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 :
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