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Architecting the Industrial Internet by Carla Romano, Robert Stackowiak, Shyam Nath

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Analytics functionality

Industrial analytics footprints must provide certain features to deliver solutions to functional and non-functional requirements while addressing the complexity present in this multi-domain architecture. These features include the following:

  • Visualization: Displays and manipulates data and analytic results using charts and graphs
  • Exploration: Ad-hoc querying of stored data
  • Design: Analytics automation for data quality, mining and machine learning, and business intelligence
  • Orchestration: Distributes requests over clusters of computing resources to collect and aggregate data
  • Connection: Exchange of data and work between components
  • Cleansing: Removal of irrelevant and duplicated data and noise, and merging data from ...

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