An Initial Look at Alternative Computing Technologies for the Intelligence Community

Abstract

We have broadly surveyed the landscape of computing as it relates to the problems of interest to the intelligence community (IC). We find there is no single alternative computing technology (ACT) that is universally applicable to the wide range of IC applications, although there are particular solutions that are suited to individual application classes. We therefore recommend that the IC consider an application-driven, holistic design approach that spans a broad range of technologies and computational models. The application classes we considered were discrete math, big data, distributed sensing and processing, scientific/numerical simulation, robotics/autonomous systems. Holistic design could extend beyond a single technology to include integration of multiple, heterogeneous ACTs as needed to meet application/architecture requirements.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2014
Accession Number
ADA610103

Entities

People

  • David Koester
  • Joshua Alspector
  • Lance Joneckis

Organizations

  • Institute for Defense Analyses

Tags

Communities of Interest

  • Advanced Electronics

DTIC Thesaurus Topics

  • Automata
  • Chemical Reactions
  • Complementary Metal-Oxide Semiconductors
  • Computational Science
  • Computer Programming
  • Computers
  • Control Systems
  • Differential Equations
  • Integrated Circuits
  • Logic Gates
  • Neural Networks
  • Quantum Computers
  • Quantum Computing
  • Quantum Information
  • Quantum Mechanics
  • Semiconductors
  • Systems Biology

Fields of Study

  • Computer science

Readers

  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • AI & ML - Machine Learning Algorithms
  • Autonomy
  • Autonomy - Autonomous System Control