Recent advances and challenges in mobile big data

E Ahmed, I Yaqoob, IAT Hashem… - IEEE …, 2018 - ieeexplore.ieee.org
… structured or unstructured data called mobile big data (MBD). … mobile phones. By 2020,
50 billion devices are expected to be connected to the Internet. At this point, predicted data

Exploiting mobile big data: Sources, features, and applications

X Cheng, L Fang, X Hong, L Yang - IEEE Network, 2017 - ieeexplore.ieee.org
… features of mobile big data. We overview various applications that exploit these data. … In
addition, the trend in mobile big data analytics is that mobile big data are increasingly used not …

Management and application of mobile big data

Z Liao, Q Yin, Y Huang… - International Journal of …, 2015 - inderscienceonline.com
… Like other big data, mobile big data are complex multifaceted objects with the complex
internal relations. They are becoming an infrastructure of their own and need to be supported by …

A Survey on Machine Learning‐Based Mobile Big Data Analysis: Challenges and Applications

J Xie, Z Song, Y Li, Y Zhang, H Yu… - … and Mobile …, 2018 - Wiley Online Library
… the main challenges and future development directions of mobile big data analysis. … the
new criterion for data analytics of enterprises and researchers. Therefore, mobile big data (MBD) …

Characterizing flow, application, and user behavior in mobile networks: A framework for mobile big data

Y Qiao, Z Xing, ZM Fadlullah, J Yang… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
… framework deals with the mobile big data generated by the aforementioned considered
architecture. In particular, we focus on FMBDbased mobile big data acquisition and processing. …

Mobile big data: The fuel for data-driven wireless

X Cheng, L Fang, L Yang, S Cui - IEEE Internet of things …, 2017 - ieeexplore.ieee.org
… computing architecture for big data is discussed in Sec.VII, which provides an effective tool
for mobile big data research, especially on mobile big data mining. Finally, data security and …

[HTML][HTML] The mobile data challenge: Big data for mobile computing research

J Laurila, O Dousse, O Bornet - 2012 - academia.edu
… This growth can be attributed as Mobile Big Data and provides new challenges and … concept
of Mobile Big Data, provide description of various sources of Mobile Big Data and discuss …

Mobile big data analytics using deep learning and apache spark

MA Alsheikh, D Niyato, S Lin, HP Tan, Z Han - IEEE network, 2016 - ieeexplore.ieee.org
… Collecting mobile big data is unprofitable unless suitable analytics and learning methods …
data. This article presents an overview and brief tutorial on deep learning in mobile big data

Mobile Big Data

G Skourletopoulos, G Mastorakis, CX Mavromoustakis… - IEEE Network, 2018 - Springer
… The usage of mobile devices steadily grows causing an enormous rise in the mobile data
traffic over the Internet. Data is produced by handheld, pervasive and wearable devices, which …

[PDF][PDF] Measuring economic activity in China with mobile big data

L Dong, S Chen, Y Cheng, Z Wu, C Li, H Wu - EPJ Data Science, 2017 - Springer
… In summary, we use mobile big data to construct real-time indices to track trends in Chinese
employment and consumption. We employ several strategies to verify our assumptions and …