Modular analytics management architecture for interoperability and decision support

Stephen Marotta; Max Metzger; Joe Gorman; Amy Sliva

doi:10.1117/12.2224142

12 May 2016 Modular analytics management architecture for interoperability and decision support

Stephen Marotta, Max Metzger, Joe Gorman, Amy Sliva

Proceedings Volume 9831, Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR VII; 98310P (2016) https://doi.org/10.1117/12.2224142
Event: SPIE Defense + Security, 2016, Baltimore, MD, United States

Abstract

The Dual Node Decision Wheels (DNDW) architecture is a new approach to information fusion and decision support systems. By combining cognitive systems engineering organizational analysis tools, such as decision trees, with the Dual Node Network (DNN) technical architecture for information fusion, the DNDW can align relevant data and information products with an organization’s decision-making processes. In this paper, we present the Compositional Inference and Machine Learning Environment (CIMLE), a prototype framework based on the principles of the DNDW architecture. CIMLE provides a flexible environment so heterogeneous data sources, messaging frameworks, and analytic processes can interoperate to provide the specific information required for situation understanding and decision making. It was designed to support the creation of modular, distributed solutions over large monolithic systems. With CIMLE, users can repurpose individual analytics to address evolving decision-making requirements or to adapt to new mission contexts; CIMLE’s modular design simplifies integration with new host operating environments. CIMLE’s configurable system design enables model developers to build analytical systems that closely align with organizational structures and processes and support the organization’s information needs.

Citation Download Citation

Stephen Marotta, Max Metzger, Joe Gorman, and Amy Sliva "Modular analytics management architecture for interoperability and decision support", Proc. SPIE 9831, Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR VII, 98310P (12 May 2016); https://doi.org/10.1117/12.2224142

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