Reliability and Confidentiality Co-Verification for Parallel Applications in Distributed Systems
Guoqi Xie, Kehua Yang, Haibo Luo, Renfa Li, Shiyan Hu · IEEE Transactions on Parallel and Distributed Systems · 2021
Co-verification of reliability and confidentiality is a necessary process for safety- and security-critical applications. While these two objectives are conflicting, preassignment has emerged as an effective and efficient verification solution. In this article, we propose two preassignment-based co-verification techniques, namely, Blocks-based Vulnerability Preassignment (BVP) and Reversed Blocks-based Time Preassignment (RBTP) for a parallel application in distributed CAN FD systems. BVP can significantly improve reliability under a vulnerability bound, while RBTP can reduce vulnerability over a reliability goal. Real case study with the parallel automotive application and parallelism study with two structures of high-parallelism and low-parallelism applications are demonstrated; the proposed BVP and RBTP can improve the verification acceptance ratio by 19 and 10 percent compared to the state-of-the-art Average Vulnerability Preassignment (AVP) and Average Time Preassignment (ATP) techniques, respectively.