Cloud-Based Simulation Platform for Quantifying Cyber-Physical Systems Resilience
Md Ariful Haque
Abstract
Cyber-Physical Systems (CPS) often involve trans-disciplinary approaches,merging theory of different scientific domains, such as cybernetics, control systems, and process design. Advances in CPS expand the horizons of these critical systems and at the same time, bring the concerns regarding safety, security, and resiliency. To minimize the operating costs and maximize the scalability, oftentime, it is preferable to use the cloud environment for deploying the CPS computation processes and simulation environments. With the expanding uses of the CPS and cloud computing, major cybersecurity concerns are also growing around these systems. The cloud itself has security and privacy issues. This chapter focuses on a cloud-based simulation platform for deriving the cyber resilience metrics for the CPS.First, it presents a detailed analysis of the modeling of the resilience metrics by mapping them with cloud security concerns. Then, it covers modeling and simulation (M&S) challenges in developing simulation platforms in the cloud environment and discusses a way forward. Overall, we aim to discuss resilience metrics modeling and automation using the proposed simulation platform for the CPS in the cloud environment.
Copyright Notice
This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.
- The following copyright notice applies to all of the above items that appear in IEEE publications: "Personal use of this material is permitted. However, permission to reprint/publish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from IEEE."
- The following copyright notice applies to all of the above items that appear in ACM publications: " ACM, effective the year of publication shown in the bibliographic information. This file is the authors version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in the journal or proceedings indicated in the bibliographic data for each item."
- The following copyright notice applies to all of the above items that appear in IFAC publications: "Document is being reproduced under permission of the Copyright Holder. Use or reproduction of the Document is for informational or personal use only."