    Ortiz, Timothy
    Reinbolt, Hannah
    Vugrin, Eric D.
    SAT-CPS'22: PROCEEDINGS OF THE 2022 ACM WORKSHOP ON SECURE AND TRUSTWORTHY CYBER-PHYSICAL SYSTEMS, 2022, : 3 - 12
  • [24] Formal Specification and Analysis of Robust Adaptive Distributed Cyber-Physical Systems
    Talcott, Carolyn
    Nigam, Vivek
    Arbab, Farhad
    Kappe, Tobias
    FORMAL METHODS FOR THE QUANTITATIVE EVALUATION OF COLLECTIVE ADAPTIVE SYSTEMS, SFM 2016, 2016, 9700 : 1 - 35
  • [25] Construction and Analysis of Petri Net Model for Distributed Cyber-Physical Systems
    Sood, Vikas
    Nema, Malay Kumar
    Kumar, Rituraj
    Nene, Manisha J.
    DEFENCE SCIENCE JOURNAL, 2022, 72 (05) : 721 - 731
  • [26] Anomaly Detection and Productivity Analysis for Cyber-Physical Systems in Manufacturing
    Saez, Miguel
    Maturana, Francisco
    Barton, Kira
    Tilbury, Dawn
    2017 13TH IEEE CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2017, : 23 - 29
  • [27] Distributed fault detection and estimation in cyber-physical systems subject to actuator faults
    Xu, Dezhi
    Zhu, Fanglai
    Zhou, Zepeng
    Yan, Xinggang
    ISA TRANSACTIONS, 2020, 104 : 162 - 174
  • [28] Understanding the impact of cyber-physical correlation on security analysis of Cyber-Physical Systems
    Jiang, Luanjuan
    Chen, Xin
    2021 IEEE INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, INTL CONF ON CLOUD AND BIG DATA COMPUTING, INTL CONF ON CYBER SCIENCE AND TECHNOLOGY CONGRESS DASC/PICOM/CBDCOM/CYBERSCITECH 2021, 2021, : 529 - 534
  • [29] Actuator Anomaly Detection in Linear Parabolic Distributed Parameter Cyber-Physical Systems
    Roy, Tanushree
    Dey, Satadru
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2023, 31 (06) : 2437 - 2448
  • [30] Intelligent Embedded Systems Platform for Vehicular Cyber-Physical Systems
    Conrad, Christopher
    Al-Rubaye, Saba
    Tsourdos, Antonios
    ELECTRONICS, 2023, 12 (13)
12345