Abstract
In this paper, we want to introduce a new research area “network engineering”. The main research question is how the network configuration can be automatically and adaptively decided, given various dynamic contexts (e.g., network interference, heterogeneity and so on). The aim of this work is to design data-driven framework which is in three layer architecture (i.e., network entity layer, complex semantic analytics layer, and action provisioning layer).
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Gupta, A., Jha, R.-K.: A survey of 5G network: architecture and emerging technologies. IEEE Access 3, 1206–1232 (2015)
Miornandi, D., Sicari, S., Pellegrini, F.-D., Chlamtac, I.: Internet of Things: vision, applications and research challenges. Ad Hoc Netw. 10(7), 1497–1516 (2012)
China Mobile C-RAN: The road towards green RAN. White Paper, Ver, 2 (2011)
Tragos, E.-Z., Angelakis, V.: Cognitive radio inspired M2M communications. In: Proceedings of 16th IEEE International Symposium on Wireless Personal Multimedia Communications (WPMC), pp. 1–5 (2013)
Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of Things (IoT): a vision, architectural elements, and future directions. Futur. Gener. Comput. Syst. 29(7), 1645–1660 (2013)
Bhargav, A.-S., Squicciarini, A.-C., Bertino, E.: Trust negotiation in identity management. IEEE Secur. Priv. 5(2), 55–63 (2007)
Nguyen, H.-L., Lee, O.-J., Jung, J.-E., Park, J., Um, T.-W., Lee, H.-W.: Event-driven trust refreshment on ambient services. IEEE Access 5, 4664–4670 (2017)
Zorzi, M., Gluhak, A., Lange, S., Bassi, A.: From today’s Intranet of Things to a future Internet of Things: a wireless-and mobility-related view. IEEE Wirel. Commun. 17(6), 43–51 (2010)
Yu, G.-J., Bui, K.-H.-N.: A novel downlink interference management mechanism for two-tier OFDMA femtocell networks. J. Adv. Comput. Netw. 4(2), 80–85 (2016)
Atzori, L., Iera, A., Morabito, G.: The The Internet of Things: a survey. Comput. Netw. 54(15), 2787–2805 (2010)
Yun, M., Yuxin, B.: Research on the architecture and key technology of Internet of Things (IoT) applied on smart grid. In: Proceedings of IEEE International Conference on Advances in Energy Engineering (ICAEE), pp. 69–72 (2010)
Bui, K.-H.-N., Camacho, D., Jung, J.-E.: Real-time traffic flow management based on inter-object communication: a case study at intersection. Mob. Netw. Appl. 22(4), 613–624 (2017)
Bui, K.-H.-N., Jung, J.-E., Camacho, D.: The game theoretic approach on real-time decision making for IoT-based traffic light control. Concurr. Comput. Pract. Exp. 29(1511), e4077 (2017)
Acknowledgments
This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (NRF-2017R1A41015675).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Bui, K.H.N., Cho, S., Jung, J.J., Kim, J., Lee, OJ., Na, W. (2018). Network Engineering: Towards Data-Driven Framework for Network Configuration. In: Jung, J., Kim, P., Choi, K. (eds) Big Data Technologies and Applications. BDTA 2017. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 248. Springer, Cham. https://doi.org/10.1007/978-3-319-98752-1_7
Download citation
DOI: https://doi.org/10.1007/978-3-319-98752-1_7
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-98751-4
Online ISBN: 978-3-319-98752-1
eBook Packages: Computer ScienceComputer Science (R0)