TY - GEN
T1 - A short survey on the state of the art in architectures and platforms for large scale data analysis and knowledge discovery from data
AU - Begoli, Edmon
PY - 2012
Y1 - 2012
N2 - 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 emerging data management and analytic platforms including parallel databases, Hadoop-based systems, High Performance Computing (HPC) platforms and platforms popularly referred to as NoSQL platforms. Platforms are presented based on their relevance, analysis they support and the data organization model they support.
AB - 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 emerging data management and analytic platforms including parallel databases, Hadoop-based systems, High Performance Computing (HPC) platforms and platforms popularly referred to as NoSQL platforms. Platforms are presented based on their relevance, analysis they support and the data organization model they support.
KW - Big Data
KW - Knowledge discovery from data
KW - Large scale data analysis
KW - Massively parallel processing
KW - NoSQL
KW - Software architecture
UR - http://www.scopus.com/inward/record.url?scp=84866849883&partnerID=8YFLogxK
U2 - 10.1145/2361999.2362039
DO - 10.1145/2361999.2362039
M3 - Conference contribution
AN - SCOPUS:84866849883
SN - 9781450315685
T3 - ACM International Conference Proceeding Series
SP - 177
EP - 183
BT - Joint 10th Working Conference on Software Architecture, WICSA 2012 and 6th European Conference on Software Architecture, ECSA 2012 - Proceedings Companion Volume
T2 - 2012 Joint 10th Working IEEE/IFIP Conference on Software Architecture, WICSA 2012 and the 6th European Conference on Software Architecture, ECSA 2012
Y2 - 20 August 2012 through 24 August 2012
ER -