Military Simulation Big Data: Background, State of the Art, and Challenges
Joint Authors
Ma, Yaofei
Song, Xiao
Wu, Yulin
Cui, Yong
Gong, Guanghong
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-20, 20 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-11-24
Country of Publication
Egypt
No. of Pages
20
Main Subjects
Abstract EN
Big data technology has undergone rapid development and attained great success in the business field.
Military simulation (MS) is another application domain producing massive datasets created by high-resolution models and large-scale simulations.
It is used to study complicated problems such as weapon systems acquisition, combat analysis, and military training.
This paper firstly reviewed several large-scale military simulations producing big data (MS big data) for a variety of usages and summarized the main characteristics of result data.
Then we looked at the technical details involving the generation, collection, processing, and analysis of MS big data.
Two frameworks were also surveyed to trace the development of the underlying software platform.
Finally, we identified some key challenges and proposed a framework as a basis for future work.
This framework considered both the simulation and big data management at the same time based on layered and service oriented architectures.
The objective of this review is to help interested researchers learn the key points of MS big data and provide references for tackling the big data problem and performing further research.
American Psychological Association (APA)
Song, Xiao& Wu, Yulin& Ma, Yaofei& Cui, Yong& Gong, Guanghong. 2015. Military Simulation Big Data: Background, State of the Art, and Challenges. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-20.
https://search.emarefa.net/detail/BIM-1073454
Modern Language Association (MLA)
Song, Xiao…[et al.]. Military Simulation Big Data: Background, State of the Art, and Challenges. Mathematical Problems in Engineering No. 2015 (2015), pp.1-20.
https://search.emarefa.net/detail/BIM-1073454
American Medical Association (AMA)
Song, Xiao& Wu, Yulin& Ma, Yaofei& Cui, Yong& Gong, Guanghong. Military Simulation Big Data: Background, State of the Art, and Challenges. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-20.
https://search.emarefa.net/detail/BIM-1073454
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073454