Enhancing Approach for Information Security in Hadoop
Developing a confident Hadoop essentially a cloud computing is an essential challenge as the cloud. The protection policy can be utilized during various cloud services such as Platform as a Service (PaaS), Infrastructure as a Service (IaaS), and Software as a Service (SaaS) and also can support most...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Erbil Polytechnic University
2020-06-01
|
| Series: | Polytechnic Journal |
| Subjects: | |
| Online Access: | https://polytechnic-journal.epu.edu.iq/home/vol10/iss1/14 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849470997864906752 |
|---|---|
| author | Raghad Z. Yousif Shahab W. Kareem Shadan M. Abdalwahid |
| author_facet | Raghad Z. Yousif Shahab W. Kareem Shadan M. Abdalwahid |
| author_sort | Raghad Z. Yousif |
| collection | DOAJ |
| description | Developing a confident Hadoop essentially a cloud computing is an essential challenge as the cloud.
The protection policy can be utilized during various cloud services such as Platform as a Service
(PaaS), Infrastructure as a Service (IaaS), and Software as a Service (SaaS) and also can support most
requirements in cloud computing. This event motivates the need of a policy which will control these
challenges. Hadoop may be a used policy recommended to beat this big data problem which usually
utilizes MapReduce design to arrange huge amounts of information of the cloud system. Hadoop has
no policy to ensure the privacy and protection of the files saved within the Hadoop Distributed File
System (HDFS). Within the cloud, the safety of sensitive data may be a significant problem within
which encryption schemes play an avital rule. This paper proposes a hybrid method between pair wellknown asymmetric key cryptosystems (RSA and Rabin) to cipher the files saved in HDFS. Therefore,
before storing data in HDFS, the proposed cryptosystem is employed to cipher the information. In the
proposed system, the user of the cloud might upload files in two ways, secure or non-secure. The
hybrid method presents more powerful computational complexity and smaller latency as compared to
the RSA cryptosystem alone. |
| format | Article |
| id | doaj-art-ceb88f83aa2a4d5fbfd6136a4fa4790e |
| institution | Kabale University |
| issn | 2707-7799 |
| language | English |
| publishDate | 2020-06-01 |
| publisher | Erbil Polytechnic University |
| record_format | Article |
| series | Polytechnic Journal |
| spelling | doaj-art-ceb88f83aa2a4d5fbfd6136a4fa4790e2025-08-20T03:24:59ZengErbil Polytechnic UniversityPolytechnic Journal2707-77992020-06-011018187https://doi.org/10.25156/ptj.v10n1y2020.pp81-87Enhancing Approach for Information Security in HadoopRaghad Z. Yousif0Shahab W. Kareem1Shadan M. Abdalwahid2Department of Applied Physics Communication, College of Science, Salahaddin University, Erbil, Kurdistan Region, Iraq,Department of Information Technology, Catholic University in Erbil, Erbil, Kurdistan Region, Iraq,Department of Information System Engineering, Erbil Technical Engineering College, Erbil Polytechnic University, Erbil, Kurdistan Region, IraqDeveloping a confident Hadoop essentially a cloud computing is an essential challenge as the cloud. The protection policy can be utilized during various cloud services such as Platform as a Service (PaaS), Infrastructure as a Service (IaaS), and Software as a Service (SaaS) and also can support most requirements in cloud computing. This event motivates the need of a policy which will control these challenges. Hadoop may be a used policy recommended to beat this big data problem which usually utilizes MapReduce design to arrange huge amounts of information of the cloud system. Hadoop has no policy to ensure the privacy and protection of the files saved within the Hadoop Distributed File System (HDFS). Within the cloud, the safety of sensitive data may be a significant problem within which encryption schemes play an avital rule. This paper proposes a hybrid method between pair wellknown asymmetric key cryptosystems (RSA and Rabin) to cipher the files saved in HDFS. Therefore, before storing data in HDFS, the proposed cryptosystem is employed to cipher the information. In the proposed system, the user of the cloud might upload files in two ways, secure or non-secure. The hybrid method presents more powerful computational complexity and smaller latency as compared to the RSA cryptosystem alone.https://polytechnic-journal.epu.edu.iq/home/vol10/iss1/14big data;cryptography;hadoop;rabin;rsa |
| spellingShingle | Raghad Z. Yousif Shahab W. Kareem Shadan M. Abdalwahid Enhancing Approach for Information Security in Hadoop Polytechnic Journal big data; cryptography; hadoop; rabin; rsa |
| title | Enhancing Approach for Information Security in Hadoop |
| title_full | Enhancing Approach for Information Security in Hadoop |
| title_fullStr | Enhancing Approach for Information Security in Hadoop |
| title_full_unstemmed | Enhancing Approach for Information Security in Hadoop |
| title_short | Enhancing Approach for Information Security in Hadoop |
| title_sort | enhancing approach for information security in hadoop |
| topic | big data; cryptography; hadoop; rabin; rsa |
| url | https://polytechnic-journal.epu.edu.iq/home/vol10/iss1/14 |
| work_keys_str_mv | AT raghadzyousif enhancingapproachforinformationsecurityinhadoop AT shahabwkareem enhancingapproachforinformationsecurityinhadoop AT shadanmabdalwahid enhancingapproachforinformationsecurityinhadoop |