Federated deep reinforcement learning for Internet of Things with decentralized cooperative edge caching

X Wang, C Wang, X Li, VCM Leung… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
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 …

QoS‐aware IoT networks and protocols: A comprehensive survey

S Dilek, K Irgan, M Guzel, S Ozdemir… - International Journal …, 2022 - Wiley Online Library
The vast number of smart cloud applications that communicate with the “things” over a
variety of physical networks and communication protocols contribute to the rise of complexity …

Reinforcement learning-based optimal computing and caching in mobile edge network

Y Qian, R Wang, J Wu, B Tan… - IEEE Journal on Selected …, 2020 - ieeexplore.ieee.org
Joint pushing and caching are commonly considered an effective way to adapt to tidal
effects in networks. However, the problem of how to precisely predict users' future requests …

Intelligent task scheduling approach for IoT integrated healthcare cyber physical systems

SM Nagarajan, GG Devarajan… - … on Network Science …, 2022 - ieeexplore.ieee.org
Cyber-physical systems (CPS) based on cloud computing provides resources over the
Internet and allow a variety of applications to be deployed to provide services for various …

Mixed-timescale caching and beamforming in content recommendation aware fog-RAN: A latency perspective

X Yang, Y Fu, W Wen, TQS Quek… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Content caching is recognized as a promising solution to release the heavy burden of
backhaul links and decrease the content transmission latency in Fog radio access networks …

The wireless solution to realize green IoT: Cellular networks with energy efficient and energy harvesting schemes

Y Ren, X Zhang, G Lu - Energies, 2020 - mdpi.com
With the tremendous increase of heterogeneous Internet of Things (IoT) devices and the
different service requirements of these IoT applications, machine-type communication (MTC) …

VC-PPQ: privacy-preserving Q-learning based video caching optimization in mobile edge networks

Z Zhang, T Cao, X Wang, H Xiao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile edge caching has great advantages in alleviating video traffic pressure and reducing
transmission delay, which is considered as a hopeful solution to improve video resource …

Greedy cooperative cache placement for mobile edge networks with user preferences prediction and adaptive clustering

MK Somesula, RR Rout, DVLN Somayajulu - Ad Hoc Networks, 2023 - Elsevier
Caching the most likely to be requested content at the base stations in a cooperative manner
can facilitate direct content delivery without fetching content from the remote content server …

Enabling In-Network Caching in Traditional IP Networks: Selective Router Upgrades and Cooperative Cache Strategies

J Han, K Xue, J Li, J Zhang, Z Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Enabling in-network caching in a traditional IP network by progressively adding cache-
enabled nodes into the network can provide a variety of advantages, such as efficient …

Efficient data caching and computation offloading strategy for edge network

D Gupta, A Moudgil, S Wadhwa… - … on Emerging Smart …, 2022 - ieeexplore.ieee.org
We live in a world where huge end devices execute computing on a daily basis. With the
growing number of sophisticated apps (eg, augmented reality and face recognition) that …