Developing Sea Cloud Data System Key Technologies for Large Data Analysis and Mining
Xiaojun Chen · 2012
As the cost of data generation is going down,the data generated in the society increases exponentially.Furthermore,the complexity of the data structure is increasing as well.This phenomenon presents an extremely big challenge to the traditional data analysis techniques.How to analyze and mine big data and extract valuable knowledge for decision making has become a popular big concern in academics and industry.Some countries have raised this issue to the national strategic level.In this paper,we first introduce some basic concepts about big data,its characteristics and scientific problems.We then summarize some initial results of the project of research and development of key for sea and cloud data systems in the program of sensing China oriented next generation information technologies being carried out in Chinese Academy of Sciences.We propose further innovations on the related to spearhead the on big data management,analysis and mining in the near future.