Data compression techniques for efficient storage
Table Of Contents
- 1.Introduction
- 1.1Background and Significance
- 1.2Objectives and Scope
- 2.Fundamentals of Data Compression
- 2.1Information Theory and Entropy
- 2.2Compression Ratio and Efficiency
- 3.Lossless Compression Techniques
- 3.1Huffman Coding
- 3.2Lempel-Ziv-Welch (LZW) Compression
- 4.Lossy Compression Techniques
- 4.1Transform Coding (e.g., JPEG)
- 4.2Quantization and Encoding
- 5.Compression Performance Evaluation
- 5.1Compression Ratio and Speed
- 5.2Quality Metrics for Lossy Compression
Thesis Abstract
Data compression is essential for efficient storage and transmission of digital information. This project focuses on exploring and implementing data compression techniques to optimize storage utilization. The project will investigate various compression algorithms, including lossless and lossy methods, and evaluate their effectiveness in reducing data size while preserving information integrity. The goal is to develop a comprehensive understanding of data compression and its practical applications in modern storage systems.
Thesis Overview
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