A MapReduce based Parallel Algorithm for CIM Data Verification

摘要：

　　At present,the power system is building up on top of a series of auxiliary systems for examples communication systems,monitoring systems,marketing systems and so on.All the systems work based on the shared power system data which are defined using Common Information Model(CIM).Due to diversiform reasons,errors may exist in the data.Therefore the verification technologies are developed.So far the researchers mainly focus on the accuracy of the verification.However,along with the volume of data increasing,efficiency has become an issue.This paper proposes a CIM verifying algorithm based on MapReduce in terms of efficiency improvement.The experimental results show that it can enhance the performance of verification.

关键词： CIM,verification,MapReduce,cluster,distributed

作者: Yang Liu Xiaodong Shen Lixiong Xu Maozhen Li

作者单位: School of Electrical Engineering and Information Systems Sichuan University Chengdu, China School of Engineering and Design Brunel University London, UK

会议类型: 国际会议

会议名称: The 2014 10th International Conference on Natural Computation (ICNC 2014) and the 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2014)(第十届自然计算和第十一届模糊系统与知识发现国际会议)

会议地点: 厦门

会议语种:英文

页码: 715-720

在线出版日期: 2014-08-19（万方平台首次上网日期，不代表论文的发表时间）