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Building your private cloud storage on public cloud service using embedded GPUs

  • Wangzhao Cheng
  • , Fangyu Zheng*
  • , Wuqiong Pan
  • , Jingqiang Lin
  • , Huorong Li
  • , Bingyu Li
  • *此作品的通讯作者
  • CAS - Data Assurance and Communication Security
  • CAS - Institute of Information Engineering
  • University of Chinese Academy of Sciences

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

When the public cloud provides infrastructure as a service (IaaS), the customer can outsource its data to the public cloud and release itself from the burden of storing data locally. At this point, the customer can not guarantee the security of the data in the public cloud. Encrypting data before using cloud storage is a viable solution, but frequent data encryption operations cause the original limited local computing resources to be even more stretched. In this paper, we used Jetson TX1 to build a client-side data encryption device that proxies the customer’s data encryption and decryption operations. Firstly, a GPU-based SM4 implementation is carefully scheduled in the integrated GPU on Jetson TX1, including instruction-level optimization and variable improvement for data arrangement. Secondly, using zero-copy access on the device, we reduce the impact of explicit data transfer operations on overall performance. Finally, our SM4 kernel is capable of encrypting data at 30.30 Gbps on Jetson TX1, it is 26.6 times faster than the CPU-based implementation on the same platform. Furthermore, data processing throughput of the device reaches 30.19Gbps, a single Jetson TX1 owns sufficiently redundant computational power for the customer in 10 Gigabit fiber network environment.

源语言英语
主期刊名Security and Privacy in Communication Networks - 14th International Conference, SecureComm 2018, Proceedings
编辑Yingjiu Li, Bing Chang, Sencun Zhu, Raheem Beyah
出版商Springer Verlag
512-528
页数17
ISBN(印刷版)9783030017002
DOI
出版状态已出版 - 2018
已对外发布
活动14th International EAI Conference on Security and Privacy in Communication Networks, SecureComm 2018 - Singapore, 新加坡
期限: 8 8月 201810 8月 2018

出版系列

姓名Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
254
ISSN(印刷版)1867-8211

会议

会议14th International EAI Conference on Security and Privacy in Communication Networks, SecureComm 2018
国家/地区新加坡
Singapore
时期8/08/1810/08/18

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