Title :
A survey of mass data mining based on cloud-computing
Author :
Hu, Tingting ; Chen, Haishan ; Huang, Lu ; Zhu, Xiaodan
Author_Institution :
Software Sch., Xiamen Univ., Xiamen, China
Abstract :
Since 2007, the business calculation model-cloud computing was proposed. Promoted greatly by great companies, cloud computing is developing at a very rapid pace. With the features of mass data storage and distribution calculation of cloud computing, it provides a new method for data mining, effectively solving the problems of distribution of mass data mining and efficient storage computing. The cloud computing model brings many benefits and convenience. This paper introduces the cloud computing and data mining and then simply introduce some existing parallel data mining algorithms based on cloud computing and data mining service platforms. Finally it gives a simple description of the problems and prospects of data mining based on cloud computing.
Keywords :
cloud computing; data mining; storage management; business calculation model; cloud computing model; data mining service platform; efficient storage computing; mass data distribution; mass data mining; mass data storage; parallel data mining algorithm; Algorithm design and analysis; Classification algorithms; Cloud computing; Clustering algorithms; Computational modeling; Data mining; Distributed databases; Cloud Computing; Cloud Service; Data Mining; Parallel Computing;
Conference_Titel :
Anti-Counterfeiting, Security and Identification (ASID), 2012 International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4673-2144-0
Electronic_ISBN :
2163-5048
DOI :
10.1109/ICASID.2012.6325353