Characterizing and Optimizing the Performance of the MAESTRO 49-Core Processor

Abstract

As space-based imagery-intelligence systems become increasingly complex, processing units are needed that can process the extra data these systems seek to collect. However, the space environment presents a number of threats, such as ambient or malicious radiation, that can damage and otherwise interfere with electronic systems. There is a need, then, for processors that can tolerate radiation-induced faults, and that also have sufficient computational power to handle the large ow of data they encounter. This research investigates one potential solution: a multi-core processor that is radiation-hardened and designed to provide highly parallelized MIMD execution of applicable workloads. A variety of benchmarking programs are used to explore the capabilities of this processor. Additionally, the source code is modified in an attempt to enhance the processor speed and efficiency; the consequent improvements in performance are documented.

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Document Details

Document Type
Technical Report
Publication Date
Mar 27, 2014
Accession Number
ADA600320

Entities

People

  • Eric W. Mote

Organizations

  • Air Force Institute of Technology

Tags

Communities of Interest

  • Electronic Warfare
  • Energy and Power Technologies
  • Space

DTIC Thesaurus Topics

  • Air Force
  • Application-Specific Integrated Circuits
  • Artificial Satellites
  • Complementary Metal-Oxide Semiconductors
  • Computer Programs
  • Computers
  • Data Processing
  • Department Of Defense
  • Digital Signal Processing
  • Electrical Engineering
  • Field Programmable Gate Arrays
  • Image Processing
  • Information Science
  • Operating Systems
  • Semiconductors
  • Signal Processing
  • Supervised Machine Learning

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Integrated Circuit Design and Technology.
  • Parallel and Distributed Computing.

Technology Areas

  • Microelectronics
  • Microelectronics - Microelectromechanical Systems
  • Space