History has demonstrated that healthcare and medical systems play a crucial role in enforcing the development of science and technology. Humans have been seeing an …
H Qi, F Ren, L Wang, P Jiang, S Wan… - ACM Transactions on …, 2024 - dl.acm.org
Edge intelligence has emerged as a promising paradigm to accelerate DNN inference by model partitioning, which is particularly useful for intelligent scenarios that demand high …
L Mu, Z Li, W Xiao, R Zhang, P Wang… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Mobile devices are becoming increasingly capable of delivering intelligent services by leveraging deep learning architectures such as deep neural networks (DNNs). However …
H Kim, JS Choi, J Kim, JH Ko - Future Generation Computer Systems, 2024 - Elsevier
Collaborative intelligence (CI) is an approach used to accelerate deep neural network computations on IoT edge devices by offloading certain DNN computations to high …
Abstract Cloud-Edge-End Collaboration (CEEC) computing architecture inherits many merits from both edge computing and cloud computing and thus is considered as a promising …
Distributed computing continuum systems (DCCS) make use of a vast number of computing devices to process data generated by edge devices such as the Internet of Things and …
C Dong, M Shafiq, MM Al Dabel… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the emergence of Industry 5.0, there has been a significant surge in the need for intelligent services within the realm of smart devices. Currently, deep neural networks …
D Li, H Zhang, J Cheng, B Liu - Journal of Cloud Computing, 2024 - Springer
The substantial computational demands associated with Deep Neural Network (DNN)- based camera relocalization during the reasoning process impede their integration into …
F Filippini, H Sedghani, D Ardagna - Proceedings of the IEEE/ACM 16th …, 2023 - dl.acm.org
The recent migration towards Internet of Things determined the rise of a Computing Continuum paradigm where Edge and Cloud resources coordinate to support the execution …