Abstract
Due to the advancement of computation power and data storage/collection technologies, the field of data modelling and applications have been evolving rapidly over the last two decades, with different buzz words as knowledge discovery in databases (KDD), data mining (DM), business analytics, big data analytic, etc. There are tremendous opportunities in interdisciplinary research and education in data science, system informatics, and big data analytics; as well as in complex systems optimization and management in various industries of finance, healthcare, transportation, and energy, etc. In this paper, we will present our views and experience in the evolution of big data analytics, challenges and opportunities, and some applications in system monitoring and management.
| Original language | English |
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| Title of host publication | Intelligent Statistical Quality Control |
| Publisher | Helmut Schmidt University |
| Pages | 369-384 |
| Publication status | Published - 2016 |
| Event | 12th International Workshop on Intelligent Statistical Quality Control, IWISQC 2016 - Hamburg, Germany Duration: 16 Aug 2016 → 19 Aug 2016 |
Conference
| Conference | 12th International Workshop on Intelligent Statistical Quality Control, IWISQC 2016 |
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| Place | Germany |
| City | Hamburg |
| Period | 16/08/16 → 19/08/16 |
Research Keywords
- Big data analytics
- Large scale simulation
- Prognostics and health management
- System surveillance