A systematic survey of data mining and big data analysis in internet of things

Y Zhong, L Chen, C Dan, A Rezaeipanah - The Journal of …, 2022 - Springer
Abstract The Internet of Things (IoT) is an emerging paradigm that offers remarkable
opportunities for data mining and analysis. IoT envisions a world where all smartphones …

Operating systems and hypervisors for network functions: A survey of enabling technologies and research studies

AS Thyagaturu, P Shantharama, A Nasrallah… - IEEE …, 2022 - ieeexplore.ieee.org
Scalable and flexible communication networks increasingly conduct the packet processing
for Network Functions (NFs) in General Purpose Computing (GPC) platforms. The …

[HTML][HTML] Security Framework for Network-Based Manufacturing Systems with Personalized Customization: An Industry 4.0 Approach

M Hammad, RM Jillani, S Ullah, A Namoun, A Tufail… - Sensors, 2023 - mdpi.com
Smart manufacturing is pivotal in the context of Industry 4.0, as it integrates advanced
technologies like the Internet of Things (IoT) and automation to streamline production …

Multi-objective optimization service function chain placement algorithm based on reinforcement learning

H Liu, S Ding, S Wang, G Zhao, C Wang - Journal of Network and Systems …, 2022 - Springer
Network function virtualization (NFV) makes the realization of specific network functions no
longer depend on inherent hardware by executing virtual network functions (VNFs), but …

[HTML][HTML] Dynamic SFC placement scheme with parallelized SFCs and reuse of initialized VNFs: An A3C-based DRL approach

H Xu, G Fan, L Sun, W Li, G Kuang, B Fan… - Journal of King Saud …, 2023 - Elsevier
Abstract Mobile Edge Computing (MEC) is a well-known network architecture that extends
cloud computing to the network edge. Compared with cloud computing, Network Function …

Approximate Q-learning-based (AQL) network slicing in mobile edge-cloud for delay-sensitive services

M Khani, S Jamali, MK Sohrabi - The Journal of Supercomputing, 2024 - Springer
Abstract Mobile Edge Computing is an innovative network architecture in the 5G era that
aims to provide low-latency services to end users. By utilizing network slicing technology …

[HTML][HTML] Machine learning methods for service placement: a systematic review

P Keshavarz Haddadha, MH Rezvani… - Artificial Intelligence …, 2024 - Springer
With the growth of real-time and latency-sensitive applications in the Internet of Everything
(IoE), service placement cannot rely on cloud computing alone. In response to this need …

An autonomous planning model for solving IoT service placement problem using the imperialist competitive algorithm

M Zare, Y Elmi Sola, H Hasanpour - The Journal of Supercomputing, 2023 - Springer
The growth of the Internet of Things (IoT) can lead to improved productivity, scalability,
connectivity, and saving time and money. However, the increasing number of IoT-based …

Automating the Translation of Cloud Users' High-Level Security Needs to an Optimal Placement Model in the Cloud Infrastructure

A Bagheri, A Shameli-Sendi - IEEE Transactions on Services …, 2023 - ieeexplore.ieee.org
Deploying network security functions in the cloud to protect the application, dynamically and
with different goals, has been one of the most important topics. An example of these …

Availability-aware provision of service function chains in mobile edge computing

J Li, D Guo, J Xie, S Chen - ACM Transactions on Sensor Networks, 2023 - dl.acm.org
With the advent of Network Function Virtualization (NFV) and Mobile Edge Computing
(MEC), outsourcing network functions (NFs) to the MEC is becoming popular among network …