Results 51 to 60 of about 1,153,649 (173)

Robust hierarchical federated learning with dual-layer filtering mechanism

International Journal of Advanced Robotic Systems
Hierarchical federated learning (HFL) is an effective “cloud-edge-device” distributed model training framework that protects data privacy. During HFL training, poisoning attacks on local data and transmitted models can affect the accuracy of the global ...
Chaoyi Yang, Wei Liang, Yuxiang Chen, Jiahong Xiao, Dacheng He, Tianxiong Liu, Jin Wang, Amr Tolba   +7 more
doaj   +1 more source

A New Convolutional Neural Network-Based Steganalysis Method for Content-Adaptive Image Steganography in the Spatial Domain

IEEE Access, 2020
Convolutional neural network-based methods are attracting increasing attention in steganalysis. However, steganalysis for content-adaptive image steganography in the spatial domain is still a difficult problem.
Zhili Xiang, Jun Sang, Qian Zhang, Bin Cai, Xiaofeng Xia, Weiqun Wu   +5 more
doaj   +1 more source

Social Welfare Maximization Auction in Edge Computing Resource Allocation for Mobile Blockchain

, 2017
Blockchain, an emerging decentralized security system, has been applied in many applications, such as bitcoin, smart grid, and Internet-of-Things. However, running the mining process may cost too much energy consumption and computing resource usage on ...
Jiao, Yutao, Niyato, Dusit, Wang, Ping, Xiong, Zehui   +3 more
core   +1 more source

Computing as a service pattern based on edge computing

Dianzi Jishu Yingyong, 2019
Edge computing is a computational model for all terminal devices from cloud to edge path, which emerges in the era of interconnection of all things. The existing server pattern under cloud computing model cannot satisfy the application requirements of ...
Wang Tengfei, Zhang Ruiquan, Li Jianhong, Wang Long, Hou Linqing, Wang Zhongyang   +5 more
doaj   +1 more source

Supporting Dynamic Service Composition at Runtime based on End-user Requirements [PDF]

, 2009
Network-based software application services are receiving a lot of attention in recent years, as observed in developments as Internet of Services, Software as a Service and Cloud Computing.
Ferreira Pires, Luis, Silva, Eduardo, Sinderen, Marten van   +2 more
core   +2 more sources

Cloudbus Toolkit for Market-Oriented Cloud Computing

, 2009
This keynote paper: (1) presents the 21st century vision of computing and identifies various IT paradigms promising to deliver computing as a utility; (2) defines the architecture for creating market-oriented Clouds and computing atmosphere by leveraging
C. Vecchiola, D. Assunção de, D. Thain, D.W. Erwin, I. Foster, J. Broberg, K.H. Kim, L. Kleinrock, P. Barham, R. Buyya, R. Buyya, S. Venugopal, S.K. Garg, W. Gentzsch   +13 more
core   +2 more sources

Service migration of heterogeneous cloud computing platform

物联网学报, 2020
With the rapid development of 5G communication technology,Internet+ and the Internet of things (IoT),cloud computing as an Internet-based virtual resource management and a distributed computing technology,provides services to users in a dynamic,on-demand
Feng WEI, Fei DING, Pengju JIAO, Yang LI, Yanshan CHEN, Dengyin ZHANG   +5 more
doaj   +2 more sources

SH: Service-oriented system for HTN planning in real-world domains

SoftwareX
SH is an open-source and domain-independent system for Hierarchical Task Network (HTN) planning, a branch of Artificial Intelligence Planning and Scheduling.
Ilche Georgievski, Akash V. Palghadmal, Ebaa Alnazer, Marco Aiello   +3 more
doaj   +1 more source

Improved Crowd Counting Method Based on Scale-Adaptive Convolutional Neural Network

IEEE Access, 2019
Crowd counting is a challenging task due to the influence of various factors, such as scene transformation, complex crowd distribution, uneven illumination, and occlusion.
Jun Sang, Weiqun Wu, Hongling Luo, Hong Xiang, Qian Zhang, Haibo Hu, Xiaofeng Xia   +6 more
doaj   +1 more source

A coordination protocol for user-customisable cloud policy monitoring [PDF]

, 2013
Cloud computing will see a increasing demand for end-user customisation and personalisation of multi-tenant cloud service offerings. Combined with an identified need to address QoS and governance aspects in cloud computing, a need to provide user ...
Pahl, Claus, Wang, MingXue, Xu, Lei
core