Proposal of a Secure and Highly Reliable Edge System that Integrates DRAM/NVMM and FPGA

• Item type: Symposium(1)
• 公開日: 2022-01-28
• タイトル: Proposal of a Secure and Highly Reliable Edge System that Integrates DRAM/NVMM and FPGA
• タイトル / 言語: en
• タイトル: Proposal of a Secure and Highly Reliable Edge System that Integrates DRAM/NVMM and FPGA
• 言語: eng
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_5794
• 資源タイプ: conference paper
• 著者所属: Shibaura Institute of Technology
• 著者所属: Shibaura Institute of Technology
• 著者所属: VA Linux Systems Japan K K
• 著者所属: Shibaura Institute of Technology
• 著者所属(英): en
• 著者所属(英): Shibaura Institute of Technology
• 著者所属(英): en
• 著者所属(英): Shibaura Institute of Technology
• 著者所属(英): en
• 著者所属(英): VA Linux Systems Japan K K
• 著者所属(英): en
• 著者所属(英): Shibaura Institute of Technology
• 著者名: Wenkang, Huang; Yanzhi, Li; Yoichi, Ishiwata; Midori, Sugaya
• 著者名(英): Wenkang, Huang; Yanzhi, Li; Yoichi, Ishiwata; Midori, Sugaya
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: Currently, FPGAs are expected to be applied to the edge computing systems as the hardware accelerators with low power consumption and high performance. Since the edge computers are close to users, they are expected to handle the privacy-related information, but the information security has not been sufficiently discussed. Therefore, in this study, we have proposed a system that integrates data responsiveness and security by encrypting the data aggregated in edge server which is based on fogcached (DRAM/NVMM), computing with a FPGA of low power consumption and high performance, and storing it in the nonvolatile memory (NVMM). By evaluating the encryption performance of FPGA, we find that it is faster and consumes less power than a processor with the same level of power consumption.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: Currently, FPGAs are expected to be applied to the edge computing systems as the hardware accelerators with low power consumption and high performance. Since the edge computers are close to users, they are expected to handle the privacy-related information, but the information security has not been sufficiently discussed. Therefore, in this study, we have proposed a system that integrates data responsiveness and security by encrypting the data aggregated in edge server which is based on fogcached (DRAM/NVMM), computing with a FPGA of low power consumption and high performance, and storing it in the nonvolatile memory (NVMM). By evaluating the encryption performance of FPGA, we find that it is faster and consumes less power than a processor with the same level of power consumption.
• 書誌情報: Proceedings of Asia Pacific Conference on Robot IoT System Development and Platform; 巻 2021, p. 55-60, 発行日 2022-01-28
• 出版者 / 言語: ja
• 出版者: 情報処理学会