Federated agent-based modeling and simulation approach to study interdependencies in IT critical infrastructures

被引:31
|
作者
Casalicchio, Emiliano [1 ]
Galli, Emanuele [1 ]
Tucci, Salvatore [1 ]
机构
[1] Univ Roma Tor Vergata, Dept Informat Sistemi & Produz, Rome, Italy
来源
DS-RT 2007: 11TH IEEE INTERNATIONAL SYMPOSIUM ON DISTRIBUTED SIMULATION AND REAL-TIME APPLICATIONS, PROCEEDINGS | 2007年
关键词
agent-based modeling and simulation; federated simulation; critical infrastructure; interdependencies analysis;
D O I
10.1109/DS-RT.2007.11
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Agent-based modeling and simulation (ABMS) is one of the more promising simulation techniques to study the interdependencies in critical infrastructures. Moreover federated simulation has two relevant properties, simulation models reuse and expertise sharing, that could be exploited in a multi-sectorial field, such as critical infrastructure protection. In this paper we propose a new methodology which exploits the benefit of both ABMS and Federated simulation, to study interdependencies in critical infrastructures. First of all we discus advantages of federated agent-based modeling and difficulties in implementing a Federated ABMS framework. To demonstrate the relevance of our solution we propose an example driven approach that poses the attention on critical information infrastructure. We have also implemented a Federated ABMS framework, which federate Repast, an agent-based simulation engine and OMNeT++ an IT systems and communication networks modeling and simulation environment. A selection of simulation results shown how Federated ABMS could shed light on system interdependencies and how it helps in quantifying them.
引用
收藏
页码:182 / 189
页数:8
相关论文
共 50 条
  • [1] Agent-based Modeling and Simulation for Emergency Scenarios: A Holistic Approach
    Piccione, Andrea
    Pellegrini, Alessandro
    PROCEEDINGS OF THE 2020 IEEE/ACM 24TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED SIMULATION AND REAL TIME APPLICATIONS (DS-RT), 2020, : 68 - 76
  • [2] Agent-based modeling and simulation in architecture
    Stieler, David
    Schwinn, Tobias
    Leder, Samuel
    Maierhofer, Mathias
    Kannenberg, Fabian
    Menges, Achim
    AUTOMATION IN CONSTRUCTION, 2022, 141
  • [3] Using Ontologies for the Federated Simulation of Critical Infrastructures
    Tofani, Alberto
    Castorini, Elisa
    Palazzari, Paolo
    Usov, Andrij
    Beyel, Cesaire
    Rome, Erich
    Servillo, Paolo
    ICCS 2010 - INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, PROCEEDINGS, 2010, 1 (01): : 2295 - 2303
  • [4] An agent-based modeling approach for community resilience assessment accounting for system interdependencies: Application on education system
    Aghababaei, Mohammad
    Koliou, Maria
    ENGINEERING STRUCTURES, 2022, 255
  • [5] A MODEL-DRIVEN ARCHITECTURE APPROACH FOR AGENT-BASED MODELING AND SIMULATION
    Garro, Alfredo
    Parisi, Francesco
    Russo, Wilma
    SIMULTECH 2011: PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON SIMULATION AND MODELING METHODOLOGIES, TECHNOLOGIES AND APPLICATIONS, 2011, : 74 - 83
  • [6] Agent-Based Modeling and Simulation on Emergency Evacuation
    Ren, Chuanjun
    Yang, Chenghui
    Jin, Shiyao
    COMPLEX SCIENCES, PT 2, 2009, 5 : 1451 - +
  • [7] Agent-Based Modeling and Simulation of Speciation and Ecosystem Diversity
    Drezewski, Rafal
    2018 INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT INFORMATICS (SAIN), 2018, : 210 - 215
  • [8] Agent-Based Modeling and Simulation for Open Complex Systems
    Zhang, Guangjun
    Li, Yaodong
    2010 2ND INTERNATIONAL ASIA CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS (CAR 2010), VOL 1, 2010, : 504 - 507
  • [9] A Call to Arms: Standards for Agent-Based Modeling and Simulation
    Collins, Andrew
    Petty, Mikel
    Vernon-Bido, Daniele
    Sherfey, Solomon
    JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2015, 18 (03):
  • [10] Toward modeling and simulation of critical national infrastructure interdependencies
    Min, Hyeung-Sik J.
    Beyeler, Walter
    Brown, Theresa
    Son, Young Jun
    Jones, Albert T.
    IIE TRANSACTIONS, 2007, 39 (01) : 57 - 71