Big Data: Survey, Technologies, Opportunities, and Challenges [PDF]

Jul 17, 2014 - It has generated significant interest in various fields, including the manufacture of healthcare machines

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ScientificWorldJournal. 2014; 2014: 712826.

PMCID: PMC4127205

Published online 2014 Jul 17. doi: 10.1155/2014/712826

PMID: 25136682

Big Data: Survey, Technologies, Opportunities, and Challenges Nawsher Khan, 1 , 2 ,* Ibrar Yaqoob, 1 Ibrahim Abaker Targio Hashem, 1 Zakira Inayat, 1 , 3 Waleed Kamaleldin Mahmoud Ali, 1 Muhammad Alam, 4 , 5 Muhammad Shiraz, 1 and Abdullah Gani 1 1 Mobile Cloud Computing Research Lab, Faculty of Computer Science and Information Technology, University of Malaya, 50603 Kuala Lumpur, Malaysia 2 Department of Computer Science, Abdul Wali Khan University Mardan, Mardan 23200, Pakistan 3 Department of Computer Science, University of Engineering and Technology Peshawar, Peshawar 2500, Pakistan 4 Saudi Electronic University, Riyadh, Saudi Arabia 5 Universiti Kuala Lumpur, 50603 Kuala Lumpur, Malaysia *Nawsher Khan: [email protected] Academic Editor: Jung-Ryul Lee Received 2014 Apr 6; Accepted 2014 May 28. Copyright © 2014 Nawsher Khan et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. This article has been cited by other articles in PMC.

Abstract

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1. Introduction

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2. Background

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2.1. Volume of Big Data

2.1.1. Rapid Growth of Data

Table 1

2.1.2. Development Rate of Hard Disk Drives (HDDs)

2.2. Big Data in the Current Environments of Enterprise and Technology

3. Big Data Management

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3.1. Management Tools

3.2. Hadoop

Table 2

Table 3

Table 4

3.3. Limitations of Hadoop

4. Life Cycle and Management of Data Using Technologies and Terminologies of Big Data

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4.1. Raw Data

4.2. Collection/Filtering/Classification

4.3. Data Analysis

4.3.1. Heterogeneity

Table 5

4.3.2. Scalability

4.3.3. Accuracy

4.3.4. Complexity

4.4. Storing/Sharing/Publishing

4.5. Security

4.5.1. Privacy

4.5.2. Integrity

4.5.3. Availability

Table 6

4.5.4. Confidentiality

4.6. Retrieve/Reuse/Discover

5. Opportunities, Open Issues, and Challenges

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6. Conclusion

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Acknowledgment

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Acronyms

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Conflict of Interests

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References

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Articles from The Scientific World Journal are provided here courtesy of Hindawi Limited

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