MapReduce for Big Data Analysis: Benefits, Limitations and Extensions

• 作 者: Yang Song Hongzhi Wang Jianzho
• 机 构: HarbinInstituteofTechnology
• 出 处: 国际计算机前沿大会会议论文集
• 发表日期: 2016年1期
• 关键词: Big data MAPREDUCE Parallel COMPUTATION ANALYSIS
• 基金项目: This paper was partially supported by National Sci-Tech Support Plan 2015BAH10F01 and NSFC grant U1509216, 61472099, 61133002 and the Scientific Research Foundation for the Returned Overseas Chinese S

Big data becomes a hot topic. MapReduce is a popular programming paradigm for big data analysis with many benefits. Even though it has widely applications in industry, MapReduce still has limitations in some applications. For these limitations, some exten