The multimedia delivery chain consists of multiple stages such as content preparation,
content delivery via Over-The-Top delivery network and Internet Service Providers network …

The introduction of 5G technology along with the exponential growth in connected devices is
expected to cause a challenge for the efficient and reliable network resource allocation …

Monitoring and providing customers with a satisfying Quality of Experience (QoE) is a crucial
business incentive for mobile network operators (MNOs). While the MNO is capable of …

6G Systems are expected to support a variety of services over a common infrastructure that
is efficiently shared through slicing. Novel Quality of Experience (QoE) architectural models …

Ultra-reliable low-latency communication (URLLC) refers to cellular applications in fifth and
sixth-generation (5G/6G) networks with specific latency, reliability, and availability demands …

针对现有智能路由算法收敛速度慢, 平均时延高, 带宽利用率低等问题, 提出了一种基于深度强化
学习(DRL) 的多路径智能路由算法RDPG-Route. 该算法采用循环确定性策略梯度(RDPG) …

Network performance modeling using machine learning (ML) has proven to be essential for
proactive network and service management. Dynamic changes and re-configurations in the …

With video streaming traffic generally being encrypted end-to-end, there is a lot of interest
from network operators to find novel ways to evaluate streaming performance at the …

Communication architectures based on the Internet of Things (IoT) are increasingly frequent.
Commonly, these solutions are used to carry out control and monitoring activities. It is easy …

Neural-net-based deep learning algorithms are starting to be utilized in many network
functions. Deep neural nets are traditionally not resistant against missing or corrupted …