Neuro-symbolic explainable artificial intelligence twin for zero-touch IoE in wireless network
Explainable artificial intelligence (XAI) twin systems will be a fundamental enabler of zero-
touch network and service management (ZSM) for sixth-generation (6G) wireless networks …
touch network and service management (ZSM) for sixth-generation (6G) wireless networks …
AI-driven zero touch network and service management in 5G and beyond: Challenges and research directions
The foreseen complexity in operating and managing 5G and beyond networks has propelled
the trend toward closed-loop automation of network and service management operations. To …
the trend toward closed-loop automation of network and service management operations. To …
[HTML][HTML] A survey on Zero touch network and Service Management (ZSM) for 5G and beyond networks
Faced with the rapid increase in smart Internet-of-Things (IoT) devices and the high demand
for new business-oriented services in the fifth-generation (5G) and beyond network, the …
for new business-oriented services in the fifth-generation (5G) and beyond network, the …
A trust and explainable federated deep learning framework in zero touch b5g networks
The emergent Zero touch Service and Management (ZSM) paradigm aims to automate the
orchestration and management of running network slices, in Beyond 5G networks (B5G) …
orchestration and management of running network slices, in Beyond 5G networks (B5G) …
Explainable artificial intelligence (xai) for internet of things: a survey
Artificial intelligence (AI) and machine learning (ML) are widely employed to make the
solutions more accurate and autonomous in many smart and intelligent applications in the …
solutions more accurate and autonomous in many smart and intelligent applications in the …
[HTML][HTML] Digital twins-enabled zero touch network: A smart contract and explainable AI integrated cybersecurity framework
Data-driven modeling using Artificial Intelligence (AI) is envisioned as a key enabling
technology for Zero Touch Network (ZTN) management. Specifically, AI has shown huge …
technology for Zero Touch Network (ZTN) management. Specifically, AI has shown huge …
[HTML][HTML] Machine learning-based zero-touch network and service management: A survey
J Gallego-Madrid, R Sanchez-Iborra, PM Ruiz… - Digital Communications …, 2022 - Elsevier
The exponential growth of mobile applications and services during the last years has
challenged the existing network infrastructures. Consequently, the arrival of multiple …
challenged the existing network infrastructures. Consequently, the arrival of multiple …
Zero touch realization of pervasive artificial intelligence as a service in 6G networks
The vision of the upcoming 6G technologies, characterized by ultra-dense networks, low
latency, and fast data rate, is to support pervasive artificial intelligence (PAI) using zero …
latency, and fast data rate, is to support pervasive artificial intelligence (PAI) using zero …
Explainable AI over the Internet of Things (IoT): Overview, state-of-the-art and future directions
SK Jagatheesaperumal, QV Pham… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Explainable Artificial Intelligence (XAI) is transforming the field of Artificial Intelligence (AI) by
enhancing the trust of end-users in machines. As the number of connected devices keeps on …
enhancing the trust of end-users in machines. As the number of connected devices keeps on …
Qoe-guaranteed distributed offloading decision via partially observable deep reinforcement learning for edge-enabled internet of things
J Hou, Y Wu, J Cai, Z Zhou - Neural Computing and Applications, 2023 - Springer
In edge-enabled Internet of Things (IoT), Quality of Experience (QoE)-guaranteed offloading
decision is to decide which IoT tasks can be offloaded to edge servers with QoE guarantee …
decision is to decide which IoT tasks can be offloaded to edge servers with QoE guarantee …