NDLI: Hardware Support for Secure Stream Processing in Cloud Environments

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Hardware Support for Secure Stream Processing in Cloud Environments

Content Provider	ACM Digital Library
Author	Anderson, Jeff El-Ghazawi, Tarek
Abstract	Many-core microprocessor architectures are quickly becoming prevalent in data centers, due to their demonstrated processing power and network flexibility. However, this flexibility comes at a cost; co-mingled data from disparate users must be kept secure, which forces processor cycles to be wasted on cryptographic operations. This paper introduces a novel, secure, stream processing architecture which supports efficient homomorphic authentication of data and enforces secrecy of individuals' data. Additionally, this architecture is shown to secure time-series analysis of data from multiple users from both corruption and disclosure. Hardware synthesis shows that security-related circuitry incurs less than 10% overhead, and latency analysis shows an increase of 2 clocks per hop. However, despite the increase in latency, the proposed architecture shows an improvement over stream processing systems that use traditional security methods.
Starting Page	283
Ending Page	286
Page Count	4
File Format	PDF
ISBN	9781450344876
DOI	10.1145/3075564.3075592
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2017-05-15
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Network-on-a-chip Homomorphic mac Stream processing Secure processing
Content Type	Text
Resource Type	Article

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