Comparative Analysis of Data Compression and Communication Algorithms

Efficient data compression methods are critical for optimizing storage, accelerating data transfer, and improving system performance. This study gives a comprehensive comparison of three data compression algorithms: Run-Length Encoding (RLE), Lempel-Ziv-Welch (LZW), and Burrows-Wheeler Transform (BWT). Each technique was assessed in terms of time efficiency, geographical complexity, and feasibility. According to our findings, LZW typically outperforms other approaches, although RLE and BWT perform very well in some cases. We thoroughly evaluate each algorithm to identify its merits, limitations, and potential areas for development.

Authors

Institutions

Publication Details

Published
2024-11-06
DOI
https://doi.org/10.1109/netapps63333.2024.10823593
Citations
1
Primary Topic
Advanced Data Compression Techniques
Type
article
Field-Weighted Citation Impact
0.25
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparative Analysis of Data Compression and Communication Algorithms

Yousef Fazea, Samuel J. Ferguson, S. Richards, Andrew D'Arms et al.
1 citations
Advanced Data Compression Techniques
0.25
article

Comparative Analysis of Data Compression and Communication Algorithms

Yousef Fazea, Samuel J. Ferguson, S. Richards, Andrew D'Arms, Lexi Dunsmore
article en
1 citations

Abstract

Efficient data compression methods are critical for optimizing storage, accelerating data transfer, and improving system performance. This study gives a comprehensive comparison of three data compression algorithms: Run-Length Encoding (RLE), Lempel-Ziv-Welch (LZW), and Burrows-Wheeler Transform (BWT). Each technique was assessed in terms of time efficiency, geographical complexity, and feasibility. According to our findings, LZW typically outperforms other approaches, although RLE and BWT perform very well in some cases. We thoroughly evaluate each algorithm to identify its merits, limitations, and potential areas for development.

Marshall University (US)
Openalex Percentile: Top 42%
Advanced Data Compression Techniques
0.25
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.