Optimization of Data Compression Algorithms for Efficient Storage
Table Of Contents
- 1.Introduction
- 1.1Background and Motivation
- 1.2Objectives
- 1.3Scope and Challenges
- 2.Literature Review
- 2.1Data Compression Techniques
- 2.2Compression Algorithms and Standards
- 2.3Performance Metrics and Trade-offs
- 3.Algorithm Optimization
- 3.1Compression Ratio Improvement
- 3.2Speed and Throughput Enhancement
- 3.3Adaptability to Data Characteristics
- 4.Experimental Setup
- 4.1Benchmark Datasets and Workloads
- 4.2Performance Evaluation Metrics
- 4.3Comparative Analysis
- 5.Results and Analysis
- 5.1Compression Efficiency
- 5.2Impact on Data Retrieval and Processing
Thesis Abstract
This project aims to optimize data compression algorithms to achieve efficient storage of large volumes of data. The project will focus on enhancing the compression ratio, speed, and adaptability of existing compression techniques to accommodate diverse data types and workloads. The optimized algorithms will be evaluated based on their performance in reducing storage requirements while minimizing the impact on data retrieval and processing. The project seeks to contribute to the development of more effective and resource-efficient data storage solutions.
Thesis Overview
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