1. Towards Confidential Computing: A Secure Cloud Architecture for Big Data Analytics and AI
- Author
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Zhou, Naweiluo, Dufour, Florent, Bode, Vinzent, Zinterhof, Peter, Hammer, Nicolay J, and Kranzlmüller, Dieter
- Subjects
Computer Science - Distributed, Parallel, and Cluster Computing ,Computer Science - Artificial Intelligence - Abstract
Cloud computing provisions computer resources at a cost-effective way based on demand. Therefore it has become a viable solution for big data analytics and artificial intelligence which have been widely adopted in various domain science. Data security in certain fields such as biomedical research remains a major concern when moving their workflows to cloud, because cloud environments are generally outsourced which are more exposed to risks. We present a secure cloud architecture and describes how it enables workflow packaging and scheduling while keeping its data, logic and computation secure in transit, in use and at rest., Comment: 2023 IEEE 16th International Conference on Cloud Computing (IEEE CLOUD), Chicago, Illinois, USA, July 2-8, 2023
- Published
- 2023