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 …

Living on the edge: A survey of digital twin-assisted task offloading in safety-critical environments

PRX do Carmo, D de Freitas Bezerra… - Journal of Network and …, 2024 - Elsevier
This survey delves into the synergy between Digital Twin technology and Task Offloading
within safety-critical sectors, offering a nuanced understanding of their integration, potential …

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 …

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 …

Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach

D de Freitas Bezerra, GL Santos… - … Modelling Practice and …, 2024 - Elsevier
With the emergence of new applications driven by the popularization of mobile devices, the
next generation of mobile networks faces challenges to meet different requirements. Virtual …

Towards a Comprehensive Approach to Resource and Conflict Management in Cloud-Edge Settings

J Massa - Proceedings of the 33rd International Symposium on …, 2024 - dl.acm.org
As the Internet of Things (IoT) gains popularity, the multitude of connected devices
accessing computing facilities along the Cloud-IoT continuum has risen rapidly. This growth …

Cooperative Learning-Based Framework for VNF Caching and Placement Optimization over Low Earth Orbit Satellite Networks

K Doan, M Avgeris, A Leivadeas, I Lambadaris… - arXiv preprint arXiv …, 2024 - arxiv.org
Low Earth Orbit Satellite Networks (LSNs) are integral to supporting a broad range of
modern applications, which are typically modeled as Service Function Chains (SFCs). Each …

An improved resource allocation method for mapping service function chains based on A3C

W Huang, H Tian, X Zhang, M Huang, S Li… - IET …, 2024 - Wiley Online Library
Network function virtualization (NFV) technology deploys network functions as software
functions on a generalised hardware platform and provides customised network services in …

Comparative Study of Orchestration Using GRPC API and REST API in Server Creation Time: An Openstack Case

SM Hari Krishna, R Sharma - International Journal of Computer …, 2024 - papers.ssrn.com
Cloud computing is the quick, simple, and economical distribution of computing services. To
offer quality services in cloud infrastructure, the NFV Management and Orchestration …