Toward Scalable Systems for Big Data Analytics: A Technology Tutorial
- Han Hu, Yonggang Wen, Tat-Seng Chua, Xuelong Li
- Computer ScienceIEEE Access
- 24 June 2014
This paper presents a systematic framework to decompose big data systems into four sequential modules, namely data generation, data acquisition, data storage, and data analytics, and presents the prevalent Hadoop framework for addressing big data challenges.
A Survey on Software-Defined Networking
- Wenfeng Xia, Yonggang Wen, C. Foh, D. Niyato, Haiyong Xie
- Computer ScienceIEEE Communications Surveys and Tutorials
- 2015
A generally accepted definition for SDN is presented, including decoupling the control plane from the data plane and providing programmability for network application development, and its three-layer architecture is dwelled on, including an infrastructure layer, a control layer, and an application layer.
Data Center Energy Consumption Modeling: A Survey
- Miyuru Dayarathna, Yonggang Wen, Rui Fan
- Computer ScienceIEEE Communications Surveys and Tutorials
- 21 January 2016
An in-depth study of the existing literature on data center power modeling, covering more than 200 models, organized in a hierarchical structure with two main branches focusing on hardware-centric and software-centric power models.
Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel
- Weiwen Zhang, Yonggang Wen, K. Guan, D. Kilper, Haiyun Luo, Dapeng Oliver Wu
- Computer ScienceIEEE Transactions on Wireless Communications
- 5 August 2013
A theoretical framework of energy-optimal mobile cloud computing under stochastic wireless channel is provided, and numerical results suggest that a significant amount of energy can be saved for the mobile device by optimally offloading mobile applications to the cloud in some cases.
A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks
- Wenbo Wang, D. Hoang, Dong In Kim
- Computer ScienceIEEE Access
- 7 May 2018
This paper provides a systematic vision of the organization of the blockchain networks, a comprehensive survey of the emerging applications of blockchain networks in a broad area of telecommunication, and discusses several open issues in the protocol design for blockchain consensus.
Cloud radio access network (C-RAN): a primer
- Jun Wu, Zhifeng Zhang, Yu Hong, Yonggang Wen
- Computer ScienceIEEE Network
- 26 January 2015
A novel logical structure of C-RAN that consists of a physical plane, a control plane, and a service plane is presented that facilitates the utilization of new communication and computer techniques.
Cloud robotics: architecture, challenges and applications
- G. Hu, Wee Peng Tay, Yonggang Wen
- Computer ScienceIEEE Network
- 17 May 2012
We extend the computation and information sharing capabilities of networked robotics by proposing a cloud robotic architecture. The cloud robotic architecture leverages the combination of an ad-hoc…
Toward profit-seeking virtual network embedding algorithm via global resource capacity
- Long Gong, Yonggang Wen, Zuqing Zhu, T. Lee
- Computer ScienceIEEE Conference on Computer Communications
- 8 July 2014
Simulation results demonstrate that the proposed GRC-VNE algorithm achieves lower request blocking probability and higher revenue due to the more appropriate consideration of the resource distribution of the entire network, when compared to the two lastest VNE algorithms that also consider the resources of entire substrate network.
Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction
- Yong Luo, D. Tao, K. Ramamohanarao, Chao Xu, Yonggang Wen
- Computer ScienceIEEE Transactions on Knowledge and Data…
- 8 February 2015
TCCA is developed, which straightforwardly yet naturally generalizes CCA to handle the data of an arbitrary number of views by analyzing the covariance tensor of the different views, and proves that the main problem of multi-view canonical correlation maximization is equivalent to finding the best rank-1 approximation of the data covariance Tensor.
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
- Jie Gui, Zhenan Sun, Yonggang Wen, D. Tao, Jieping Ye
- Computer ScienceIEEE Transactions on Knowledge and Data…
- 20 January 2020
This paper attempts to provide a review on various GANs methods from the perspectives of algorithms, theory, and applications, and compares the commonalities and differences of these GAns methods.
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