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2009
IEEE

SecureMR: A Service Integrity Assurance Framework for MapReduce

11 years 8 months ago
SecureMR: A Service Integrity Assurance Framework for MapReduce
—MapReduce has become increasingly popular as a powerful parallel data processing model. To deploy MapReduce as a data processing service over open systems such as service oriented architecture, cloud computing, and volunteer computing, we must provide necessary security mechanisms to protect the integrity of MapReduce data processing services. In this paper, we present SecureMR, a practical service integrity assurance framework for MapReduce. SecureMR consists of five security components, which provide a set of practical security mechanisms that not only ensure MapReduce service integrity as well as to prevent replay and Denial of Service (DoS) attacks, but also preserve the simplicity, applicability and scalability of MapReduce. We have implemented a prototype of SecureMR based on Hadoop, an open source MapReduce implementation. Our analytical study and experimental results show that SecureMR can ensure data processing service integrity while imposing low performance overhead.
Wei Wei, Juan Du, Ting Yu, Xiaohui Gu
Added 18 May 2010
Updated 18 May 2010
Type Conference
Year 2009
Where ACSAC
Authors Wei Wei, Juan Du, Ting Yu, Xiaohui Gu
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