DocumentCode
3756238
Title
Migration from HPC-Based Data Processing Systems to Cloud-Computing Based Data Mining Systems
Author
Jun Ni;Ying Chen;Jie Sha;Minghuan Zhang
Author_Institution
Big Data &
fYear
2015
Firstpage
181
Lastpage
187
Abstract
This paper reflects of experimental efforts in system structure design with brief review and considerations various system characteristics. The study reports our progress of how to migrate a system with either OLTP or OLAP and their simply combination, through HPC-oriented data processing system to HPC-enhanced, cloud-configured system for big data processing and data mining. The system is also equipped with IBM supported big data technology. The experimental system provides an insight into small-middle scaled system structure and implementations for research and/or teaching-purposed system platform for higher education.
Keywords
"Data mining","Computers","Systems architecture","Switches","Big data","Data warehouses"
Publisher
ieee
Conference_Titel
Internet Computing for Science and Engineering (ICICSE), 2015 Eighth International Conference on
Type
conf
DOI
10.1109/ICICSE.2015.40
Filename
7422477
Link To Document