When machine learning meets network management and orchestration in Edge-based networking paradigms
A Shahraki, T Ohlenforst, F Kreyß - Journal of Network and Computer …, 2023 - Elsevier
Caused by the rising of new network types, eg, Internet of Things (IoT), within the last
decade and related challenges like Big Data and data processing delay, new paradigms …
decade and related challenges like Big Data and data processing delay, new paradigms …
A federated learning approach to routing in challenged sdn-enabled edge networks
The edge computing paradigm allows computationally intensive tasks to be offloaded from
small devices to nearby (more) powerful servers, via an edge network. The intersection …
small devices to nearby (more) powerful servers, via an edge network. The intersection …
Special issue on artificial intelligence and machine learning for networking and communications
Research in large-scale networking systems has been shaped and will continue to be
guided by specific characteristics of applications and the underlying platforms and …
guided by specific characteristics of applications and the underlying platforms and …
Edge intelligence: Empowering intelligence to the edge of network
Edge intelligence refers to a set of connected systems and devices for data collection,
caching, processing, and analysis proximity to where data are captured based on artificial …
caching, processing, and analysis proximity to where data are captured based on artificial …
[HTML][HTML] A topical review on machine learning, software defined networking, internet of things applications: Research limitations and challenges
In recent years, rapid development has been made to the Internet of Things communication
technologies, infrastructure, and physical resources management. These developments and …
technologies, infrastructure, and physical resources management. These developments and …
Edge intelligence: concepts, architectures, applications, and future directions
J Mendez, K Bierzynski, MP Cuéllar… - ACM Transactions on …, 2022 - dl.acm.org
The name edge intelligence, also known as Edge AI, is a recent term used in the past few
years to refer to the confluence of machine learning, or broadly speaking artificial …
years to refer to the confluence of machine learning, or broadly speaking artificial …
AI-empowered fog/edge resource management for IoT applications: A comprehensive review, research challenges and future perspectives
The proliferation of ubiquitous Internet of Things (IoT) sensors and smart devices in several
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …
A theoretical discussion and survey of network automation for IoT: Challenges and opportunity
The introduction of the Internet of Things (IoT) and massive machine-type communications
has implied an increase in network size and complexity. In particular, there is already a huge …
has implied an increase in network size and complexity. In particular, there is already a huge …
AI meets SDN: A survey of artificial intelligent techniques applied to software-defined networks
Due to the rising use of smart gadgets such as smartphones, smart watches, smart cars etc.,
data exchange over the Internet has surged exponentially in recent day [1]. Further, the …
data exchange over the Internet has surged exponentially in recent day [1]. Further, the …
Learning‐driven ubiquitous mobile edge computing:: Network management challenges for future generation Internet of Things
Learning‐driven ubiquitous mobile edge computing: : Network management challenges for
future generation Internet of Things: International Journal of Network Management: Vol 33, No 5 …
future generation Internet of Things: International Journal of Network Management: Vol 33, No 5 …