A Novel Security Architecture Based on Haystack System for HDFS Storage System: Extended Work
I. Kandrouch1, N. Hmina2, H. Chaoui3
1Ibtissame Kandrouch*, Department of Computer Science, National School of Applied Sciences, Ibn Tofail University, Morocco.
2Nabil Hmina, Department of Physics, Mohammed V University, Morocco.
3Habiba Chaoui, Nabil Hmina, Department of Physics, Mohammed V University, Morocco
Manuscript received on January 18, 2020. | Revised Manuscript received on January 29, 2020. | Manuscript published on February 10, 2020. | PP: 709-719 | Volume-9 Issue-4, February 2020. | Retrieval Number: C8892019320/2020©BEIESP | DOI: 10.35940/ijitee.C8892.029420
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Over the past few years, the digitization of our different daily transactions and our activities have helped to create the new Big Data era. This phenomenon has become more widely used in different fields for many reasons, such as information retrieval, decision making, etc. But keeping this data safe from any attack attempts constitutes a real challenge. Indeed, Big Data security has become very important recently, since all technologies and large organizations have become dependent on these Data. For this reason, we deal with the Big Data security problems, especially those encountered during their management and treatment, and more precisely, those appeared during the processing with Hadoop system. The paper aims to highlight the Big Data system processing situation in terms of security, also it shed light on some existing security solutions used for overcoming these security issues, we will reveal its strengths and its weaknesses according to the security pillars. Subsequently, we will present our new security architecture, based on Haystack intrusion detection system, which serves to improve the inactive data security contained in HDFS, while analyzing its feasibility and its parameters
Keywords: Big Data, Hadoop, Haystack ,HDFS, Security.
Scope of the Article: Open Models and Architectures