Leveraging machine learning and big data for smart buildings: A comprehensive survey

B Qolomany, A Al-Fuqaha, A Gupta… - IEEE …, 2019 - ieeexplore.ieee.org
used widely by the research community to produce small simulations for relatively large
wireless networks … With the massive amount of data capturing from heterogeneous sources, ML …

Economically optimal MS association for multimedia content delivery in cache-enabled heterogeneous cloud radio access networks

L Liu, Y Zhou, J Yuan, W Zhuang… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
through fronthaul links. The centralized C-RAN architecture is economic for the heterogeneous
network … This paper considers a heterogeneous C-RAN (HC-RAN) with macrocells and …

Review of urban computing in air quality management as smart city service: An integrated IoT, AI, and cloud technology perspective

A Kaginalkar, S Kumar, P Gargava, D Niyogi - Urban Climate, 2021 - Elsevier
… Typical options of 4IR technologies include IoT for monitoring, hybrid modeling using AI/ML
and cloud computing, big data for large data storage and analytics, mobile phones, social …

Verification and validation techniques for streaming big data analytics in internet of things environment

A Kumari, S Tanwar, S Tyagi, N Kumar - IET Networks, 2019 - Wiley Online Library
process the heterogeneous big data in a secure manner for IoT applications, such as denial
of service… to the doctor and patients using a wireless network. A secure intelligence real-time …

Enhancing information security via physical layer approaches in heterogeneous IoT with multiple access mobile edge computing in smart city

D Wang, B Bai, K Lei, W Zhao, Y Yang, Z Han - IEEE Access, 2019 - ieeexplore.ieee.org
wireless networks with different infrastructures and technologies, as well as diverse intelligent
terminals, often referred to as heterogeneous IoT [3]… and networking, game theory, big data

Machine learning for resource management in cellular and IoT networks: Potentials, current solutions, and open challenges

F Hussain, SA Hassan, R Hussain… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
… The overall performance of any wireless network depends … be of heterogeneous nature with
potentially varying network … IoT networks where a huge data set can be collected and used to …

Deep reinforcement learning for user association and resource allocation in heterogeneous cellular networks

N Zhao, YC Liang, D Niyato, Y Pei… - … on Wireless …, 2019 - ieeexplore.ieee.org
… —Heterogeneous cellular networks can offload the mobile … be a promising technique in the
next-generation wireless network. … In this paper, a reinforcement learning (RL) approach is pro…

Internet of things (IoT) for next-generation smart systems: A review of current challenges, future trends and prospects for emerging 5G-IoT scenarios

K Shafique, BA Khawaja, F Sabir, S Qazi… - Ieee …, 2020 - ieeexplore.ieee.org
… for big companies, generating huge data (huge data set can … Wireless network technology
has been used to detect … heterogeneous nodes participating in the 5G-IoT network (HetNets). …

Big data analytics: Computational intelligence techniques and application areas

R Iqbal, F Doctor, B More, S Mahmud… - … Forecasting and Social …, 2020 - Elsevier
… from Big Data utilization. Different computational intelligence techniques have been considered
as tools for Big Data analytics… We also explore the powerful combination of Big Data and …

Big Data analytics and Computational Intelligence for Cyber–Physical Systems: Recent trends and state of the art applications

R Iqbal, F Doctor, B More, S Mahmud… - Future Generation …, 2020 - Elsevier
… related operations, such as sensing, storing, and processing large amounts of heterogeneous
data. Therefore, it is extremely challenging to effectively handle these operations in terms …