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
Go to:
1. Introduction
Go to:
2. Background
Go to:
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
Go to:
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
Go to:
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
Go to:
6. Conclusion
Go to:
Acknowledgment
Go to:
Acronyms
Go to:
Conflict of Interests
Go to:
References
Go to:
Articles from The Scientific World Journal are provided here courtesy of Hindawi Limited