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E-raamat: Energizing Data-Driven Operations at the Tactical Edge: Challenges and Concerns

  • Formaat: 122 pages
  • Ilmumisaeg: 28-Jun-2021
  • Kirjastus: National Academies Press
  • Keel: eng
  • ISBN-13: 9780309670760
  • Formaat - EPUB+DRM
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  • Formaat: 122 pages
  • Ilmumisaeg: 28-Jun-2021
  • Kirjastus: National Academies Press
  • Keel: eng
  • ISBN-13: 9780309670760

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Significant efforts are ongoing within the U.S. Air Force (USAF) to improve national security and competitiveness by harnessing the growing power of information technologies, such as artificial intelligence (AI) and robotics. Product and process technologies are being researched, experimented with, and integrated into future warfighting concepts and plans. A significant part of this effort is focused on integrating operations, from the strategic to the tactical and across all lines of effort. A question that must be asked in considering these future warfighting concepts is: how will the devices that enable the knowledge-based future be powered? The abundant energy supplies that characterize peacetime operating environments may not be readily available at the far reaches of the force projections - the tactical edge - during conflict. Understanding the energy challenges associated with continued data collection, processing, storage, analysis, and communications at the tactical edge is an important part of developing the plans for meeting the future competition on the battlefield.



This report identifies challenges and issues associated with energy needs at the tactical edge as well as any potential for solutions to be considered in the future to help address these challenges. The recommendations of Energizing Data-Driven Operations at the Tactical Edge address understanding these requirement needs and the cascading effects of not meeting those needs, integrating energy needs for data processing into mission and unit readiness assessments, and research into product and process technologies to address energy-efficient computation, resilience, interoperability, and alternative solutions to energy management at the tactical edge.

Table of Contents



Front Matter Summary 1 Introduction 2 Analysis of the Problem 3 Recommendations References Appendix A: Statement of Task Appendix B: Meeting Agendas Appendix C: Workshop Proceedings in Brief Appendix D: Acronyms Appendix E: Committee Member Biographical Information
Summary 1(7)
1 Introduction
8(6)
Study Problem
10(1)
Statement of Task
11(1)
Report Audience
12(1)
The Committee's Approach
12(1)
Report Organization
13(1)
2 Analysis of the Problem
14(44)
The Energy Ecosystem
14(9)
Compute and Store
15(4)
Energy Challenges in the Ecosystem
19(4)
Current State of the Air Force
23(3)
Planning
24(1)
Research and Development
25(1)
Energy Needs at the Tactical Edge
26(20)
Energy Dependence and Demand
29(1)
Support for Machine Learning and Artificial Intelligence
30(1)
Power for User Interfaces
31(1)
Integrated Operations
32(1)
Effect on Operational Readiness
33(1)
Energy Consumption Reduction Architectures
34(2)
Energy-Efficient Computation
36(3)
Computing Hardware
39(1)
Software
40(3)
Big Data
43(2)
Data Variety
45(1)
Infrastructure and Enterprise Needs
46(7)
Architecture Design
46(1)
Manpower
47(2)
Research
49(1)
Innovative Approaches to Energy
50(3)
Potential Threats
53(5)
The Threat Ecosystem
53(3)
Cyberattacks on Energy Grid Operations
56(2)
3 Recommendations
58(23)
Summary List of Findings
58(5)
Conclusions
63(2)
Recommendations
65(4)
Energy Needs and Readiness
65(1)
Pull-the-Plug Exercises in Field Tests
65(1)
Energy Needs as Explicit Requirements for All Systems
66(1)
Manpower
67(1)
Energy Resilience
67(1)
Interoperability
68(1)
Research
68(1)
Prioritization
69(1)
Concluding Thoughts
70(1)
References
71(10)
APPENDIXES
A Statement of Task
81(2)
B Meeting Agendas
83(4)
C Workshop Proceedings in Brief
87(17)
D Acronyms
104(3)
E Committee Member Biographical Information
107