三维集成和近似计算在高性能计算系统中的新兴应用:独特的安全漏洞

Pruthvy Yellu, Zhiming Zhang, M. Monjur, Ranuli Abeysinghe, Qiaoyan Yu
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引用次数: 3

摘要

高性能计算(HPC)系统依赖于新兴设备、先进集成技术和计算体系结构等新技术来继续提高性能。采用新技术可能会使高性能计算系统容易受到新的安全威胁。本文分析了采用三维集成电路和近似计算的高性能计算系统所面临的安全挑战。个案研究显示新的保安威胁对系统完整性的影响,并强调对新保安措施的迫切需要。
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Emerging Applications of 3D Integration and Approximate Computing in High-Performance Computing Systems: Unique Security Vulnerabilities
High-performance computing (HPC) systems rely on new technologies such as emerging devices, advanced integration techniques, and computing architecture to continue advancing performance. The adoption of new techniques could potentially leave high-performance computing systems vulnerable to new security threats. This work analyzes the security challenges in the HPC systems that employ three-dimensional integrated circuits and approximating computing. Case studies are provided to show the impact of new security threats on the system integrity and highlight the urgent need for new security measures.
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