Optimized content caching and user association for edge computing in densely deployed heterogeneous networks
Y Li, H Ma, L Wang, S Mao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Deploying small cell base stations (SBS) under the coverage area of a macro base station
(MBS), and caching popular contents at the SBSs in advance, are effective means to provide …
(MBS), and caching popular contents at the SBSs in advance, are effective means to provide …
Online collaborative data caching in edge computing
In the edge computing (EC) environment, edge servers are deployed at base stations to offer
highly accessible computing and storage resources to nearby app users. From the app …
highly accessible computing and storage resources to nearby app users. From the app …
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 …
Service placement and request scheduling for data-intensive applications in edge clouds
Mobile edge computing provides the opportunity for wireless users to exploit the power of
cloud computing without a large communication delay. To serve data-intensive applications …
cloud computing without a large communication delay. To serve data-intensive applications …
The role of caching in future communication systems and networks
This paper has the following ambitious goal: to convince the reader that content caching is
an exciting research topic for the future communication systems and networks. Caching has …
an exciting research topic for the future communication systems and networks. Caching has …
Cooperative service caching and workload scheduling in mobile edge computing
Mobile edge computing is beneficial for reducing service response time and core network
traffic by pushing cloud functionalities to network edge. Equipped with storage and …
traffic by pushing cloud functionalities to network edge. Equipped with storage and …
It's hard to share: Joint service placement and request scheduling in edge clouds with sharable and non-sharable resources
Mobile edge computing is an emerging technology to offer resource-intensive yet delay-
sensitive applications from the edge of mobile networks, where a major challenge is to …
sensitive applications from the edge of mobile networks, where a major challenge is to …
Delay-sensitive video computing in the cloud: A survey
While cloud servers provide a tremendous amount of resources for networked video
applications, most successful stories of cloud-assisted video applications are presentational …
applications, most successful stories of cloud-assisted video applications are presentational …
Resource optimization for delay-tolerant data in blockchain-enabled IoT with edge computing: A deep reinforcement learning approach
Recently, the development of the Internet of Things (IoT) provides plenty of opportunities and
challenges in various fields. As an essential part of IoT, machine-to-machine (M2M) …
challenges in various fields. As an essential part of IoT, machine-to-machine (M2M) …
Service placement and request routing in MEC networks with storage, computation, and communication constraints
The proliferation of innovative mobile services such as augmented reality, networked
gaming, and autonomous driving has spurred a growing need for low-latency access to …
gaming, and autonomous driving has spurred a growing need for low-latency access to …