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 …

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 …

[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 …

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 …

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 …

Dynamic service function chains placement based on parallelized requests in edge computing environment

CJ Guo, A Rezaeipanah - Transactions on Emerging …, 2024 - Wiley Online Library
Abstract The advent of Network Function Virtualization (NFV) technology brings flexible
traffic engineering to edge computing environments. Online services in NFV are chained as …

Robust deadline-aware network function parallelization framework under demand uncertainty

B Meng, A Rezaeipanah - Knowledge-Based Systems, 2024 - Elsevier
Abstract The orchestration of Service Function Chains (SFCs) in Mobile Edge Computing
(MEC) becomes crucial for ensuring efficient service provision, especially under dynamic …

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

J Li, D Guo, J **e, 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 …

Service Function Chain Deployment Using Deep Q Learning and Tidal Mechanism

J Xu, X Cao, Q Duan, S Li - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
With the rapid development of software-defined networking/network function virtualization
(NFV) technologies, service function chaining (SFC) has become a key enabler for end-to …