Survey of fog computing: Fundamental, network applications, and research challenges

M Mukherjee, L Shu, D Wang - IEEE Communications Surveys …, 2018 - ieeexplore.ieee.org
Fog computing is an emerging paradigm that extends computation, communication, and
storage facilities toward the edge of a network. Compared to traditional cloud computing, fog …

Big Data and cloud computing: innovation opportunities and challenges

C Yang, Q Huang, Z Li, K Liu, F Hu - International Journal of Digital …, 2017 - Taylor & Francis
Big Data has emerged in the past few years as a new paradigm providing abundant data
and opportunities to improve and/or enable research and decision-support applications with …

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 …

Assessment of the suitability of fog computing in the context of internet of things

S Sarkar, S Chatterjee, S Misra - IEEE Transactions on Cloud …, 2015 - ieeexplore.ieee.org
This work performs a rigorous, comparative analysis of the fog computing paradigm and the
conventional cloud computing paradigm in the context of the Internet of Things (IoT), by …

Theoretical modelling of fog computing: a green computing paradigm to support IoT applications

S Sarkar, S Misra - Iet Networks, 2016 - Wiley Online Library
In this study, the authors focus on theoretical modelling of the fog computing architecture
and compare its performance with the traditional cloud computing model. Existing research …

Winning at the starting line: Joint network selection and service placement for mobile edge computing

B Gao, Z Zhou, F Liu, F Xu - IEEE INFOCOM 2019-IEEE …, 2019 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) is an emerging computing paradigm in which computational
capabilities are pushed from the central cloud to the network edges. However, preserving …

Recent development in big data analytics for business operations and risk management

TM Choi, HK Chan, X Yue - IEEE transactions on cybernetics, 2016 - ieeexplore.ieee.org
“Big data” is an emerging topic and has attracted the attention of many researchers and
practitioners in industrial systems engineering and cybernetics. Big data analytics would …

Resource provision algorithms in cloud computing: A survey

J Zhang, H Huang, X Wang - Journal of network and computer applications, 2016 - Elsevier
Efficient resource provision which can guarantee the satisfactory cloud computing services
to the end user, lays the foundation for the success of commercial competition. In the Iaas …

Big data in cloud computing review and opportunities

M Muniswamaiah, T Agerwala, C Tappert - arxiv preprint arxiv …, 2019 - arxiv.org
Big Data is used in decision making process to gain useful insights hidden in the data for
business and engineering. At the same time it presents challenges in processing, cloud …

Online adaptive interference-aware VNF deployment and migration for 5G network slice

Q Zhang, F Liu, C Zeng - IEEE/ACM Transactions on …, 2021 - ieeexplore.ieee.org
Based on network function virtualization (NFV) and software defined network (SDN), network
slicing is proposed as a new paradigm for building service-customized 5G network. In each …