Data protection on hadoop distributed file system by using encryption algorithms: a systematic literature review
Big data has capability to process huge amount of unstructured and structured data. Nowadays, technology is able to support business need by extracting massive amount of data and recognizing its pattern to predict future trends. It brings right insight in business strategy to gain tremendous benefit...
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| Vydané v: | Journal of physics. Conference series Ročník 1444; číslo 1; s. 12012 - 12019 |
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| Hlavní autori: | , , , , , |
| Médium: | Journal Article |
| Jazyk: | English |
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Bristol
IOP Publishing
01.01.2020
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| ISSN: | 1742-6588, 1742-6596 |
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| Abstract | Big data has capability to process huge amount of unstructured and structured data. Nowadays, technology is able to support business need by extracting massive amount of data and recognizing its pattern to predict future trends. It brings right insight in business strategy to gain tremendous benefit. Hadoop is a reliable technology which developed to distribute process and storage on big data efficiently. However, Hadoop doesn't have any built-in provision to encrypt data by default. Hadoop additional feature in encryption zone has security issue which key management does outside of HDFS. Sensitive and confidential data in HDFS can be exposed against security attack. Information security is fundamental concern and new set challenge for the world of big data. The main purpose of this paper is to protect Hadoop Distributed File System data by using encryption algorithm. This is to ensure data is secured at storage level of HDFS. Dealing with big data, it is important to choose fast enough encryption algorithm that has great performance. Research methodology is SLR (System Literature Review) by using methodology of PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses). |
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| AbstractList | Big data has capability to process huge amount of unstructured and structured data. Nowadays, technology is able to support business need by extracting massive amount of data and recognizing its pattern to predict future trends. It brings right insight in business strategy to gain tremendous benefit. Hadoop is a reliable technology which developed to distribute process and storage on big data efficiently. However, Hadoop doesn’t have any built-in provision to encrypt data by default. Hadoop additional feature in encryption zone has security issue which key management does outside of HDFS. Sensitive and confidential data in HDFS can be exposed against security attack. Information security is fundamental concern and new set challenge for the world of big data. The main purpose of this paper is to protect Hadoop Distributed File System data by using encryption algorithm. This is to ensure data is secured at storage level of HDFS. Dealing with big data, it is important to choose fast enough encryption algorithm that has great performance. Research methodology is SLR (System Literature Review) by using methodology of PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses). |
| Author | Rosyiq, Ahmad Clydea Harahap, Nabila Nizar Hidayanto, Achmad Suhanto, Agus Michael Samuel Hartono, George Naisuty, Meisuchi |
| Author_xml | – sequence: 1 givenname: Meisuchi surname: Naisuty fullname: Naisuty, Meisuchi email: meisuchi.naisuty@gmail.com organization: Faculty of Computer Science Universitas Indonesia , Indonesia – sequence: 2 givenname: Achmad surname: Nizar Hidayanto fullname: Nizar Hidayanto, Achmad organization: Faculty of Computer Science Universitas Indonesia , Indonesia – sequence: 3 givenname: Nabila surname: Clydea Harahap fullname: Clydea Harahap, Nabila organization: Faculty of Computer Science Universitas Indonesia , Indonesia – sequence: 4 givenname: Ahmad surname: Rosyiq fullname: Rosyiq, Ahmad organization: Faculty of Computer Science Universitas Indonesia , Indonesia – sequence: 5 givenname: Agus surname: Suhanto fullname: Suhanto, Agus organization: Faculty of Computer Science Universitas Indonesia , Indonesia – sequence: 6 givenname: George surname: Michael Samuel Hartono fullname: Michael Samuel Hartono, George organization: Faculty of Computer Science Universitas Indonesia , Indonesia |
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| Cites_doi | 10.1109/EIDWT.2013.80 10.1016/j.cosrev.2018.05.002 10.14419/ijet.v7i2.15.11212 10.5120/13845-1674 10.1109/ACCESS.2017.2700228 10.1109/AINA.2012.28 |
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| DOI | 10.1088/1742-6596/1444/1/012012 |
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| SubjectTerms | Algorithms Big Data Data encryption Literature reviews Pattern recognition Security Structured data Unstructured data |
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| Title | Data protection on hadoop distributed file system by using encryption algorithms: a systematic literature review |
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