A Comparative Evaluation of Database Technologies for Large-Scale Time Series Data Management

1. Introduction 1.1 Background and Motivation 1.2 Research Objectives 1.3 Structure of the Study 2. Literature Review 2.1 Overview of Database Technologies 2.2 Time Series Data Management 2.3 Previous Comparative Studies 3. Methodology 3.1 Research Design 3.2 Data Collection Methods 3.3 Analysis Criteria 4. Database Technologies Overview 4.1 Relational Databases 4.2 NoSQL Databases 4.3 Time Series Databases 5. Evaluation Framework 5.1 Performance Metrics 5.2 Scalability Considerations 5.3 Usability and Maintenance 6. Experimental Results 6.1 Performance Benchmarks 6.2 Scalability Tests 6.3 Usability Analysis 7. Discussion 7.1 Interpretation of Results 7.2 Comparison with Existing Studies 7.3 Implications for Practitioners 8. Conclusion 8.1 Summary of Findings 8.2 Limitations of the Study 8.3 Future Research Directions