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Military Simulation Big Data: Background, State of the Art, and Challenges
المؤلفون المشاركون
Ma, Yaofei
Song, Xiao
Wu, Yulin
Cui, Yong
Gong, Guanghong
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-20، 20ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-11-24
دولة النشر
مصر
عدد الصفحات
20
التخصصات الرئيسية
الملخص 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.
نمط استشهاد جمعية علماء النفس الأمريكية (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
نمط استشهاد الجمعية الأمريكية للغات الحديثة (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
نمط استشهاد الجمعية الطبية الأمريكية (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
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1073454
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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