Synergy of big data and 5G wireless networks: opportunities, approaches, and challenges
This article presents the synergistic and complementary features of big data and 5G wireless
networks. An overview of their interplay is provided first, including big-data-driven …
networks. An overview of their interplay is provided first, including big-data-driven …
Integration of networking, caching, and computing in wireless systems: A survey, some research issues, and challenges
Since the recently emerging mobile applications have posed significant demands not only
on high data rate but also on high caching and computing capabilities, the growth in …
on high data rate but also on high caching and computing capabilities, the growth in …
A survey on mobile edge networks: Convergence of computing, caching and communications
As the explosive growth of smart devices and the advent of many new applications, traffic
volume has been growing exponentially. The traditional centralized network architecture …
volume has been growing exponentially. The traditional centralized network architecture …
Joint optimization of caching, computing, and radio resources for fog-enabled IoT using natural actor–critic deep reinforcement learning
The cloud-based Internet of Things (IoT) develops rapidly but suffer from large latency and
backhaul bandwidth requirement, the technology of fog computing and caching has …
backhaul bandwidth requirement, the technology of fog computing and caching has …
Cooperative content caching in 5G networks with mobile edge computing
Along with modern wireless networks being content-centric, the demand for rich multimedia
services has been growing at a tremendous pace, which brings significant challenges to …
services has been growing at a tremendous pace, which brings significant challenges to …
Live data analytics with collaborative edge and cloud processing in wireless IoT networks
Recently, big data analytics has received important attention in a variety of application
domains including business, finance, space science, healthcare, telecommunication and …
domains including business, finance, space science, healthcare, telecommunication and …
Utility optimization for resource allocation in multi-access edge network slicing: A twin-actor deep deterministic policy gradient approach
To achieve the service-oriented features of the 5G, network slicing aims to create logical
virtual networks where multiple services are provided on a common physical infrastructure …
virtual networks where multiple services are provided on a common physical infrastructure …
Intelligent resource allocation management for vehicles network: An A3C learning approach
With the increasing demand of users for high-speed, low-delay and high-reliability services
in connected vehicles network, wireless networks with communication, caching and …
in connected vehicles network, wireless networks with communication, caching and …
Novel node-ranking approach and multiple topology attributes-based embedding algorithm for single-domain virtual network embedding
H Cao, L Yang, H Zhu - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
Network virtualization (NV) is a promising approach to remove the ossification of current
Internet. Virtual network embedding (VNE) is the key issue in NV which efficiently and …
Internet. Virtual network embedding (VNE) is the key issue in NV which efficiently and …
Achieving end-to-end reliability of mission-critical traffic in softwarized 5G networks
Network softwarization is a major paradigm shift, which enables programmable and flexible
system operation in challenging use cases. In the fifth-generation (5G) mobile networks, the …
system operation in challenging use cases. In the fifth-generation (5G) mobile networks, the …