Title :
Transplantation of Data Mining Algorithms to Cloud Computing Platform When Dealing Big Data
Author :
Yong Wang ; Ya-Wei Zhao
Author_Institution :
Coll. of Eng. & Inf. Technol., Univ. of Chinese Acad. of Sci., Beijing, China
Abstract :
This paper made a short review of Cloud Computing and Big Data, and discussed the portability of general data mining algorithms to Cloud Computing platform. It revealed the Cloud Computing platform based on Map-Reduce cannot solve all the Big Data and data mining problems. Transplanting the general data mining algorithms to the real-time Cloud Computing platform will be one of the research focuses in Cloud Computing and Big Data.
Keywords :
Big Data; cloud computing; data mining; Big Data; MapReduce; cloud computing platform; data mining algorithm; Algorithm design and analysis; Big data; Cloud computing; Computational modeling; Data mining; Parallel processing; Real-time systems; Big Data; Cloud Computing; data mining; transplantation;
Conference_Titel :
Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2014 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4799-6235-8
DOI :
10.1109/CyberC.2014.39
