Adaptive request scheduling and service caching for MEC-assisted IoT networks: An online learning approach

D Ren, X Gui, K Zhang - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
… to improve the number of services executed on the edge … IoT networks consisting of a set
of E = {(Ce, We, Fe)|e ∈ [1, E]}. MECs are deployed with SBSs, and each endowed with caching

Efficient caching for peer-to-peer service discovery in internet of things

H Moeini, IL Yen, F Bastani - … Conference on Web Services  …, 2017 - ieeexplore.ieee.org
… -to-peer (p2p) service discovery algorithm in an IoT network with a mix of static and mobile
… is cached. We design a peer-to-peer service discovery algorithm in an IoT network. The …

On edge caching in satellite—IoT networks

QT Ngo, KT Phan, W Xiang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… scheme in SIoT, several aspects can be considered to improve both the caching and network
performance. In this section, the design criteria on cache content placement, service latency…

Reinforcement learning for cost-effective IoT service caching at the edge

B Huang, X Liu, Y Xiang, D Yu, S Deng… - Journal of Parallel and …, 2022 - Elsevier
… strategy to minimize the downloading latency for content items in mobile D2D networks. …
the collaborative service caching problem in edge computing from the IoT service providers' …

A novel caching mechanism for Internet of Things (IoT) sensing service with energy harvesting

D Niyato, DI Kim, P Wang… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
… In [6], caching is used in the IoT Information Centric Networking (ICN) that shows to achieve
… of cache for Internet of Things (IoT) sensing service with energy harvesting. The cache can …

Caching in dynamic IoT networks by deep reinforcement learning

J Yao, N Ansari - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… A fundamental application of IoT is the sensing service where IoT sensors collect the ambient
environment information (eg, temperature, picture, and video) and send them through the …

IoT edge caching: taxonomy, use cases and perspectives

I Zyrianoff, A Trotta, L Sciullo, F Montori… - … Internet of Things …, 2022 - ieeexplore.ieee.org
… a caching service on an … network caching, such as the content dynamicity and the power
constraints. This paper performs a comprehensive review of the state-of-art in IoT Edge Caching

Caching transient data in Information-Centric Internet-of-Things (IC-IoT) networks: A survey

H Al-Ward, CK Tan, WH Lim - … of Network and Computer Applications, 2022 - Elsevier
… connectivity will unavoidably generate an insane amount of data that could overwhelm
the backhaul networks and degrade the overall quality of service (QoS), and (3) …

Optimal probabilistic caching in heterogeneous IoT networks

S Zhang, J Liu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… we studied probabilistic caching for a heterogeneous IoT network where the contents are of
different sizes. We treated the IoT devices as caching helpers to provide caching services for …

Dual-timescale resource allocation for collaborative service caching and computation offloading in IoT systems

J Zhang, Y Shen, Y Wang, X Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… aided computing framework including network model, caching model and computing
model. Some key notations of our system model are listed in Table I for ease of reference. …