Using pre-determined patterns to analyze the common behavior of compressed data and their compressibility apeal

Al-Khayyat, Kamal and Alshaikhli, Imad Fakhri Taha and V, Vijaykumar V (2018) Using pre-determined patterns to analyze the common behavior of compressed data and their compressibility apeal. International Journal of Engineering & Technology, 7 (2 (Special Issue 34)). pp. 34-38. ISSN 2227-524X

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Abstract

This paper studies the behavior of compressed/uncompressed data on predetermined binary patterns. These patterns were generated according to specific criteria to ensure that they represent binary files. Each pattern is structurally unique. This study shows that all compressed data behave almost similarly when analyzing predetermined patterns. They all follow a curve similar to that of a skewed normal distribution. The uncompressed data, on the other hand, behave differently. Each file of uncompressed data plots its own curve without a specific shape. The paper confirms the side effect of these patterns, and the fact that they can be used to measure the compr essibility appeal of compressed data.

Item Type:	Article (Journal)
Additional Information:	6534/64305
Uncontrolled Keywords:	Compressed Data, Uncompressed Data, Patterns, Compressibility, Randomness
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology > Department of Computer Science Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User:	Professor Imad Taha
Date Deposited:	29 Jun 2018 11:10
Last Modified:	15 Oct 2018 17:42
URI:	http://irep.iium.edu.my/id/eprint/64305

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