X Chen, J Zhang, B Lin, Z Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Deep Neural Networks (DNNs) have become an essential and important supporting technology for smart Internet-of-Things (IoT) systems. Due to the high computational costs of …
B Lin, F Zhu, J Zhang, J Chen, X Chen… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Compared to traditional distributed computing environments such as grids, cloud computing provides a more cost-effective way to deploy scientific workflows. Each task of a scientific …
J Li, J Wu, L Chen - Information Sciences, 2018 - Elsevier
With the development of Internet technology, the volume of data is increasing tremendously. To tackle with large-scale data, more and more applications choose to enlarge the storage …
Heterogeneous distributed computing environments are emerging for developing data- intensive (big data) applications that require to access huge data files. Therefore, effective …
B Lin, Y Huang, J Zhang, J Hu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Currently, deep neural networks (DNNs) have achieved a great success in various applications. Traditional deployment for DNNs in the cloud may incur a prohibitively serious …
A Aral, T Ovatman - IEEE transactions on network and service …, 2018 - ieeexplore.ieee.org
As the devices that make up the Internet become more powerful, algorithms that orchestrate cloud systems are on the verge of putting more responsibility for computation and storage on …
With the popularity of mobile devices, intelligent applications, eg, face recognition, intelligent voice assistant, and gesture recognition, have been widely used in our daily lives. However …
M Xu, Y Mei, S Zhu, B Zhang, T Xiang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
D ynamic W orkflow S cheduling in F og C omputing (DWSFC) is an important optimisation problem with many real-world applications. The current workflow scheduling problems only …
Y Shao, C Li, H Tang - Computer Networks, 2019 - Elsevier
The convergence of edge and cloud computing shares their strengths, such as unlimited shared storage and computing resources from cloud, low-latency data preprocessing of …