Inventors:
- Redmond WA, US
Michael Kinoti - Seattle WA, US
Shengquan Yan - Issaquah WA, US
Peng Yu - Bellevue WA, US
Xian Zhang - Bellevue WA, US
Guixi Zou - Bellevue WA, US
Yin He - Kirkland WA, US
Xavier Drudis Rius - Bellevue WA, US
Miriam Rosenberg - Kirkland WA, US
Zijian Zheng - Bellevue WA, US
Assignee:
Microsoft Technology Licensing, LLC - Redmond WA
International Classification:
G06F 16/2455
Abstract:
Architecture that decomposes of one or more monolithic data concepts into atomic concepts and related atomic concept dependencies, and provides streaming data processing that processes individual or separate (atomic) data concepts and defined atomic dependencies. The architecture can comprise data-driven data processing that enables the plug-in of new data concepts with minimal effort. Efficient processing of the data concepts is enabled by streaming only required data concepts and corresponding dependencies and enablement of the seamless configuration of data processing between stream processing systems and batch processing systems as a result of data concept decomposition. Incremental and non-incremental metric processing enables realtime access and monitoring of operational parameters and queries.
