大数据 (Sep 2018)
Big data system software eco-system and platform construction
Abstract
In view of the bottlenecks in common technology and engineering practice faced by big data system software and applications development,the key technological innovations of the National Engineering Laboratory for Big Data System Software(NEL-BDSS) were introduced systematically,including the technical architecture and domain applications of the big data system software ＆quot;Tsinghua Dataway Platform＆quot;,which addresses issues such as:massive multi-source heterogeneous data integration management,interactive heterogeneous data analysis framework,data visualisation and intelligent data engineering,validation and verification of hybrid source big data software,and domain-specific big data applications development and run-time environment.The big data system software eco-system,state-of-the-art big data technology and systems,domain applications,as well as future challenges were summarized systematically.The NEL-BDSS focuses on supporting demonstrative applications of industrial big data,environmental big data as well as meteorological big data.
