The rise of “big data” on cloud computing: Review and open research issues

IAT Hashem, I Yaqoob, NB Anuar, S Mokhtar, A Gani… - Information systems, 2015 - Elsevier
Cloud computing is a powerful technology to perform massive-scale and complex
computing. It eliminates the need to maintain expensive computing hardware, dedicated …

Big data analytics: a survey

CW Tsai, CF Lai, HC Chao, AV Vasilakos - Journal of Big data, 2015 - Springer
The age of big data is now coming. But the traditional data analytics may not be able to
handle such large quantities of data. The question that arises now is, how to develop a high …

Mobile edge computing: A survey

N Abbas, Y Zhang, A Taherkordi… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
Mobile edge computing (MEC) is an emergent architecture where cloud computing services
are extended to the edge of networks leveraging mobile base stations. As a promising edge …

Toward scalable systems for big data analytics: A technology tutorial

H Hu, Y Wen, TS Chua, X Li - IEEE access, 2014 - ieeexplore.ieee.org
Recent technological advancements have led to a deluge of data from distinctive domains
(eg, health care and scientific sensors, user-generated data, Internet and financial …

Living on the edge: The role of proactive caching in 5G wireless networks

E Bastug, M Bennis, M Debbah - IEEE Communications …, 2014 - ieeexplore.ieee.org
This article explores one of the key enablers of beyond 4G wireless networks leveraging
small cell network deployments, proactive caching. Endowed with predictive capabilities and …

Integrated structural health monitoring in bridge engineering

Z He, W Li, H Salehi, H Zhang, H Zhou, P Jiao - Automation in construction, 2022 - Elsevier
Integrated structural health monitoring (SHM) uses the mechanism analysis, monitoring
technology and data analytics to diagnose the classification, location and significance of …

A survey towards an integration of big data analytics to big insights for value-creation

MK Saggi, S Jain - Information Processing & Management, 2018 - Elsevier
Abstract Big Data Analytics (BDA) is increasingly becoming a trending practice that
generates an enormous amount of data and provides a new opportunity that is helpful in …

A survey on deep learning for human mobility

M Luca, G Barlacchi, B Lepri… - ACM Computing Surveys …, 2021 - dl.acm.org
The study of human mobility is crucial due to its impact on several aspects of our society,
such as disease spreading, urban planning, well-being, pollution, and more. The …

Smartphone app usage analysis: datasets, methods, and applications

T Li, T **a, H Wang, Z Tu, S Tarkoma… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
As smartphones have become indispensable personal devices, the number of smartphone
users has increased dramatically over the last decade. These personal devices, which are …

ESM 2.0: State of the art and future potential of experience sampling methods in organizational research

DJ Beal - Annu. Rev. Organ. Psychol. Organ. Behav., 2015 - annualreviews.org
The use of experience sampling methods (ESM) and related techniques has exploded in
organizational research. The goals of this review are to provide a focused perspective on the …