DocumentCode
2719815
Title
Transaction processing on confidential data using cipherbase
Author
Arasu, Arvind ; Eguro, Ken ; Joglekar, Manas ; Kaushik, Raghav ; Kossmann, Donald ; Ramamurthy, Ravi
Author_Institution
Microsoft Res., Redmond, WA, USA
fYear
2015
fDate
13-17 April 2015
Firstpage
435
Lastpage
446
Abstract
Cipherbase is a comprehensive database system that provides strong end-to-end data confidentiality through encryption. Cipherbase is based on a novel architecture that combines an industrial strength database engine (SQL Server) with lightweight processing over encrypted data that is performed in secure hardware. The overall architecture provides significant benefits over the state-of-the-art in terms of security, performance, and functionality. This paper presents a prototype of Cipherbase that uses FPGAs to provide secure processing and describes the system engineering details implemented to achieve competitive performance for transactional workloads. This includes hardware-software co-design issues (e.g. how to best offer parallelism), optimizations to hide the latency between the secure hardware and the main system, and techniques to cope with space inefficiencies. All these optimizations were carefully designed not to affect end-to-end data confidentiality. Our experiments with the TPC-C benchmark show that in the worst case when all data are strongly encrypted, Cipherbase achieves 40% of the throughput of plaintext SQL Server. In more realistic cases, if only critical data such as customer names are encrypted, the Cipherbase throughput is more than 90% of plaintext SQL Server.
Keywords
SQL; cryptography; database management systems; field programmable gate arrays; hardware-software codesign; optimisation; transaction processing; FPGA; TPC-C benchmark; cipherbase; comprehensive database system; encryption; hardware-software codesign issues; industrial strength database engine; latency hiding; optimizations; plaintext SQL Server; strong end-to-end data confidentiality; system engineering details; transaction processing; transactional workloads; Encryption; Hardware; Indexes; Servers;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Engineering (ICDE), 2015 IEEE 31st International Conference on
Conference_Location
Seoul
Type
conf
DOI
10.1109/ICDE.2015.7113304
Filename
7113304
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