CAJ | 학술논문

针对电力数据体量大、种类庞杂、横跨专业多等特点而引起的系统访问响应不及时的现状，本课题以生产、运营、营销、管理等各环节业务需求为研究对象，通过分析产生系统性能问题的原因，以大规模数据存储、大规模数据检索、即时处理等技术为基础，从电力大数据的访问特征、大数据高速存储、检索以及流计算即时处理等层面，研究面向电力大数据特征的高速存储体系结构、索引体系结构以及流计算即时处理技术，实现电力大数据处理的原型系统并进行验证，补充和完善技术研究成果，提升公司业务系统性能。
침대전력수거체량대、충류방잡、횡과전업다등특점이인기적계통방문향응불급시적현상，본과제이생산、운영、영소、관리등각배절업무수구위연구대상，통과분석산생계통성능문제적원인，이대규모수거존저、대규모수거검색、즉시처리등기술위기출，종전력대수거적방문특정、대수거고속존저、검색이급류계산즉시처리등층면，연구면향전력대수거특정적고속존저체계결구、색인체계결구이급류계산즉시처리기술，실현전력대수거처리적원형계통병진행험증，보충화완선기술연구성과，제승공사업무계통성능。
Large body of data for electricity,species complex,multi system access features across the professional and timely response is not caused by the status quo,subject to the production,operations,marketing,management and other aspects of the business requirements for the study,the analysis generated by the system cause of performance problems in large-scale data storage,large-scale data retrieval,real-time processing technology,the characteristics of electric power from large data access,high-speed large data storage,retrieval and streaming realtime processing and other aspects of computing,big data research for electricity characteristics of high-speed memory architectures,indexing architecture and real-time processing stream computing technology,a prototype system for large data processing power and verify,supplement and perfect the technology research to improve business performance.