Big data compression for efficient wireless transfer

With the tremendous growth in data size, data compression is essential for efficient data storage and transmission. Data encoding able to compress the file size of data to a relatively smaller size and most of or all the contents in the file will be retrieved after decoding. The main objective of th...

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Main Author: Sui, Wenjun
Other Authors: See Kye Yak
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/140122
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1401222023-07-07T18:39:03Z Big data compression for efficient wireless transfer Sui, Wenjun See Kye Yak School of Electrical and Electronic Engineering EKYSEE@ntu.edu.sg Engineering::Electrical and electronic engineering With the tremendous growth in data size, data compression is essential for efficient data storage and transmission. Data encoding able to compress the file size of data to a relatively smaller size and most of or all the contents in the file will be retrieved after decoding. The main objective of this final year project is to develop a data compression algorithm to reduce the file size by at least ten times. The developed algorithm is also tested to find out its effectiveness to compress data size without compromising the contents. In this project, delta encoding, and variable byte encoding is proposed to reduce the size of the binary data file. It has demonstrated that binary data files can be reduced from 23 MB to about 3 MB, which is close to 15% of the original data size. Bachelor of Engineering (Electrical and Electronic Engineering) 2020-05-26T08:47:33Z 2020-05-26T08:47:33Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/140122 en A2160-191 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Sui, Wenjun
Big data compression for efficient wireless transfer
description With the tremendous growth in data size, data compression is essential for efficient data storage and transmission. Data encoding able to compress the file size of data to a relatively smaller size and most of or all the contents in the file will be retrieved after decoding. The main objective of this final year project is to develop a data compression algorithm to reduce the file size by at least ten times. The developed algorithm is also tested to find out its effectiveness to compress data size without compromising the contents. In this project, delta encoding, and variable byte encoding is proposed to reduce the size of the binary data file. It has demonstrated that binary data files can be reduced from 23 MB to about 3 MB, which is close to 15% of the original data size.
author2 See Kye Yak
author_facet See Kye Yak
Sui, Wenjun
format Final Year Project
author Sui, Wenjun
author_sort Sui, Wenjun
title Big data compression for efficient wireless transfer
title_short Big data compression for efficient wireless transfer
title_full Big data compression for efficient wireless transfer
title_fullStr Big data compression for efficient wireless transfer
title_full_unstemmed Big data compression for efficient wireless transfer
title_sort big data compression for efficient wireless transfer
publisher Nanyang Technological University
publishDate 2020
url https://hdl.handle.net/10356/140122
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