Tosson, Amir: The way to a smarter community: exploring and exploiting data modeling, big data analytics, high-performance computing and artificial intelligence techniques [...]. 2020
Inhalt
- Abstract
- Zusammenfassung
- List of publications
- Contents
- List of Figures
- List of Tables
- List of Abbreviations
- Chapter 1 - Introduction
- Chapter 2 - X-ray Diffraction theoretical framework and empirical concerns
- Chapter 3 - Big Data Fundamentals
- 3.1 5V’s theory
- 3.2 Data disciplinary
- 3.3 Data Clouding
- 3.4 Data warehousing and In-Memory databases
- 3.5 Application of Big Data for the X-ray crystallography community
- 3.6 System analysis and conclusion
- Chapter 4 - High performance computing and parallel programming
- 4.1 Introduction
- 4.2 Central Processing Unit (CPU) Vs Graphics Processing Unit (GPU)
- 4.3 Sequential Vs Parallel programming
- 4.4 Keys to success
- 4.5 Application of HPC in EDLD
- 4.6 Results and discussion
- Chapter 5 - Artificial Intelligence (AI)
- Chapter 6 - Application of EDLD in material texture analysis
- 6.1 Introduction
- 6.2 Crystallography behind the scene
- 6.3 EDLD for texture analysis
- 6.4 Technical description of the tool
- 6.5 Conclusion
- Chapter 7 - Summary and conclusion
- Appendix A - Design patterns in softwareengineering
- Appendix B - Codes
- Appendix C - Calculations
- Bibliography
- Acknowledgements