کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
430700 688122 2014 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A security framework in G-Hadoop for big data computing across distributed Cloud data centres
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
A security framework in G-Hadoop for big data computing across distributed Cloud data centres
چکیده انگلیسی


• This paper develops a new security model for accessing distributed Cloud data centres.
• The designed security framework provides a number of different security mechanisms that keeps the autonomy of data centres.
• The proposed security framework is implemented in the G-Hadoop distributed computing system.

MapReduce is regarded as an adequate programming model for large-scale data-intensive applications. The Hadoop framework is a well-known MapReduce implementation that runs the MapReduce tasks on a cluster system. G-Hadoop is an extension of the Hadoop MapReduce framework with the functionality of allowing the MapReduce tasks to run on multiple clusters. However, G-Hadoop simply reuses the user authentication and job submission mechanism of Hadoop, which is designed for a single cluster. This work proposes a new security model for G-Hadoop. The security model is based on several security solutions such as public key cryptography and the SSL protocol, and is dedicatedly designed for distributed environments. This security framework simplifies the users authentication and job submission process of the current G-Hadoop implementation with a single-sign-on approach. In addition, the designed security framework provides a number of different security mechanisms to protect the G-Hadoop system from traditional attacks.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Computer and System Sciences - Volume 80, Issue 5, August 2014, Pages 994–1007
نویسندگان
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