Online collaborative data caching in edge computing

X Xia, F Chen, Q He, J Grundy… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… investigate the collaborative caching problem in the EC … data caching cost, data migration
cost, and quality-of-service (QoS) penalty. We model this collaborative edge data caching

Collaborative multi-bitrate video caching and processing in mobile-edge computing networks

TX Tran, P Pandey, A Hajisami… - 2017 13th annual …, 2017 - ieeexplore.ieee.org
… Moreover, we extend the collaborative caching paradigm to a new dimension where MEC
… at the network edge, and (iii) collaboration among the MEC servers enhances cache hit ratio …

Group behavior-based collaborative caching for mobile edge computing

P Shu, Q Du - 2020 IEEE 4th Information Technology …, 2020 - ieeexplore.ieee.org
… the collaborative caching optimization model and resort to a heuristic algorithm for solving
the cache content placement problem. Simulation results prove that the proposed caching

Efficient caching in vehicular edge computing based on edge-cloud collaboration

F Zeng, K Zhang, L Wu, J Wu - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
… tioning, we propose an efficient edge-cloud collaborative caching strategy, which can reduce
… Simulation results show that, compared with other schemes, the proposed caching strategy …

Collaborative data caching and computation offloading for multi-service mobile edge computing

H Feng, S Guo, L Yang, Y Yang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
cache capacity at APs and the computingcache placement problem by dynamic programming
(DP) algorithm. Then we propose a distributed collaborative data caching and computing

Cognitive multi-agent empowering mobile edge computing for resource caching and collaboration

R Wang, M Li, L Peng, Y Hu, MM Hassan… - … generation computer …, 2020 - Elsevier
… in mobile edge computing in this part. Taking the resource caching and collaboration in
Internet … MEC carry out content caching and the collaboration of communication, computing and …

Collaborative edge computing and caching with deep reinforcement learning decision agents

J Ren, H Wang, T Hou, S Zheng, C Tang - IEEE Access, 2020 - ieeexplore.ieee.org
… the edge. In this paper, we considered the coordination between compute and cache
resources between multi-level edge computing nodes (ENs), users under this system can offload …

Collaborative edge computing and caching in vehicular networks

Z Qin, S Leng, J Zhou, S Mao - 2020 IEEE Wireless …, 2020 - ieeexplore.ieee.org
… In Section II, we introduce a system model in vehicular edge computing networks. The
optimization problem is formulated in Section III. The joint bandwidth allocation, task offloading …

Computation offloading with data caching enhancement for mobile edge computing

S Yu, R Langar, X Fu, L Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… are located at the network edge to reduce communication … collaborative computation
offloading with the data caching … -grained collaborative computation offloading and caching

Collaborative cache allocation and computation offloading in mobile edge computing

A Ndikumana, S Ullah, T LeAnh… - 2017 19th Asia …, 2017 - ieeexplore.ieee.org
… To address this challenge, we propose collaborative cache allocation and computation
offloading, where the MEC servers collaborate for executing computation tasks and data caching. …