Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
A Satellite-Ground Integration Test Scheme for Spacecraft Attitude and Orbit Control System Based on 1553B Bus Architecture Read chapter Read first chapter

2021 | OriginalPaper | Chapter

Architecture and Technology of Multi-Source Heterogeneous Data System for Telecom Operator

Authors : Lexi Xu, Gaofeng Cui, Xin Hu, Shuaijun Liu, Yuwei Jia, Tao Zhang, Jie Gao, Runsha Dong, Yao Zhou, Xinzhou Cheng, Xin He

Published in: Signal and Information Processing, Networking and Computers

Publisher: Springer Singapore

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In recent years, telecom operator builds mobile networks infrastructure worldwide, as well as deploys a series of relevant systems/platforms to management the mobile networks and telecom customers. These systems/platforms can generate a huge amount of data resources. In order to effectively access these systems/platforms and make use of the valuable data resources, this paper designs a novel multi-source heterogeneous data (MSHD) system for telecom operator. The MSHD system contains data access module, data pre-processing module, data storage and management module, data application and visualization module. The MSHD system can assist telecom internal application as well as the vertical industry application.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter An Evaluation Model of User Lifetime Value Based on Improved RFM and AHP Method
next chapter Intelligent Detection of Network Coverage Problems Based on the Clustering Algorithm
Literature
1.
Zhu, C., Cheng, X., et al.: A novel base station analysis scheme based on telecom big data. In: 20th International Conference on High Performance Computing and Communications, pp. 1076–1081. IEEE Press, Exeter (2018)
2.
Xu, L., et al.: Channel-aware optimised traffic shifting in LTE-advanced relay networks. In: 25th IEEE International Symposium on Personal Indoor and Mobile Radio Communications, pp. 1597–1602, IEEE press, Washington (2014)
3.
Xu, L., Chen, Y.: Priority-based resource allocation to guarantee handover and mitigate interference for OFDMA systems. In: 20th IEEE International Symposium on Personal Indoor and Mobile Radio Communications, pp. 783–787. IEEE Press, Tokyo (2009)
4.
Guo, T., et al.: Proximity as a service for the use case of access enhancement via cellular network-assisted mobile device-to-device. IEEE Access (online available), pp. 1–8 (2020)
5.
Xu, L., Zhao, X., Yu, Y., et al.: A comprehensive operation and revenue analysis algorithm for LTE/5G wireless system based on telecom operator data. In: 19th IEEE International Conference on Scalable Computing and Communications, pp. 1521–1524. IEEE press, Leicester (2019)
6.
Unicom, China: China Unicom LTE network optimization guide book. China Unicom Press, Beijing (2013)
7.
Xu, L., Luan, Y., et al.: Telecom big data based user offloading self-optimisation in heterogeneous relay cellular systems. Int. J. Distrib. Syst. Technol. 8(2), 27–46 (2017)CrossRef
8.
Guo, A., et al.: Research on SDN/NFV network traffic management and optimization based on bigdata and artificial intelligence. In: 18th IEEE International Symposium on Communications and Information Technologies, pp. 377–382. IEEE Press, Bangkok (2018)
9.
Xu, L., Chen, Y., et al.: User-vote assisted Self-organizing load balancing for OFDMA cellular systems. In: 22nd IEEE International Symposium on Personal Indoor and Mobile Radio Communications, pp. 217–221. IEEE Press, Toronto (2011)
10.
Xu, L., Cheng, X., et al.: Self-optimised coordinated traffic shifting scheme for LTE cellular systems. In: 1st EAI International Conference on Self-Organizing Networks, pp. 67–75. Springer press, Beijing (2015)
11.
Zhang, T., et al.: A novel LTE network deployment scheme using telecom big data. In: 1st International Conference on Signal and Information Processing. Networking and Computers, pp. 261–270. CRC Press Taylor & Francis Group, Beijing (2015)
12.
Xu, L., Chen, Y., Gao, Y., Cuthbert, L.: A self-optimizing load balancing scheme for fixed relay cellular networks. In: 2th IET International Conference on Communication Technology and Application, pp. 306–311. IET Press, Beijing (2011)
13.
Xu, L., Luan, Y., et al.: WCDMA data based LTE site selection scheme in LTE deployment. In: 1st International Conference on Signal and Information Processing. Networking and Computers, pp. 249–260. CRC Press Taylor & Francis Group, Beijing (2015)
14.
Xu, L., Chen, Y., Chai, K.K., et al.: Self-organising cluster-based cooperative load balancing in OFDMA cellular networks. Wiley Wirel. Commun. Mob. Comput. 15(7), 1171–1187 (2015)CrossRef
15.
Xu, L., Cheng, X., et al.: Mobility load balancing aware radio resource allocation scheme for LTE-advanced cellular networks. In: 16th IEEE International Conference on Communication Technology, pp. 806–812. IEEE Press, Hangzhou (2015)
16.
Xu, L., Chen, Y., et al.: Cooperative mobility load balancing in relay cellular networks. In: 3rd IEEE International Conference on Communication in China, pp. 141–146. IEEE Press, Xi’An (2013)
17.
Chao, K., et al.: A precise pollution prevention and control method based on telecom operator data. In: 19th IEEE International Conference on Scalable Computing and Communications, pp. 1525–1528. IEEE press, Leicester (2019)
18.
Xu, L., et al.: Research on telecom big data platform of LTE/5G mobile networks. In: 18th IEEE International Conferences on Ubiquitous Computing and Communications, pp. 756–761. IEEE press, Shenyang (2019)
19.
Dong, R., et al.: Design and application on metadata management for information supply chain. In: 16th IEEE International Symposium on Communications and Information Technologies, pp. 393–396. IEEE Press, Qingdao (2016)
20.
Eiza, M., et al.: Toward Sustainable and Economic Smart Mobility: Shaping the Future of Smart Cities, 1st edn. World Scientific, London (2020)CrossRef
21.
Xu, L., Chen, X., et al.: Telecom big data assisted BS resource analysis for LTE/5G systems. In: 18th IEEE International Conferences on Ubiquitous Computing and Communications, pp. 81–88. IEEE press, Shenyang (2019)
22.
Xu, L., Zhao, X., et al.: Data mining for base station evaluation in LTE cellular systems. In: 3rd International Conference on Signal and Information Processing. Networking and Computers, pp. 356–364. Springer press, Chongqing (2017)
23.
Gao, J., Cheng, X., et al.: An interference management algorithm using big data analytics in LTE cellular networks. In: 16th IEEE International Symposium on Communications and Information Technologies, pp. 246–251. IEEE Press, Qingdao (2016)
24.
Xu, L., Luan, Y., et al.: Self-optimised joint traffic offloading in heterogeneous cellular networks. In: 16th IEEE International Symposium on Communications and Information Technologies, pp. 263–267. IEEE press, Qingdao (2016)
25.
Xu, L., et al.: User perception aware telecom data mining and network management for LTE/LTE-advanced networks. In: 4rd International Conference on Signal and Information Processing. Networking and Computers, pp. 237–245. Springer press, Qingdao (2018)
26.
Xu, L., Chen, Y., et al.: User relay assisted traffic shifting in LTE-advanced systems. In: 77th IEEE Vehicular Technology Conference, pp. 1–6. IEEE press, Dresden (2013)
27.
Zhang, H., et al.: Big data research on driving behavior model and auto insurance pricing factors based on UBI. In: 3rd International Conference on Signal and Information Processing. Networking and Computers, pp. 404–411. Springer press, Chongqing (2017)
28.
Ye, H., et al.: A survey of security and privacy in big data. In: 16th IEEE International Symposium on Communications and Information Technologies, pp. 268–272. IEEE Press, Qingdao (2016)
Metadata
Title
Architecture and Technology of Multi-Source Heterogeneous Data System for Telecom Operator
Authors
Lexi Xu
Gaofeng Cui
Xin Hu
Shuaijun Liu
Yuwei Jia
Tao Zhang
Jie Gao
Runsha Dong
Yao Zhou
Xinzhou Cheng
Xin He
Copyright Year
2021
Publisher
Springer Singapore
Book
Signal and Information Processing, Networking and Computers

Print ISBN: 978-981-334-101-2

Electronic ISBN: 978-981-334-102-9

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-981-33-4102-9_120

Premium Partner

    Image Credits