… A framework of bigdataanalytics is then presented in Section III. Following that, we discuss several case studies that leverage bigdataanalytics in cellularnetworks. Section IV …
… to dataanalytics. Finally, we discuss the benefits and challenges that the network operators encounter in adopting bigdataanalytics, ML, and AI in next-generation wirelessnetworks. …
MS Hadi, AQ Lawey, TEH El-Gorashi… - Computer Networks, 2018 - Elsevier
… First, the survey starts with the introduction of the bigdata … the main network design cycle employing bigdataanalytics. This … use of bigdataanalytics for the design of cellularnetworks. …
MS Parwez, DB Rawat… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… In this paper, we presented anomaly detection in mobilenetworkBigData (Call Detail Record: CDR) using machinelearning (clustering) technique. We analyzed user activities at …
… On the other hand, instead of viewing mobilebigdata as an … vast data traffic, for building a big-dataaware wirelessnetwork … discuss typical bigdata features and efficient dataanalytics to …
MA Kader, E Bastug, M Bennis… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
… of network Based on these motivations, this article explores the potential of bigdata in wireless cellularnetworks … behaviour of users under high data sparsity, large amount of users and …
Y Huang, J Tan, YC Liang - … of Communications and Information Networks, 2017 - Springer
… networks by leveraging WBD (WirelessBigData), CR (Cognitive Radio) and NFV (Network … However, bigdataanalysis in wirelessnetworks is a typical multi-type multi-objective task, …
… on bigdataanalytics that are promising to enhance energy efficiency of wirelessnetworks. … research directions for enhancing energy efficiency of wirelessnetworks in the bigdata era. …
L Qian, J Zhu, S Zhang - … and Information Networks, 2017 - ieeexplore.ieee.org
… approach at simplifying the time series data in wirelessnetworks using time series analysis. … The goal of the work is to ensure bigdata transmission in a wirelessnetwork environment …