A Short Survey on the State of the Art in Architectures and Platforms for Large Scale Data Analysis and Knowledge Discovery from Data
Conference
·
OSTI ID:1049829
- ORNL
Intended as a survey for practicing architects and researchers seeking an overview of the state-of-the-art architectures for data analysis, this paper provides an overview of the emerg- ing data management and analytic platforms including par- allel databases, Hadoop-based systems, High Performance Computing (HPC) platforms and platforms popularly re- ferred to as NoSQL platforms. Platforms are presented based on their relevance, analysis they support and the data organization model they support.
- Research Organization:
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Sponsoring Organization:
- USDOE Laboratory Directed Research and Development (LDRD) Program
- DOE Contract Number:
- DE-AC05-00OR22725
- OSTI ID:
- 1049829
- Resource Relation:
- Conference: WICSA, Helsinki, Finland, 20120820, 20120824
- Country of Publication:
- United States
- Language:
- English
Similar Records
Big Data as a Service from an Urban Information System
A Nonrelational Data Warehouse for the Analysis of Field and Laboratory Data From Multiple Heterogeneous Photovoltaic Test Sites
Knowledge Discovery and Data Mining (KDDM) survey report.
Conference
·
Sat Oct 01 00:00:00 EDT 2016
·
OSTI ID:1049829
+1 more
A Nonrelational Data Warehouse for the Analysis of Field and Laboratory Data From Multiple Heterogeneous Photovoltaic Test Sites
Journal Article
·
Thu Dec 01 00:00:00 EST 2016
· IEEE Journal of Photovoltaics
·
OSTI ID:1049829
+7 more
Knowledge Discovery and Data Mining (KDDM) survey report.
Technical Report
·
Tue Feb 01 00:00:00 EST 2005
·
OSTI ID:1049829
+5 more