Fog computing distributing data and intelligence for resiliency and scale necessary for iot: The internet of things (ubiquity symposium)

CC Byers, P Wetterwald - Ubiquity, 2015 - dl.acm.org
… Large delays found in many multi-hop networks and overloaded cloud server farms prove
to be unacceptable, and the local, high performance nature of distributed intelligence can …

Virtualizing AI at the distributed edge towards intelligent IoT applications

C Campolo, G Genovese, A Iera… - … and actuator networks, 2021 - mdpi.com
… a solution for the AI distributed deployment at the deep edge, which lays its foundation in the
IoT virtualization concept. We design a virtualization layer hosted at the network edge that is …

Machine learning+ distributed IoT= edge intelligence

M Wolf - … IEEE 39th International Conference on Distributed …, 2019 - ieeexplore.ieee.org
intelligence and identifies several important research challenges related to machine learning
+ distributed IoT … well-suited to virtualization of IoT networks. For example, smart cities may …

Guest editorial: special section on distributed intelligence over Internet of Things

H Chen, J Rodrigues, F Xia… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
network function (VNF) deployment and SFC embedment by the improved double deep Q
network … can be applied widely in wireless IoT networks. To reduce the resource consumption …

The role of mobile edge computing towards assisting IoT with distributed intelligence: a smartliving perspective

H Rahman, R Rahmani, T Kanter - … and Their Usefulness in Everyday Life, 2019 - Springer
… vision of autonomic IoT and real-time intelligence, … distributed intelligence. Therefore, the
problem that this chapter addresses is feasibility investigation of MEC to provide intelligence by …

Low latency deep learning inference model for distributed intelligent IoT edge clusters

S Naveen, MR Kounte, MR Ahmed - IEEE Access, 2021 - ieeexplore.ieee.org
… a convolutional neural network (CNN) on resource-constraint IoT devices to make them
intelligent and realistic. Evaluation was done by deploying the proposed model on five IoT edge …

Distributed artificial intelligence empowered sustainable cognitive radio sensor networks: A smart city on-demand perspective

L Manman, P Goswami, P Mukherjee… - Sustainable Cities and …, 2021 - Elsevier
… The Internet-of-Things (IoT), 5G, and fog networks have emerged as the most crucial
researched areas due to their numerous applications for smart cities to provide the desired …

Enabling distributed intelligence with ferroelectric multifunctionalities

K Yao, S Chen, SC Lai, YM Yousry - Advanced Science, 2022 - Wiley Online Library
… critical to the success in achieving distributed intelligence, particularly when involving a
large … and not sustainable for many scalable sensor networks and IoT implementation. [ 209 ] …

DIAT: A scalable distributed architecture for IoT

C Sarkar, AUN SN, RV Prasad, A Rahim… - … Internet of Things …, 2014 - ieeexplore.ieee.org
… to as the “Internet of Things” (IoT). The idea is to form an intelligent network of these humongous
numbers of devices, systems and equipments. Further, the ambit of IoT is expanding to …

Distributed intelligence model for Internet of things applications

B Rababah - 2021 - mspace.lib.umanitoba.ca
… Recent distributed intelligent approach was presented by Rahman et al. [2], they proposed
a Distributed Intelligence model for IoT gateway based on belief network and reinforcement …