Machine-learning based IoT data caching

MO Pahl, S Liebald, L Wüstrich - 2019 IFIP/IEEE Symposium …, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) continuously produces big amounts of data. Data-centric
middleware can therefore help reducing the complexity when orchestrating distributed …

IoT edge caching: taxonomy, use cases and perspectives

I Zyrianoff, A Trotta, L Sciullo, F Montori… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Low latency is an essential constraint for many emerging Internet of Things (IoT)
applications. Cloud-based solutions can impose excessive network and processing latency …

In-network caching for ICN-based IoT (ICN-IoT): A comprehensive survey

Z Zhang, CH Lung, X Wei, M Chen… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has already emerged as one of the most popular directions in
today's information and communication technology (ICT) domain. With its advancement over …

Beyond edge caching: Freshness and popularity aware iot data caching via ndn at internet-scale

M Amadeo, C Campolo, G Ruggeri… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In-network caching is one of the main pillars of the Named Data Networking (NDN)
paradigm, where every Internet router, in the path between data sources and consumers …

Iot-cache: Caching transient data at the iot edge

S Sharma, SK Peddoju - 2022 IEEE 47th Conference on Local …, 2022 - ieeexplore.ieee.org
Explosive traffic and service delay are bottlenecks in providing Quality of Service (QoS) to
the Internet of Things (IoT) end-users. Edge caching emerged as a promising solution, but …

Edge QoE: Intelligent big data caching via deep reinforcement learning

X He, K Wang, H Lu, W Xu, S Guo - IEEE Network, 2020 - ieeexplore.ieee.org
In mobile edge networks (MENs), big data caching services are expected to provide mobile
users with better quality of experience (QoE) than normal scenarios. However, the …

Context-aware caching in wireless IoT networks

A Zameel, M Najmuldeen… - 2019 11th International …, 2019 - ieeexplore.ieee.org
Wireless communication has been increasingly utilized to connect a plethora of services
over the Internet backbone. Caching is considered to be a way forward to efficiently deliver …

Performance comparison of caching strategies for information-centric IoT

J Pfender, A Valera, WKG Seah - … of the 5th ACM conference on …, 2018 - dl.acm.org
In-network caching is one of the most defining aspects of Information-Centric Networking
(ICN). It ensures that relevant content is readily available across the network, even if the …

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

H Al-Ward, CK Tan, WH Lim - Journal of Network and Computer …, 2022 - Elsevier
Abstract The Information-Centric Internet-of-Things (IC-IoT) will connect billions of devices to
the Internet, which allows for many remarkable applications like smart homes, smart grids …

Caching in dynamic IoT networks by deep reinforcement learning

J Yao, N Ansari - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
The sensing service of Internet-of-Things (IoT) networks enables IoT sensors to sense the
environment information (eg, temperature and traffic conditions) and send them through the …