Deep learning challenges and prospects in wireless sensor network deployment

Y Qiu, L Ma, R Priyadarshi - Archives of Computational Methods in …, 2024 - Springer
This paper explores the transformative integration of deep learning applications in the
deployment of Wireless Sensor Networks (WSNs). As WSNs continue to play a pivotal role in …

Service function chain placement in distributed scenarios: a systematic review

GL Santos, DF Bezerra, ES Rocha, L Ferreira… - Journal of Network and …, 2022 - Springer
The network function virtualization (NFV) paradigm is an emerging technology that provides
network flexibility by allowing the allocation of network functions over commodity hardware …

Dynamic sfc embedding algorithm assisted by federated learning in space-air-ground integrated network resource allocation scenario

P Zhang, Y Zhang, N Kumar… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Traditional terrestrial wireless communication networks cannot support the requirements for
high-quality services for artificial intelligence applications such as smart cities. The space …

Low-latency and resource-efficient service function chaining orchestration in network function virtualization

G Sun, Z Xu, H Yu, X Chen, V Chang… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Recently, network function virtualization (NFV) has been proposed to solve the dilemma
faced by traditional networks and to improve network performance through hardware and …

Energy-efficient and traffic-aware service function chaining orchestration in multi-domain networks

G Sun, Y Li, H Yu, AV Vasilakos, X Du… - Future Generation …, 2019 - Elsevier
Abstract Service function chaining (SFC) provisioning is helpful not only for saving the
capital expenditure (CAPEX) and operational expenditure (OPEX) of a network provider but …

An intelligent opportunistic routing algorithm for wireless sensor networks and its application towards e-healthcare

DK Bangotra, Y Singh, A Selwal, N Kumar, PK Singh… - Sensors, 2020 - mdpi.com
The lifetime of a node in wireless sensor networks (WSN) is directly responsible for the
longevity of the wireless network. The routing of packets is the most energy-consuming …

A survey on software-defined VANETs: benefits, challenges, and future directions

WB Jaballah, M Conti, C Lal - arXiv preprint arXiv:1904.04577, 2019 - arxiv.org
The evolving of Fifth Generation (5G) networks isbecoming more readily available as a
major driver of the growthof new applications and business models. Vehicular Ad …

Workflow-aware automatic fault diagnosis for microservice-based applications with statistics

T Wang, W Zhang, J Xu, Z Gu - IEEE Transactions on Network …, 2020 - ieeexplore.ieee.org
Microservice architectures bring many benefits, eg, faster delivery, improved scalability, and
greater autonomy, so they are widely adopted to develop and operate Internet-based …

Security and design requirements for software-defined VANETs

WB Jaballah, M Conti, C Lal - Computer Networks, 2020 - Elsevier
Abstract The evolving of Fifth Generation (5G) networks is becoming more readily available
as a significant driver of the growth of new applications and business models. Vehicular Ad …

SAP: Subchain-aware NFV service placement in mobile edge cloud

TV Doan, GT Nguyen, M Reisslein… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Existing Network Function Virtualization (NFV) service placements that reuse already
deployed network functions either reuse an entire Service Function Chain (SFC) or only …