A survey on end-edge-cloud orchestrated network computing paradigms: Transparent computing, mobile edge computing, fog computing, and cloudlet
Sending data to the cloud for analysis was a prominent trend during the past decades,
driving cloud computing as a dominant computing paradigm. However, the dramatically …
driving cloud computing as a dominant computing paradigm. However, the dramatically …
Applying machine learning techniques for caching in next-generation edge networks: A comprehensive survey
Edge networking is a complex and dynamic computing paradigm that aims to push cloud re-
sources closer to the end user improving responsiveness and reducing backhaul traffic …
sources closer to the end user improving responsiveness and reducing backhaul traffic …
Federated deep reinforcement learning for Internet of Things with decentralized cooperative edge caching
Edge caching is an emerging technology for addressing massive content access in mobile
networks to support rapidly growing Internet-of-Things (IoT) services and applications …
networks to support rapidly growing Internet-of-Things (IoT) services and applications …
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 …
A survey of caching techniques in cellular networks: Research issues and challenges in content placement and delivery strategies
Mobile data traffic is currently growing exponentially and these rapid increases have caused
the backhaul data rate requirements to become the major bottleneck to reducing costs and …
the backhaul data rate requirements to become the major bottleneck to reducing costs and …
A survey of opportunistic offloading
This paper surveys the literature of opportunistic offloading. Opportunistic offloading refers to
offloading traffic originally transmitted through the cellular network to opportunistic network …
offloading traffic originally transmitted through the cellular network to opportunistic network …
Fov-aware edge caching for adaptive 360 video streaming
In recent years, there has been growing popularity of Virtual Reality (VR), enabled by
technologies like 360° video streaming. Streaming 360° video is extremely challenging due …
technologies like 360° video streaming. Streaming 360° video is extremely challenging due …
Artificial intelligence for wireless caching: Schemes, performance, and challenges
Wireless data traffic is growing unprecedentedly and it may impede network performance by
consuming an ever-greater amount of bandwidth. With the advancement in technology there …
consuming an ever-greater amount of bandwidth. With the advancement in technology there …
Edge caching at base stations with device-to-device offloading
Content caching at network edge nodes, such as base stations (BSs) and user equipments
(UEs), can significantly reduce the traffic load in future cellular networks. Considering the …
(UEs), can significantly reduce the traffic load in future cellular networks. Considering the …