Skip to main content

Microservice Architecture Design for Big Data in Tactical Cloud

  • Conference paper
  • First Online:
Big Data and Security (ICBDS 2019)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 1210))

Included in the following conference series:

Abstract

With the rapid development of emerging technologies such as big data and cloud computing, the research on the “Tactical Cloud” with resource awareness, real-time data sharing and collaborative operations is driven. The tactical cloud is to autonomously complete the intelligent process from task delivery to execution, which is related to situational awareness, dynamic programming, load scheduling, and data synchronization. However, monolithic architecture is used to complete various customization functions on the traditional airborne computers, which results in the problems such as low collaboration and inability to share data in time, especially the requirements of big data. In order to solve the above problems, this paper presents the microservice architecture firstly. Besides, based on the bounded context method for microservice decomposition, the design ideas and implementation schemes for resource scheduling and monitoring and data synchronization in the tactical cloud are proposed to provide efficient and fast collaborative combat capabilities. Briefly, resource scheduling and monitoring provide load scheduling and fault warning for microservices, and data synchronization make functions decomposed into microservices to share various tactical data between aircraft nodes in time.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Zhang, J.: USAF combat cloud concept under the perspective of intelligence fusion. J. Intell. 36(11), 1–7, 27 (2017)

    Google Scholar 

  2. Hu, Y.: Air force “Combat Cloud” development and prospect. Mod. Navig. 01, 74–78 (2017)

    Google Scholar 

  3. Xin, Y.: Survey of implementation framework for microservices architecture. Comput. Eng. Appl. 54(19), 10–17 (2018)

    Google Scholar 

  4. George, J., Chen, C.-A.: Hadoop MapReduce for tactical clouds. In: IEEE 3rd International Conference on Cloud Networking. LNCS, pp. 320–326 (2014)

    Google Scholar 

  5. Lewis, G., Echeverría, S.: Tactical cloudlets: moving cloud computing to the edge. In: IEEE Military Communications Conference. LNCS, pp. 1440–1446 (2014)

    Google Scholar 

  6. Gao, X.: Design of networking anti-stealth fire control system based on cloud cooperating technology. Syst. Eng. Electron. 35(11), 2320–2328 (2013)

    Google Scholar 

  7. Tang, S.: Design of information resource service architecture for naval tactical cloud. Ship Electron. Eng. 39(2), 103–109 (2019)

    Google Scholar 

  8. Zhang, Y.: Research on distributed combat system of air defense anti-missile based on tactical cloud. Aerodyn. Missile J. 03, 55–60 (2018)

    Google Scholar 

  9. Jiang, Y.: Design of infrastructure based on micro-services architecture. Comput. Eng. Softw. 37(05), 93–97 (2016)

    Google Scholar 

  10. Li, C.: Unified application development platform based on micro-service architecture. Comput. Syst. Appl. 26(04), 43–48 (2017)

    Google Scholar 

  11. Hao, T.: Elastic resource provisioning approach for container in micro-service architecture. J. Comput. Res. Dev. 54(03), 597–608 (2017)

    Google Scholar 

  12. Huang, Y.: Design and Implement Distributed Coordination Framework based on Zookeeper. Zhejiang University (2012)

    Google Scholar 

  13. Xie, L.: Design and implementation of distributed service architecture based on dubbox. Softw. Guide 15(05), 13–15 (2016)

    Google Scholar 

  14. Zhou, J.: Application of data distribution service in command and control system. Syst. Constr. 27(002), 44–50 (2018)

    Google Scholar 

  15. Zou, G.: Automatic discovery technology of real-time data distribution service. Comput. Technol. Dev. 27(1), 25–29 (2017)

    Google Scholar 

  16. Han, L.: Java RESTful Web Service in Action, 2nd edn. China Machine Press, Beijing (2016)

    Google Scholar 

  17. Zhong, C.: Evaluating granularity of microservices-oriented system based on bounded context. J. Software 30(10), 3227–3241 (2019)

    Google Scholar 

  18. Apache Dubbo. http://dubbo.apache.org/en-us/. Accessed 19 Nov 2019

  19. Wang, P.D.: Cross-domain data synchronization based on DDS. Commun. Technol. 48(4), 447–452 (2015)

    Google Scholar 

  20. Lv, G.Z.: Design and implementation of request and reply model based on DDS. Inf. Commun. 1, 86–88 (2018)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Liyuan Tang .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Tang, L., Hu, H., Wang, Z., Wang, J., Li, Y. (2020). Microservice Architecture Design for Big Data in Tactical Cloud. In: Tian, Y., Ma, T., Khan, M. (eds) Big Data and Security. ICBDS 2019. Communications in Computer and Information Science, vol 1210. Springer, Singapore. https://doi.org/10.1007/978-981-15-7530-3_31

Download citation

  • DOI: https://doi.org/10.1007/978-981-15-7530-3_31

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-15-7529-7

  • Online ISBN: 978-981-15-7530-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics