大数据采掘算法在云计算平台上的移植
Transplantation of Data Mining Algorithms to Cloud Computing Platform when Dealing Big Data
摘要:
本文对云计算和大数据进行了简要的回顾,并讨论了一般数据采掘算法在云计算平台上的可移植性。揭示了基于Map-Reduce的云计算平台并不能解决所有的大数据和数据采掘问题。将通用的数据采掘算法移植到实时的云计算平台上将是云计算和大数据领域的研究热点之一。
英文摘要:
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.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。