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Shuiguang Deng
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- affiliation: Zhejiang University
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2020 – today
- 2025
- [j121]Dongjing Wang, Haojiang Yao, Dongjin Yu, Shiyu Song, He Weng, Guandong Xu, Shuiguang Deng:
Graph Intention Embedding Neural Network for tag-aware recommendation. Neural Networks 184: 107062 (2025) - 2024
- [j120]Yuxuan Yang, Siyuan Zhou, He Weng, Dongjing Wang, Xin Zhang, Dongjin Yu, Shuiguang Deng:
Siamese learning based on graph differential equation for Next-POI recommendation. Appl. Soft Comput. 150: 111086 (2024) - [j119]Binbin Huang, Xunqing Huang, Xiao Liu, Chuntao Ding, Yuyu Yin, Shuiguang Deng:
Adaptive partitioning and efficient scheduling for distributed DNN training in heterogeneous IoT environment. Comput. Commun. 215: 169-179 (2024) - [j118]Dongjin Yu, Gangming Guo, Dongjing Wang, Haiping Zhang, Bao Li, Guandong Xu, Shuiguang Deng:
Modeling dynamic spatio-temporal correlations and transitions with time window partitioning for traffic flow prediction. Expert Syst. Appl. 252: 124187 (2024) - [j117]Wenjuan Li, Qifei Zhang, Shuiguang Deng, Bin Zhou, Ben Wang, Jian Cao:
Q-Learning Improved Lightweight Consensus Algorithm for Blockchain-Structured Internet of Things. IEEE Internet Things J. 11(2): 2855-2869 (2024) - [j116]Qinghang Gao, Jianmao Xiao, Hao Wang, Yuanlong Cao, Shuiguang Deng, Zhiyong Feng:
5G Ultradense Cellular-Network-Based Edge Demand Response: Energy Consumption Reduction. IEEE Internet Things J. 11(7): 12799-12814 (2024) - [j115]Yishan Chen, Bo Li, Wei Li, Bowen Zeng, Jianwei Yin, Shuiguang Deng:
Blockchain-Based Nash Bargaining for Task Scheduling in IoT Edge Computing Environments. IEEE Internet Things J. 11(8): 13851-13864 (2024) - [j114]Yishan Chen, Jie Wu, Junxiao Han, Hailiang Zhao, Shuiguang Deng:
A Game-Theoretic Approach-Based Task Offloading and Resource Pricing Method for Idle Vehicle Devices Assisted VEC. IEEE Internet Things J. 11(12): 21954-21969 (2024) - [j113]Jianmao Xiao, Zhipeng Xu, Shiping Chen, Gang Lei, Guodong Fan, Yuanlong Cao, Shuiguang Deng, Zhiyong Feng:
Confix: Combining node-level fix templates and masked language model for automatic program repair. J. Syst. Softw. 216: 112116 (2024) - [j112]Shuiguang Deng, Hailiang Zhao, Binbin Huang, Cheng Zhang, Feiyi Chen, Yinuo Deng, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Cloud-Native Computing: A Survey From the Perspective of Services. Proc. IEEE 112(1): 12-46 (2024) - [j111]Junxiao Han, Jiakun Liu, David Lo, Chen Zhi, Yishan Chen, Shuiguang Deng:
On the sustainability of deep learning projects: Maintainers' perspective. J. Softw. Evol. Process. 36(7) (2024) - [j110]Guanjie Cheng, Junqin Huang, Yewei Wang, Jun Zhao, Linghe Kong, Shuiguang Deng, Xueqiang Yan:
Conditional Privacy-Preserving Multi-Domain Authentication and Pseudonym Management for 6G-Enabled IoV. IEEE Trans. Inf. Forensics Secur. 19: 10206-10220 (2024) - [j109]Buqing Cao, Hongfan Ye, Jianxun Liu, Bing Tang, Zhi Tao, Shuiguang Deng:
SMART: Cost-Aware Service Migration Path Selection Based on Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 25(9): 12421-12436 (2024) - [j108]Yi Zhang, Yiwen Zhang, Yuchuan Zhao, Shuiguang Deng, Yun Yang:
Dual Variational Graph Reconstruction Learning for Social Recommendation. IEEE Trans. Knowl. Data Eng. 36(11): 6002-6015 (2024) - [j107]Binbin Huang, Lingbin Wang, Xiao Liu, Zixin Huang, Yuyu Yin, Fujin Zhu, Shangguang Wang, Shuiguang Deng:
Reinforcement Learning-Based Online Scheduling of Multiple Workflows in Edge Environment. IEEE Trans. Netw. Serv. Manag. 21(5): 5691-5706 (2024) - [j106]Dongjing Wang, Xin Zhang, Yuyu Yin, Dongjin Yu, Guandong Xu, Shuiguang Deng:
Multi-View Enhanced Graph Attention Network for Session-Based Music Recommendation. ACM Trans. Inf. Syst. 42(1): 16:1-16:30 (2024) - [j105]Deng Zhao, Zhangbing Zhou, Wenbo Zhang, Shuiguang Deng, Xiao Xue, Walid Gaaloul:
CSTL: Compositional Signal Temporal Logic for Adaptive Edge Service Monitoring. IEEE Trans. Serv. Comput. 17(2): 482-496 (2024) - [j104]Guanjie Cheng, Yewei Wang, Shuiguang Deng, Zhengzhe Xiang, Xueqiang Yan, Peng Zhao, Schahram Dustdar:
A Lightweight Authentication-Driven Trusted Management Framework for IoT Collaboration. IEEE Trans. Serv. Comput. 17(3): 747-760 (2024) - [j103]Cheng Zhang, Jianwei Yin, Shuiguang Deng:
Ensuring Fairness in Edge Networks: A GNN-Based Media Workload Migration Scheme With Fairness Guarantee. IEEE Trans. Serv. Comput. 17(3): 934-948 (2024) - [j102]Hailiang Zhao, Shuiguang Deng, Zhengzhe Xiang, Xueqiang Yan, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning. IEEE Trans. Serv. Comput. 17(3): 1168-1180 (2024) - [j101]Xuanye Wang, Meng Xi, Ying Li, Xiaohua Pan, Yangyang Wu, Shuiguang Deng, Jianwei Yin:
SEHGN: Semantic-Enhanced Heterogeneous Graph Network for Web API Recommendation. IEEE Trans. Serv. Comput. 17(5): 2836-2849 (2024) - [j100]Jintao Chen, Shengye Pang, Meng Xi, Tiancheng Zhao, Shuiguang Deng, Jianwei Yin:
Service Regulation Analysis Framework for Service Design Time: A Case Study of Internet Healthcare Service. IEEE Trans. Serv. Comput. 17(5): 2876-2889 (2024) - [j99]Junxiao Han, Jiahao Zhang, David Lo, Xin Xia, Shuiguang Deng, Minghui Wu:
Understanding Newcomers' Onboarding Process in Deep Learning Projects. IEEE Trans. Software Eng. 50(3): 443-460 (2024) - [j98]Dongjing Wang, Ruijie Du, Qimeng Yang, Dongjin Yu, Feng Wan, Xiaojun Gong, Guandong Xu, Shuiguang Deng:
Category-aware self-supervised graph neural network for session-based recommendation. World Wide Web (WWW) 27(5): 61 (2024) - [c124]Zhen Qin, Feiyi Chen, Chen Zhi, Xueqiang Yan, Shuiguang Deng:
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective. AAAI 2024: 14677-14685 - [c123]Weixiang Yan, Haitian Liu, Yunkun Wang, Yunzhe Li, Qian Chen, Wen Wang, Tingyu Lin, Weishan Zhao, Li Zhu, Hari Sundaram, Shuiguang Deng:
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation. ACL (1) 2024: 5511-5558 - [c122]Haiyu He, Yongheng Shang, Xiaoyu Zhang, Jianwei Yin, Shuiguang Deng, Meng Han:
The Application of Blockchain Technology in the Area of Satellite Remote Sensing Data. Agro-Geoinformatics 2024: 1-6 - [c121]Hao Lu, Xuesong Niu, Jiyao Wang, Yin Wang, Qingyong Hu, Jiaqi Tang, Yuting Zhang, Kaishen Yuan, Bin Huang, Zitong Yu, Dengbo He, Shuiguang Deng, Hao Chen, Yingcong Chen, Shiguang Shan:
GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing. CVPR Workshops 2024: 322-331 - [c120]Chen Chen, Yuhang Huang, Shuiguang Deng, Jianwei Yin, Xinkui Zhao:
Sharry: An Efficient and Sharing Far Memory System. DAC 2024: 250:1-250:6 - [c119]Feiyi Chen, Yingying Zhang, Zhen Qin, Lunting Fan, Renhe Jiang, Yuxuan Liang, Qingsong Wen, Shuiguang Deng:
Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection. ICDE 2024: 747-760 - [c118]Yicheng Fu, Xiaoye Miao, Huanhuan Peng, Chongning Na, Shuiguang Deng, Jianwei Yin:
Online Query-Based Data Pricing with Time-Discounting Valuations. ICDE 2024: 3449-3461 - [c117]Zhen Qin, Daoyuan Chen, Bingchen Qian, Bolin Ding, Yaliang Li, Shuiguang Deng:
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes. ICML 2024 - [c116]Yi Li, Zhangbing Zhou, Shuiguang Deng, Xiao Sun, Xiao Xue, Sami Yangui, Walid Gaaloul:
Accurate Anomaly Detection Leveraging Knowledge-enhanced GAT. ICWS 2024: 568-577 - [c115]Chen Zhi, Liye Cheng, Meilin Liu, Xinkui Zhao, Yueshen Xu, Shuiguang Deng:
LLM-powered Zero-shot Online Log Parsing. ICWS 2024: 877-887 - [c114]Di Yu, Xin Du, Linshan Jiang, Wentao Tong, Shuiguang Deng:
EC-SNN: Splitting Deep Spiking Neural Networks for Edge Devices. IJCAI 2024: 5389-5397 - [c113]Guochang Li, Chen Zhi, Jialiang Chen, Junxiao Han, Shuiguang Deng:
Exploring Parameter-Efficient Fine-Tuning of Large Language Model on Automated Program Repair. ASE 2024: 719-731 - [c112]Feiyi Chen, Yingying Zhang, Lunting Fan, Yuxuan Liang, Guansong Pang, Qingsong Wen, Shuiguang Deng:
Cluster-Wide Task Slowdown Detection in Cloud System. KDD 2024: 266-277 - [c111]Lei Huang, Pan Lv, Xin Du, Ouwen Jin, Shuiguang Deng:
A Hierarchical Neural Task Scheduling Algorithm in the Operating System of Neuromorphic Computers. KSEM (4) 2024: 135-150 - [c110]Yin Wang, Hao Lu, Ying-Cong Chen, Li Kuang, Mengchu Zhou, Shuiguang Deng:
rPPG-HiBa: Hierarchical Balanced Framework for Remote Physiological Measurement. ACM Multimedia 2024: 2982-2991 - [c109]Yinghao Chen, Zehao Hu, Chen Zhi, Junxiao Han, Shuiguang Deng, Jianwei Yin:
ChatUniTest: A Framework for LLM-Based Test Generation. SIGSOFT FSE Companion 2024: 572-576 - [c108]Junxiao Han, Yunkun Wang, Zhongxin Liu, Lingfeng Bao, Jiakun Liu, David Lo, Shuiguang Deng:
Sustainability Forecasting for Deep Learning Packages. SANER 2024: 981-992 - [c107]Zhen Qin, Xueqiang Yan, Mengchu Zhou, Shuiguang Deng:
BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework. WWW 2024: 2914-2925 - [c106]Feiyi Chen, Zhen Qin, Mengchu Zhou, Yingying Zhang, Shuiguang Deng, Lunting Fan, Guansong Pang, Qingsong Wen:
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection. WWW 2024: 4138-4149 - [e2]Rong N. Chang, Carl K. Chang, Jingwei Yang, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Nimanthi L. Atukorala, Hongyue Wu, Shiqiang Wang, Shuiguang Deng, Nirmit Desai, Gopal Pingali, Javid Taheri, K. V. Subramaniam, Feras M. Awaysheh, Kaoutar El Maghaouri, Yingjie Wang:
IEEE International Conference on Edge Computing and Communications, EDGE 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6849-9 [contents] - [i31]Binbin Huang, Hailiang Zhao, Lingbin Wang, Wenzhuo Qian, Yuyu Yin, Shuiguang Deng:
Decentralized Proactive Model Offloading and Resource Allocation for Split and Federated Learning. CoRR abs/2402.06123 (2024) - [i30]Hao Lu, Xuesong Niu, Jiyao Wang, Yin Wang, Qingyong Hu, Jiaqi Tang, Yuting Zhang, Kaishen Yuan, Bin Huang, Zitong Yu, Dengbo He, Shuiguang Deng, Hao Chen, Yingcong Chen, Shiguang Shan:
GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing. CoRR abs/2403.05916 (2024) - [i29]Bo Lin, Yingjing Xu, Xuanwen Bao, Zhou Zhao, Zuyong Zhang, Zhouyang Wang, Jie Zhang, Shuiguang Deng, Jianwei Yin:
SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models. CoRR abs/2404.14755 (2024) - [i28]Guochang Li, Chen Zhi, Jialiang Chen, Junxiao Han, Shuiguang Deng:
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Automated Program Repair. CoRR abs/2406.05639 (2024) - [i27]Zhen Qin, Daoyuan Chen, Wenhao Zhang, Liuyi Yao, Yilun Huang, Bolin Ding, Yaliang Li, Shuiguang Deng:
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective. CoRR abs/2407.08583 (2024) - [i26]Hailiang Zhao, Xueyan Tang, Peng Chen, Jianwei Yin, Shuiguang Deng:
Data-Locality-Aware Task Assignment and Scheduling for Distributed Job Executions. CoRR abs/2407.08584 (2024) - [i25]Feiyi Chen, Yingying Zhang, Lunting Fan, Yuxuan Liang, Guansong Pang, Qingsong Wen, Shuiguang Deng:
Cluster-Wide Task Slowdown Detection in Cloud System. CoRR abs/2408.04236 (2024) - [i24]Zhen Qin, Zhaomin Wu, Bingsheng He, Shuiguang Deng:
Federated Data-Efficient Instruction Tuning for Large Language Models. CoRR abs/2410.10926 (2024) - [i23]Hailiang Zhao, Xueyan Tang, Peng Chen, Shuiguang Deng:
Learning-Augmented Algorithms for the Bahncard Problem. CoRR abs/2410.15257 (2024) - [i22]Yicheng Zhang, Zhen Qin, Zhaomin Wu, Shuiguang Deng:
Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures. CoRR abs/2411.19128 (2024) - 2023
- [b2]Javid Taheri, Schahram Dustdar, Albert Y. Zomaya, Shuiguang Deng:
Edge Intelligence - From Theory to Practice. Springer 2023, ISBN 978-3-031-22154-5, pp. 1-247 - [j97]Zhike Han, Bin Yang, Shuiguang Deng, Zhuorong Li, Zhou Tong:
Category weighted network and relation weighted label for diabetic retinopathy screening. Comput. Biol. Medicine 152: 106408 (2023) - [j96]Xingliang Wang, Dongjing Wang, Dongjin Yu, Runze Wu, Qimeng Yang, Shuiguang Deng, Guandong Xu:
Intent-aware Graph Neural Network for Point-of-Interest embedding and recommendation. Neurocomputing 557: 126734 (2023) - [j95]Wenjuan Li, Jian Cao, Bin Zhou, Shuiguang Deng, Qifei Zhang, Keyong Hu, Jing Li, Haili Zhao:
Multi-cloud service provision based on decision tree and two-layer Restricted Monte Carlo Tree Search. Internet Things 22: 100751 (2023) - [j94]Qinghang Gao, Jianmao Xiao, Yuanlong Cao, Shuiguang Deng, Chuying Ouyang, Zhiyong Feng:
Blockchain-based collaborative edge computing: efficiency, incentive and trust. J. Cloud Comput. 12(1): 72 (2023) - [j93]Zhen Qin, Shuiguang Deng, Xueqiang Yan, Lu Lu, Mingyu Zhao, Yan Xi, Jianjun Wu, Tao Sun, Nanxiang Shi:
6G Data Plane: A Novel Architecture Enabling Data Collaboration with Arbitrary Topology. Mob. Networks Appl. 28(1): 394-405 (2023) - [j92]Yiming Wu, Zhiyuan Xie, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Changting Lin, Shuiguang Deng, Jun Zhou, Ting Wang, Raheem Beyah:
Fraud-Agents Detection in Online Microfinance: A Large-Scale Empirical Study. IEEE Trans. Dependable Secur. Comput. 20(2): 1169-1185 (2023) - [j91]Shuiguang Deng, Yishan Chen, Gong Chen, Shouling Ji, Jianwei Yin, Albert Y. Zomaya:
Incentive-Driven Proactive Application Deployment and Pricing on Distributed Edges. IEEE Trans. Mob. Comput. 22(2): 951-967 (2023) - [j90]Yi Zhang, Yiwen Zhang, Dengcheng Yan, Shuiguang Deng, Yun Yang:
Revisiting Graph-based Recommender Systems from the Perspective of Variational Auto-Encoder. ACM Trans. Inf. Syst. 41(3): 81:1-81:28 (2023) - [j89]Zhengzhe Xiang, Yuhang Zheng, Zengwei Zheng, Shuiguang Deng, Minyi Guo, Schahram Dustdar:
Cost-Effective Traffic Scheduling and Resource Allocation for Edge Service Provisioning. IEEE/ACM Trans. Netw. 31(6): 2934-2949 (2023) - [j88]Hailiang Zhao, Shuiguang Deng, Feiyi Chen, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds. IEEE Trans. Parallel Distributed Syst. 34(1): 234-245 (2023) - [j87]Deng Zhao, Zhangbing Zhou, Patrick C. K. Hung, Shuiguang Deng, Xiao Xue, Walid Gaaloul:
CTL-Based Adaptive Service Composition in Edge Networks. IEEE Trans. Serv. Comput. 16(2): 1051-1065 (2023) - [j86]Meng Xi, Jianwei Yin, Zhengzi Xu, Ying Li, Shuiguang Deng, Yang Liu:
Service Pattern Optimization: Focusing on Collaboration in Service Ecosystems. IEEE Trans. Serv. Comput. 16(6): 3958-3971 (2023) - [c105]Ouwen Jin, Qinghui Xing, Ying Li, Shuiguang Deng, Shuibing He, Gang Pan:
Mapping Very Large Scale Spiking Neuron Network to Neuromorphic Hardware. ASPLOS (3) 2023: 419-432 - [c104]Zhengzhe Xiang, Hao Yan, Yueshen Xu, Honghao Gao, Shuiguang Deng:
Cost-effective Service Deployment and Balanced Traffic Management on Edge. ICWS 2023: 78-83 - [c103]Yixuan Wu, Xingliang Wang, Siyu Deng, Fei Peng, Zhengxiong Tian, Jian Zhou, Shuiguang Deng:
Representation Enhancement based Cold Start Model for Elastic Compute Service Recommendation. ICWS 2023: 526-534 - [c102]Tianxiao Wang, Chen Zhi, Xiaoqun Zhou, Jinjie Wu, Jianwei Yin, Shuiguang Deng:
Data Constraint Mining for Automatic Reconciliation Scripts Generation. ISSTA 2023: 1119-1130 - [c101]Zhen Qin, Shuiguang Deng, Mingyu Zhao, Xueqiang Yan:
FedAPEN: Personalized Cross-silo Federated Learning with Adaptability to Statistical Heterogeneity. KDD 2023: 1954-1964 - [i21]Zhuokui Xie, Yinghao Chen, Chen Zhi, Shuiguang Deng, Jianwei Yin:
ChatUniTest: a ChatGPT-based automated unit test generation tool. CoRR abs/2305.04764 (2023) - [i20]Hailiang Zhao, Shuiguang Deng, Zhengzhe Xiang, Xueqiang Yan, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Scheduling Multi-Server Jobs with Sublinear Regrets via Online Learning. CoRR abs/2305.06572 (2023) - [i19]Shuiguang Deng, Hailiang Zhao, Binbin Huang, Cheng Zhang, Feiyi Chen, Yinuo Deng, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Cloud-Native Computing: A Survey from the Perspective of Services. CoRR abs/2306.14402 (2023) - [i18]Feiyi Chen, Zhen Qin, Hailiang Zhao, Mengchu Zhou, Shuiguang Deng:
PePNet: A Periodicity-Perceived Workload Prediction Network Supporting Rare Occurrence of Heavy Workload. CoRR abs/2308.01917 (2023) - [i17]Zhen Qin, Feiyi Chen, Chen Zhi, Xueqiang Yan, Shuiguang Deng:
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective. CoRR abs/2309.16456 (2023) - [i16]Feiyi Chen, Zhen Qing, Yingying Zhang, Shuiguang Deng, Yi Xiao, Guansong Pang, Qingsong Wen:
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Anomaly Detection. CoRR abs/2310.05668 (2023) - [i15]Weixiang Yan, Haitian Liu, Yunkun Wang, Yunzhe Li, Qian Chen, Wen Wang, Tingyu Lin, Weishan Zhao, Li Zhu, Shuiguang Deng, Hari Sundaram:
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation. CoRR abs/2311.08588 (2023) - [i14]Feiyi Chen, Yingying Zhang, Zhen Qin, Lunting Fan, Renhe Jiang, Yuxuan Liang, Qingsong Wen, Shuiguang Deng:
MACE: A Multi-pattern Accommodated and Efficient Anomaly Detection Method in the Frequency Domain. CoRR abs/2311.16191 (2023) - [i13]Zhen Qin, Daoyuan Chen, Bingchen Qian, Bolin Ding, Yaliang Li, Shuiguang Deng:
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes. CoRR abs/2312.06353 (2023) - [i12]Cheng Zhang, Yinuo Deng, Hailiang Zhao, Tianlv Chen, Shuiguang Deng:
Tail-Learning: Adaptive Learning Method for Mitigating Tail Latency in Autonomous Edge Systems. CoRR abs/2312.16883 (2023) - 2022
- [j85]Chen Zhi, Shuiguang Deng, Junxiao Han, Jianwei Yin:
Towards automatic detection and prioritization of pre-logging overhead: a case study of hadoop ecosystem. Autom. Softw. Eng. 29(1): 11 (2022) - [j84]Shuiguang Deng, Pan Lv, Ouwen Jin, Schahram Dustdar, Ying Li, De Ma, Zhaohui Wu, Gang Pan:
Darwin-S: A Reference Software Architecture for Brain-Inspired Computers. Computer 55(5): 51-63 (2022) - [j83]Yingying Wen, Yiming Zhang, Guanjie Cheng, Shuiguang Deng, Jianwei Yin:
A holistic evaluation methodology for configuring production data centers. Concurr. Comput. Pract. Exp. 34(25) (2022) - [j82]Jianwei Yin, Meng Xi, Shuiguang Deng, Siwei Tan, Jintao Chen, Yongna Wei, Zhaohui Wu, Schahram Dustdar:
A Service Pattern-Oriented Computing Architecture for Service Ecosystems. IEEE Internet Comput. 26(1): 51-59 (2022) - [j81]Binbin Huang, Xiao Liu, Yuanyuan Xiang, Dongjin Yu, Shuiguang Deng, Shangguang Wang:
Reinforcement learning for cost-effective IoT service caching at the edge. J. Parallel Distributed Comput. 168: 120-136 (2022) - [j80]Dongjin Yu, Jianjiang Chen, Dongjing Wang, Yueshen Xu, Zhengzhe Xiang, Shuiguang Deng:
DSIM: dynamic and static interest mining for sequential recommendation. Knowl. Inf. Syst. 64(8): 2267-2288 (2022) - [j79]Yixuan Wu, Youpeng Hu, Xin Xiong, Xunkai Li, Ronghui Guo, Shuiguang Deng:
Graph relation embedding network for click-through rate prediction. Knowl. Inf. Syst. 64(9): 2543-2564 (2022) - [j78]Zhengzhe Xiang, Yuhang Zheng, Mengzhu He, Longxiang Shi, Dongjing Wang, Shuiguang Deng, Zengwei Zheng:
Energy-effective artificial internet-of-things application deployment in edge-cloud systems. Peer-to-Peer Netw. Appl. 15(2): 1029-1044 (2022) - [j77]Yingying Wen, Guanjie Cheng, Shuiguang Deng, Jianwei Yin:
Characterizing and synthesizing the workflow structure of microservices in ByteDance Cloud. J. Softw. Evol. Process. 34(8) (2022) - [j76]Auday Al-Dulaimy, Javid Taheri, Andreas Kassler, M. Reza HoseinyFarahabady, Shuiguang Deng, Albert Y. Zomaya:
MultiScaler: A Multi-Loop Auto-Scaling Approach for Cloud-Based Applications. IEEE Trans. Cloud Comput. 10(4): 2769-2786 (2022) - [j75]Guanjie Cheng, Yan Chen, Shuiguang Deng, Honghao Gao, Jianwei Yin:
A Blockchain-Based Mutual Authentication Scheme for Collaborative Edge Computing. IEEE Trans. Comput. Soc. Syst. 9(1): 146-158 (2022) - [j74]Dongjing Wang, Xin Zhang, Zhengzhe Xiang, Dongjin Yu, Guandong Xu, Shuiguang Deng:
Sequential Recommendation Based on Multivariate Hawkes Process Embedding With Attention. IEEE Trans. Cybern. 52(11): 11893-11905 (2022) - [j73]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Zhengzhe Xiang, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks. IEEE Trans. Mob. Comput. 21(12): 4296-4309 (2022) - [j72]Dongjing Wang, Xin Zhang, Yao Wan, Dongjin Yu, Guandong Xu, Shuiguang Deng:
Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation. IEEE Trans. Multim. 24: 4170-4182 (2022) - [j71]Shuiguang Deng, Hailiang Zhao, Zhengzhe Xiang, Cheng Zhang, Rong Jiang, Ying Li, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Dependent Function Embedding for Distributed Serverless Edge Computing. IEEE Trans. Parallel Distributed Syst. 33(10): 2346-2357 (2022) - [j70]Haowei Chen, Shuiguang Deng, Hongze Zhu, Hailiang Zhao, Rong Jiang, Schahram Dustdar, Albert Y. Zomaya:
Mobility-Aware Offloading and Resource Allocation for Distributed Services Collaboration. IEEE Trans. Parallel Distributed Syst. 33(10): 2428-2443 (2022) - [j69]Bin Cao, Jiaxing Wang, Jing Fan, Shuiguang Deng, Jian Yang, Weiliang Zhao, Jianwei Yin, Mengchu Zhou:
ProDiff: A Process Difference Detection Method Based on Hierarchical Decomposition. IEEE Trans. Serv. Comput. 15(1): 513-526 (2022) - [j68]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Jianwei Yin, Schahram Dustdar:
Distributed Redundant Placement for Microservice-based Applications at the Edge. IEEE Trans. Serv. Comput. 15(3): 1732-1745 (2022) - [j67]Meng Xi, Jianwei Yin, Jintao Chen, Ying Li, Shuiguang Deng:
Quantitative Assessment of Service Pattern: Framework, Language, and Metrics. IEEE Trans. Serv. Comput. 15(6): 3457-3470 (2022) - [c100]Yingying Wen, Guanjie Cheng, ShuiGuang Deng, Jianwei Yin:
Microservice Workflow Modeling for Affinity Scheduling to Improve the QoS. APWeb/WAIM (1) 2022: 313-328 - [c99]Jintao Chen, Jianwei Yin, Shuiguang Deng, Tiancheng Zhao, Meng Xi:
Service Regulation: Modeling and Recognition. ICSOC 2022: 89-104 - [c98]Haowei Chen, Shuiguang Deng, Hongze Zhu, Cheng Zhang:
Online Pricing-based Content Cache Trading for Multi-Provider Vehicular Networks. ICWS 2022: 349-354 - [c97]Fan Jiang, Yuanlong Cao, Jianmao Xiao, Hui Yi, Gang Lei, Min Liu, Shuiguang Deng, Hao Wang:
VDDL: A Deep Learning-Based Vulnerability Detection Model for Smart Contracts. ML4CS (1) 2022: 72-86 - [c96]Ye Wang, Yan Chen, Haotian Wu, Liyi Zhou, Shuiguang Deng, Roger Wattenhofer:
Cyclic Arbitrage in Decentralized Exchanges. WWW (Companion Volume) 2022: 12-19 - [c95]Qiang He, Zeqian Dong, Feifei Chen, Shuiguang Deng, Weifa Liang, Yun Yang:
Pyramid: Enabling Hierarchical Neural Networks with Edge Computing. WWW 2022: 1860-1870 - [e1]Shuiguang Deng, Albert Y. Zomaya, Ning Li:
Mobile Computing, Applications, and Services - 12th EAI International Conference, MobiCASE 2021, Virtual Event, November 13-14, 2021, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 434, Springer 2022, ISBN 978-3-030-99202-6 [contents] - [i11]Hailiang Zhao, Shuiguang Deng, Feiyi Chen, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Learning to Dispatch Multi-Server Jobs in Bipartite Graphs with Unknown Service Rates. CoRR abs/2204.04371 (2022) - [i10]Zhen Qin, Xueqiang Yan, Mengchu Zhou, Shuiguang Deng:
Secure and Efficient Decentralized Federated Learning with Data Representation Protection. CoRR abs/2205.10568 (2022) - [i9]Bo Li, Shuiguang Deng, Xueqiang Yan, Schahram Dustdar:
The Confluence of Blockchain and 6G Network: Scenarios Analysis and Performance Assessment. CoRR abs/2207.04744 (2022) - [i8]Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah:
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. CoRR abs/2208.08751 (2022) - 2021
- [j66]Gang Xue, Shuiguang Deng, Di Liu, Zeming Yan:
Reaching consensus in decentralized coordination of distributed microservices. Comput. Networks 187: 107786 (2021) - [j65]Guobing Zou, Zhen Qin, Shuiguang Deng, Kuan-Ching Li, Yanglan Gan, Bofeng Zhang:
Towards the optimality of service instance selection in mobile edge computing. Knowl. Based Syst. 217: 106831 (2021) - [j64]Jianwei Yin, Yan Tang, Shuiguang Deng, Bangpeng Zheng, Albert Y. Zomaya:
MUSE: A Multi-Tierd and SLA-Driven Deduplication Framework for Cloud Storage Systems. IEEE Trans. Computers 70(5): 759-774 (2021) - [j63]Bo Lin, Shuiguang Deng, Honghao Gao, Jianwei Yin:
A Multi-Scale Activity Transition Network for Data Translation in EEG Signals Decoding. IEEE ACM Trans. Comput. Biol. Bioinform. 18(5): 1699-1709 (2021) - [j62]Shuiguang Deng, Zhengzhe Xiang, Javid Taheri, Mohammad Ali Khoshkholghi, Jianwei Yin, Albert Y. Zomaya, Schahram Dustdar:
Optimal Application Deployment in Resource Constrained Distributed Edges. IEEE Trans. Mob. Comput. 20(5): 1907-1923 (2021) - [j61]Dongjing Wang, Xin Zhang, Dongjin Yu, Guandong Xu, Shuiguang Deng:
CAME: Content- and Context-Aware Music Embedding for Recommendation. IEEE Trans. Neural Networks Learn. Syst. 32(3): 1375-1388 (2021) - [j60]Shuiguang Deng, Guanjie Cheng, Hailiang Zhao, Honghao Gao, Jianwei Yin:
Incentive-Driven Computation Offloading in Blockchain-Enabled E-Commerce. ACM Trans. Internet Techn. 21(1): 9:1-9:19 (2021) - [j59]Bin Cao, Jiawei Wu, Sichao Wang, Honghao Gao, Jing Fan, Shuiguang Deng, Jianwei Yin, Xuan Liu:
Unsupervised Derivation of Keyword Summary for Short Texts. ACM Trans. Internet Techn. 21(2): 45:1-45:23 (2021) - [j58]Ge Su, Bo Lin, Wei Luo, Jianwei Yin, Shuiguang Deng, Honghao Gao, Renjun Xu:
Hypomimia Recognition in Parkinson's Disease With Semantic Features. ACM Trans. Multim. Comput. Commun. Appl. 17(3s): 106:1-106:20 (2021) - [j57]Shuiguang Deng, Cheng Zhang, Chang Li, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Burst Load Evacuation Based on Dispatching and Scheduling In Distributed Edge Networks. IEEE Trans. Parallel Distributed Syst. 32(8): 1918-1932 (2021) - [j56]Yiwen Zhang, Guangming Cui, Shuiguang Deng, Feifei Chen, Yan Wang, Qiang He:
Efficient Query of Quality Correlation for Service Composition. IEEE Trans. Serv. Comput. 14(3): 695-709 (2021) - [j55]Yiwen Zhang, Kaibin Wang, Qiang He, Feifei Chen, Shuiguang Deng, Zibin Zheng, Yun Yang:
Covering-Based Web Service Quality Prediction via Neighborhood-Aware Matrix Factorization. IEEE Trans. Serv. Comput. 14(5): 1333-1344 (2021) - [j54]Dongjing Wang, Xingliang Wang, Zhengzhe Xiang, Dongjin Yu, Shuiguang Deng, Guandong Xu:
Attentive sequential model based on graph neural network for next poi recommendation. World Wide Web 24(6): 2161-2184 (2021) - [c94]Junxiao Han, Shuiguang Deng, David Lo, Chen Zhi, Jianwei Yin, Xin Xia:
An Empirical Study of the Landscape of Open Source Projects in Baidu, Alibaba, and Tencent. ICSE (SEIP) 2021: 298-307 - [c93]Zhengzhe Xiang, Shuiguang Deng, Yuhang Zheng, Dongjing Wang, Javid Taheri, Zengwei Zheng:
Energy-effective IoT Services in Balanced Edge-Cloud Collaboration Systems. ICWS 2021: 219-229 - [c92]Yishan Chen, Shuiguang Deng, Jianwei Yin:
Incentive-driven Edge Cooperation for Service Provision. ICWS 2021: 588-597 - [c91]Ayeh Mahjoubi, Javid Taheri, Karl-Johan Grinnemo, Shuiguang Deng:
Optimal Placement of Recurrent Service Chains on Distributed Edge-Cloud Infrastructures. LCN 2021: 495-502 - [c90]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Jianwei Yin, Schahram Dustdar:
Distributed Redundancy Scheduling for Microservice-based Applications at the Edge. SERVICES 2021: 1 - [c89]Meng Xi, Jianwei Yin, Jintao Chen, Ying Li, Shuiguang Deng:
Quantitative Assessment of Service Pattern: Framework, Language, and Metrics. SERVICES 2021: 17 - [c88]Qinying Wang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Yuhong Kan, Zhaowei Lin, Changting Lin, Shuiguang Deng, Alex X. Liu, Raheem Beyah:
MPInspector: A Systematic and Automatic Approach for Evaluating the Security of IoT Messaging Protocols. USENIX Security Symposium 2021: 4205-4222 - [i7]Junxiao Han, Shuiguang Deng, David Lo, Chen Zhi, Jianwei Yin, Xin Xia:
An Empirical Study of the Landscape of Open Source Projects in Baidu, Alibaba, and Tencent. CoRR abs/2103.01590 (2021) - [i6]Ye Wang, Yan Chen, Shuiguang Deng, Roger Wattenhofer:
Cyclic Arbitrage in Decentralized Exchange Markets. CoRR abs/2105.02784 (2021) - [i5]Hailiang Zhao, Shuiguang Deng, Zhengzhe Xiang, Jianwei Yin:
Online Social Welfare Maximization with Spatio-Temporal Resource Mesh for Serverless. CoRR abs/2112.02456 (2021) - 2020
- [b1]Shuiguang Deng, Hongyue Wu, Jianwei Yin:
Mobile Service Computing. Springer 2020, ISBN 978-981-15-5920-4, pp. 1-329 - [j53]Junxiao Han, Emad Shihab, Zhiyuan Wan, Shuiguang Deng, Xin Xia:
What do Programmers Discuss about Deep Learning Frameworks. Empir. Softw. Eng. 25(4): 2694-2747 (2020) - [j52]Li Kuang, Tao Gong, Shuyin OuYang, Honghao Gao, Shuiguang Deng:
Offloading decision methods for multiple users with structured tasks in edge computing for smart cities. Future Gener. Comput. Syst. 105: 717-729 (2020) - [j51]Bangpeng Zheng, Jianwei Yin, Shuiguang Deng, Zhaohui Wu, Schahram Dustdar:
A Service-oriented Network Infrastructure for Crossover Service Ecosystems. IEEE Internet Comput. 24(1): 48-58 (2020) - [j50]Shuiguang Deng, Hailiang Zhao, Weijia Fang, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence. IEEE Internet Things J. 7(8): 7457-7469 (2020) - [j49]Yishan Chen, Shuiguang Deng, Hongtao Ma, Jianwei Yin:
Deploying Data-intensive Applications with Multiple Services Components on Edge. Mob. Networks Appl. 25(2): 426-441 (2020) - [j48]Zhengzhe Xiang, Shuiguang Deng, Javid Taheri, Albert Y. Zomaya:
Dynamical Service Deployment and Replacement in Resource-Constrained Edges. Mob. Networks Appl. 25(2): 674-689 (2020) - [j47]Mohammad Ali Khoshkholghi, Michel Gokan Khan, Kyoomars Alizadeh Noghani, Javid Taheri, Deval Bhamare, Andreas Kassler, Zhengzhe Xiang, Shuiguang Deng, Xiaoxian Yang:
Service Function Chain Placement for Joint Cost and Latency Optimization. Mob. Networks Appl. 25(6): 2191-2205 (2020) - [j46]Shuiguang Deng, Zhengzhe Xiang, Peng Zhao, Javid Taheri, Honghao Gao, Jianwei Yin, Albert Y. Zomaya:
Dynamical Resource Allocation in Edge for Trustable Internet-of-Things Systems: A Reinforcement Learning Method. IEEE Trans. Ind. Informatics 16(9): 6103-6113 (2020) - [j45]Bo Lin, Wei Luo, Zhiling Luo, Bo Wang, Shuiguang Deng, Jianwei Yin, Mengchu Zhou:
Bradykinesia Recognition in Parkinson's Disease via Single RGB Video. ACM Trans. Knowl. Discov. Data 14(2): 16:1-16:19 (2020) - [j44]Qiang He, Guangming Cui, Xuyun Zhang, Feifei Chen, Shuiguang Deng, Hai Jin, Yanhui Li, Yun Yang:
A Game-Theoretical Approach for User Allocation in Edge Computing Environment. IEEE Trans. Parallel Distributed Syst. 31(3): 515-529 (2020) - [c87]Meng Xi, Jianwei Yin, Yongna Wei, Maolin Zhang, Shuiguang Deng, Ying Li:
A Scenario-based Modeling Method for Crossover Services. SCC 2020: 20-29 - [c86]Jintao Chen, Jianwei Yin, Meng Xi, Siwei Tan, Yongna Wei, Shuiguang Deng:
Service Pattern Modeling and Simulation: A Case Study of Rural Taobao. SCC 2020: 38-47 - [c85]Jianwei Yin, Siwei Tan, Meng Xi, Jintao Chen, Yongna Wei, Shuiguang Deng:
JTang Dubhe: a Service Pattern Modeling and Analysis System. SCC 2020: 438-445 - [c84]Chen Zhi, Jianwei Yin, Junxiao Han, Shuiguang Deng:
A Preliminary Study on Sensitive Information Exposure Through Logging. APSEC 2020: 470-474 - [c83]Zhengzhe Xiang, Shuiguang Deng, Yuhang Zheng, Dongjing Wang, Cheng Zhang, Yuanyi Chen, Zengwei Zheng:
Activate Cost-Effective Mobile Crowd Sensing with Multi-access Edge Computing. ChinaCom 2020: 78-97 - [c82]Bo Lin, Shuiguang Deng, Jianwei Yin, Jindi Zhang, Ying Li, Honghao Gao:
FocAnnot: Patch-Wise Active Learning for Intensive Cell Image Segmentation. CollaborateCom (2) 2020: 355-371 - [c81]Junxiao Han, Shuiguang Deng, David Lo, Chen Zhi, Jianwei Yin, Xin Xia:
An Empirical Study of the Dependency Networks of Deep Learning Libraries. ICSME 2020: 868-878 - [c80]Guanjie Cheng, Shuiguang Deng, Zhengzhe Xiang, Yan Chen, Jianwei Yin:
An Auction-Based Incentive Mechanism with Blockchain for IoT Collaboration. ICWS 2020: 17-26 - [c79]Zhengzhe Xiang, Shuiguang Deng, Fangqiao Jiang, Honghao Gao, Javid Taheri, Jianwei Yin:
Computing Power Allocation and Traffic Scheduling for Edge Service Provisioning. ICWS 2020: 394-403 - [c78]Michel Gokan Khan, Javid Taheri, Mohammad Ali Khoshkholghi, Andreas Kassler, Carolyn Cartwright, Marian Darula, Shuiguang Deng:
A Performance Modelling Approach for SLA-Aware Resource Recommendation in Cloud Native Network Functions. NetSoft 2020: 292-300 - [c77]Jintao Chen, Jianwei Yin, Meng Xi, Siwei Tan, Yongna Wei, Shuiguang Deng:
A Rule-based Service Pattern Convergence Framework for Crossover Service. ICSS 2020: 16-22 - [i4]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Zhengzhe Xiang, Jianwei Yin:
Placement is not Enough: Embedding with Proactive Stream Mapping on the Heterogenous Edge. CoRR abs/2012.04158 (2020) - [i3]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Zhengzhe Xiang, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks. CoRR abs/2012.14108 (2020)
2010 – 2019
- 2019
- [j43]Qiang Yang, Siyang Sun, Shuiguang Deng, Qinglin Zhao, MengChu Zhou:
Optimal Sizing of PEV Fast Charging Stations With Markovian Demand Characterization. IEEE Trans. Smart Grid 10(4): 4457-4466 (2019) - [j42]Bin Cao, Chenyu Hou, Hongjie Peng, Jing Fan, Jian Yang, Jianwei Yin, Shuiguang Deng:
Predicting e-book ranking based on the implicit user feedback. World Wide Web 22(2): 637-655 (2019) - [c76]Chen Zhi, Shuiguang Deng, Jianwei Yin, Min Fu, Hai Zhu, Yuanping Li, Tao Xie:
Quality Assessment for Large-Scale Industrial Software Systems: Experience Report at Alibaba. APSEC 2019: 142-149 - [c75]Bo Lin, Jianwei Yin, Qiang Shu, Shuiguang Deng, Ying Li, Pingping Jiang, Rulai Yang, Calton Pu:
Integration of Machine Learning Techniques as Auxiliary Diagnosis of Inherited Metabolic Disorders: Promising Experience with Newborn Screening Data. CollaborateCom 2019: 334-349 - [c74]Junxiao Han, Shuiguang Deng, Xin Xia, Dongjing Wang, Jianwei Yin:
Characterization and Prediction of Popular Projects on GitHub. COMPSAC (1) 2019: 21-26 - [c73]Chen Zhi, Jianwei Yin, Shuiguang Deng, Maoxin Ye, Min Fu, Tao Xie:
An Exploratory Study of Logging Configuration Practice in Java. ICSME 2019: 459-469 - [c72]Yiwen Zhang, Lei Wu, Qiang He, Feifei Chen, Shuiguang Deng, Yun Yang:
Diversified Quality Centric Service Recommendation. ICWS 2019: 126-133 - [c71]Hailiang Zhao, Shuiguang Deng, Cheng Zhang, Wei Du, Qiang He, Jianwei Yin:
A Mobility-Aware Cross-Edge Computation Offloading Framework for Partitionable Applications. ICWS 2019: 193-200 - [c70]Hongyue Wu, Shuiguang Deng, Wei Li, Jianwei Yin, Xiaohong Li, Zhiyong Feng, Albert Y. Zomaya:
Mobility-Aware Service Selection in Mobile Edge Computing Systems. ICWS 2019: 201-208 - [c69]Yishan Chen, Shuiguang Deng, Hailiang Zhao, Qiang He, Ying Li, Honghao Gao:
Data-Intensive Application Deployment at Edge: A Deep Reinforcement Learning Approach. ICWS 2019: 355-359 - [c68]Meng Xi, Ying Li, Yongna Wei, Naibo Wang, Yuyu Yin, Zhiling Luo, Shuiguang Deng, Yihua Mao, Jianwei Yin:
A Scenario-Based Requirement Model for Crossover Healthcare Service. SERVICES 2019: 252-259 - [i2]Shuiguang Deng, Hailiang Zhao, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Edge Intelligence: the Confluence of Edge Computing and Artificial Intelligence. CoRR abs/1909.00560 (2019) - [i1]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Jianwei Yin, Schahram Dustdar:
Distributed Redundancy Scheduling for Microservice-based Applications at the Edge. CoRR abs/1911.03600 (2019) - 2018
- [j41]Shuiguang Deng, Zhengzhe Xiang, Jianwei Yin, Javid Taheri, Albert Y. Zomaya:
Composition-Driven IoT Service Provisioning in Distributed Edges. IEEE Access 6: 54258-54269 (2018) - [j40]Cheng Zhang, Hailiang Zhao, Shuiguang Deng:
A Density-Based Offloading Strategy for IoT Devices in Edge Computing Systems. IEEE Access 6: 73520-73530 (2018) - [j39]Qinglan Peng, Mengchu Zhou, Qiang He, Yunni Xia, Chunrong Wu, Shuiguang Deng:
Multi-Objective Optimization for Location Prediction of Mobile Devices in Sensor-Based Applications. IEEE Access 6: 77123-77132 (2018) - [j38]Dongjing Wang, Shuiguang Deng, Guandong Xu:
Sequence-based context-aware music recommendation. Inf. Retr. J. 21(2-3): 230-252 (2018) - [j37]Li Kuang, Yujia Zhu, Shuqi Li, Xuejin Yan, Han Yan, Shuiguang Deng:
A Privacy Protection Model of Data Publication Based on Game Theory. Secur. Commun. Networks 2018: 3486529:1-3486529:13 (2018) - [j36]Jianwei Yin, Yan Tang, Shuiguang Deng, Ying Li, Albert Y. Zomaya:
D3: A Dynamic Dual-Phase Deduplication Framework for Distributed Primary Storage. IEEE Trans. Computers 67(2): 193-207 (2018) - [j35]Dongjing Wang, Shuiguang Deng, Xin Zhang, Guandong Xu:
Learning to embed music and metadata for context-aware music recommendation. World Wide Web 21(5): 1399-1423 (2018) - [c67]Junxiang Wang, Jianwei Yin, Shuiguang Deng, Ying Li, Calton Pu, Yan Tang, Zhiling Luo:
Evaluating User Satisfaction with Typography Designs via Mining Touch Interaction Data in Mobile Reading. CHI 2018: 113 - [c66]Michel Gokan Khan, Saeed Bastani, Javid Taheri, Andreas Kassler, Shuiguang Deng:
NFV-Inspector: A Systematic Approach to Profile and Analyze Virtual Network Functions. CloudNet 2018: 1-7 - [c65]Hongyue Wu, Shuiguang Deng, Wei Li, Samee U. Khan, Jianwei Yin, Albert Y. Zomaya:
Request Dispatching for Minimizing Service Response Time in Edge Cloud Systems. ICCCN 2018: 1-9 - [c64]Jianwei Yin, Bangpeng Zheng, Shuiguang Deng, Yingying Wen, Meng Xi, Zhiling Luo, Ying Li:
Crossover Service: Deep Convergence for Pattern, Ecosystem, Environment, Quality and Value. ICDCS 2018: 1250-1257 - [c63]Hongyue Wu, Shuiguang Deng, Wei Li, Min Fu, Jianwei Yin, Albert Y. Zomaya:
Service Selection for Composition in Mobile Edge Computing Systems. ICWS 2018: 355-358 - 2017
- [j34]ShuiGuang Deng, Hongyue Wu, Wei Tan, Zhengzhe Xiang, Zhaohui Wu:
Mobile Service Selection for Composition: An Energy Consumption Perspective. IEEE Trans Autom. Sci. Eng. 14(3): 1478-1490 (2017) - [j33]Jianwei Yin, Yan Tang, ShuiGuang Deng, Ying Li, Wei Lo, Kexiong Dong, Albert Y. Zomaya, Calton Pu:
ASSER: An Efficient, Reliable, and Cost-Effective Storage Scheme for Object-Based Cloud Storage Systems. IEEE Trans. Computers 66(8): 1326-1340 (2017) - [j32]ShuiGuang Deng, Dongjing Wang, Ying Li, Bin Cao, Jianwei Yin, Zhaohui Wu, Mengchu Zhou:
A Recommendation System to Facilitate Business Process Modeling. IEEE Trans. Cybern. 47(6): 1380-1394 (2017) - [j31]ShuiGuang Deng, Longtao Huang, Guandong Xu, Xindong Wu, Zhaohui Wu:
On Deep Learning for Trust-Aware Recommendations in Social Networks. IEEE Trans. Neural Networks Learn. Syst. 28(5): 1164-1177 (2017) - [j30]ShuiGuang Deng, Longtao Huang, Javid Taheri, Jianwei Yin, MengChu Zhou, Albert Y. Zomaya:
Mobility-Aware Service Composition in Mobile Communities. IEEE Trans. Syst. Man Cybern. Syst. 47(3): 555-568 (2017) - [c62]Hongyue Wu, Shuiguang Deng, Wei Li, Jianwei Yin, Qiang Yang, Zhaohui Wu, Albert Y. Zomaya:
Revenue-Driven Service Provisioning for Resource Sharing in Mobile Cloud Computing. ICSOC 2017: 625-640 - [c61]Shengpeng Liu, Ying Li, Guangyu Sun, Binbin Fan, ShuiGuang Deng:
Hierarchical RNN Networks for Structured Semantic Web API Model Learning and Extraction. ICWS 2017: 708-713 - [c60]Dongjing Wang, Guandong Xu, ShuiGuang Deng:
Music recommendation via heterogeneous information graph embedding. IJCNN 2017: 596-603 - 2016
- [j29]ShuiGuang Deng, Longtao Huang, Hongyue Wu, Wei Tan, Javid Taheri, Albert Y. Zomaya, Zhaohui Wu:
Toward Mobile Service Computing: Opportunities and Challenges. IEEE Cloud Comput. 3(4): 32-41 (2016) - [j28]Yueshen Xu, Jianwei Yin, ShuiGuang Deng, Neal N. Xiong, Jianbin Huang:
Context-aware QoS prediction for web service recommendation and selection. Expert Syst. Appl. 53: 75-86 (2016) - [j27]Yifei Xu, ShuiGuang Deng, Xiaoli Li, Yong He:
A sparse unmixing model based on NMF and its application in Raman image. Neurocomputing 207: 120-130 (2016) - [j26]Xingjian Lu, Jianwei Yin, Neal N. Xiong, ShuiGuang Deng, Gaoqi He, Huiqun Yu:
JTangCMS: An efficient monitoring system for cloud platforms. Inf. Sci. 370-371: 402-423 (2016) - [j25]ShuiGuang Deng, Longtao Huang, Ying Li, Honggeng Zhou, Zhaohui Wu, Xiongfei Cao, Mikhail Yu. Kataev, Ling Li:
Toward Risk Reduction for Mobile Service Composition. IEEE Trans. Cybern. 46(8): 1807-1816 (2016) - [j24]ShuiGuang Deng, Hongyue Wu, Javid Taheri, Albert Y. Zomaya, Zhaohui Wu:
Cost Performance Driven Service Mashup: A Developer Perspective. IEEE Trans. Parallel Distributed Syst. 27(8): 2234-2247 (2016) - [j23]ShuiGuang Deng, Hongyue Wu, Daning Hu, J. Leon Zhao:
Service Selection for Composition with QoS Correlations. IEEE Trans. Serv. Comput. 9(2): 291-303 (2016) - [j22]ShuiGuang Deng, Longtao Huang, Daning Hu, J. Leon Zhao, Zhaohui Wu:
Mobility-Enabled Service Selection for Composite Services. IEEE Trans. Serv. Comput. 9(3): 394-407 (2016) - [j21]Zhaohui Wu, Jianwei Yin, ShuiGuang Deng, Jian Wu, Ying Li, Liang Chen:
Modern Service Industry and Crossover Services: Development and Trends in China. IEEE Trans. Serv. Comput. 9(5): 664-671 (2016) - [c59]Hongyue Wu, ShuiGuang Deng, Jianwei Yin:
Revenue-Driven Service Provision for Mobile Hosts. ICSOC Workshops 2016: 145-151 - [c58]ShuiGuang Deng, Longtao Huang, Hongyue Wu, Zhaohui Wu:
Constraints-Driven Service Composition in Mobile Cloud Computing. ICWS 2016: 228-235 - [c57]Zhengzhe Xiang, ShuiGuang Deng, Songguo Liu, Bin Cao, Jianwei Yin:
CAMER: A Context-Aware Mobile Service Recommendation System. ICWS 2016: 292-299 - [c56]Yiwen Zhang, Guangming Cui, ShuiGuang Deng, Qiang He:
Alliance-Aware Service Composition Based on Quotient Space. ICWS 2016: 340-347 - [c55]Yan Tang, Jianwei Yin, ShuiGuang Deng, Ying Li:
DIODE: Dynamic Inline-Offline DE Duplication Providing Efficient Space-Saving and Read/Write Performance for Primary Storage Systems. MASCOTS 2016: 481-486 - [c54]Dongjing Wang, ShuiGuang Deng, Xin Zhang, Guandong Xu:
Learning Music Embedding with Metadata for Context Aware Recommendation. ICMR 2016: 249-253 - [c53]Dongjing Wang, ShuiGuang Deng, Guandong Xu:
GEMRec: A Graph-Based Emotion-Aware Music Recommendation Approach. WISE (1) 2016: 92-106 - [c52]Dongjing Wang, ShuiGuang Deng, Songguo Liu, Guandong Xu:
Improving Music Recommendation Using Distributed Representation. WWW (Companion Volume) 2016: 125-126 - 2015
- [j20]ShuiGuang Deng, Yifei Xu, Xiaoli Li, Yong He:
Moisture content prediction in tealeaf with near infrared hyperspectral imaging. Comput. Electron. Agric. 118: 38-46 (2015) - [j19]ShuiGuang Deng, Yifei Xu, Xiaoli Li, Yong He:
An infinite Gaussian mixture model with its application in hyperspectral unmixing. Expert Syst. Appl. 42(4): 1987-1997 (2015) - [j18]ShuiGuang Deng, Dongjing Wang, Xitong Li, Guandong Xu:
Exploring user emotion in microblogs for music recommendation. Expert Syst. Appl. 42(23): 9284-9293 (2015) - [j17]ShuiGuang Deng, Yifei Xu, Yong He, Jianwei Yin, Zhaohui Wu:
A hyperspectral image classification framework and its application. Inf. Sci. 299: 379-393 (2015) - [j16]ShuiGuang Deng, Longtao Huang, Javid Taheri, Albert Y. Zomaya:
Computation Offloading for Service Workflow in Mobile Cloud Computing. IEEE Trans. Parallel Distributed Syst. 26(12): 3317-3329 (2015) - [c51]Zhengzhe Xiang, ShuiGuang Deng, Honghao Gao:
Service Selection Using Service Clusters. SCC 2015: 769-772 - [c50]Yan Tang, Jianwei Yin, Wei Lo, Ying Li, ShuiGuang Deng, Kexiong Dong, Calton Pu:
MICS: Mingling Chained Storage Combining Replication and Erasure Coding. SRDS 2015: 192-201 - 2014
- [j15]ShuiGuang Deng, Longtao Huang, Guandong Xu:
Social network-based service recommendation with trust enhancement. Expert Syst. Appl. 41(18): 8075-8084 (2014) - [j14]Jianwei Yin, Wei Lo, ShuiGuang Deng, Ying Li, Zhaohui Wu, Naixue Xiong:
Colbar: A collaborative location-based regularization framework for QoS prediction. Inf. Sci. 265: 68-84 (2014) - [j13]ShuiGuang Deng, Longtao Huang, Jian Wu, Zhaohui Wu:
Trust-Based Personalized Service Recommendation: A Network Perspective. J. Comput. Sci. Technol. 29(1): 69-80 (2014) - [j12]ShuiGuang Deng, Longtao Huang, Ying Li, Jianwei Yin:
Deploying Data-Intensive Service Composition with a Negative Selection Algorithm. Int. J. Web Serv. Res. 11(1): 76-93 (2014) - [j11]ShuiGuang Deng, Longtao Huang, Wei Tan, Zhaohui Wu:
Top-k Automatic Service Composition: A Parallel Method for Large-Scale Service Sets. IEEE Trans Autom. Sci. Eng. 11(3): 891-905 (2014) - [j10]Ying Li, Bin Cao, Lida Xu, Jianwei Yin, ShuiGuang Deng, Yuyu Yin, Zhaohui Wu:
An Efficient Recommendation Method for Improving Business Process Modeling. IEEE Trans. Ind. Informatics 10(1): 502-513 (2014) - [c49]Longtao Huang, ShuiGuang Deng:
Service Selection for Mobile Service Orchestration. IEEE MS 2014: 147-148 - 2013
- [j9]Yuyu Yin, ShuiGuang Deng:
Analysing and determining substitutability of different granularity Web services. Int. J. Comput. Math. 90(11): 2201-2220 (2013) - [j8]ShuiGuang Deng, Bin Wu, Jianwei Yin, Zhaohui Wu:
Efficient planning for top-K Web service composition. Knowl. Inf. Syst. 36(3): 579-605 (2013) - [c48]Ying Li, ShuiGuang Deng, Guoray Cai, Yuyu Yin:
2012 International Workshop on Data Intensive Services Based Application (DISA2012). ICSOC Workshops 2013: 85-86 - [c47]Bin Cao, Jianwei Yin, Ying Li, ShuiGuang Deng:
A Maximal Common Subgraph Based Method for Process Retrieval. ICWS 2013: 316-323 - 2012
- [c46]Wei Lo, Jianwei Yin, ShuiGuang Deng, Ying Li, Zhaohui Wu:
An Extended Matrix Factorization Approach for QoS Prediction in Service Selection. IEEE SCC 2012: 162-169 - [c45]Bin Cao, Jianwei Yin, ShuiGuang Deng, Dongjing Wang, Zhaohui Wu:
Graph-based workflow recommendation: on improving business process modeling. CIKM 2012: 1527-1531 - [c44]Bin Cao, Jianwei Yin, ShuiGuang Deng, Yueshen Xu, Youneng Xiao, Zhaohui Wu:
A highly efficient cloud-based architecture for large-scale STB event processing: industry article. DEBS 2012: 314-323 - [c43]Xingjian Lu, Jianwei Yin, Ying Li, ShuiGuang Deng, Mingfa Zhu:
An Efficient Data Dissemination Approach for Cloud Monitoring. ICSOC 2012: 733-747 - [c42]Wei Lo, Jianwei Yin, ShuiGuang Deng, Ying Li, Zhaohui Wu:
Collaborative Web Service QoS Prediction with Location-Based Regularization. ICWS 2012: 464-471 - 2011
- [j7]Xinyu Yuan, Ying Li, ShuiGuang Deng, Jie Chen:
Improved Affine Partition Algorithm for Compile-Time and Runtime Performance. Intell. Autom. Soft Comput. 17(8): 1179-1191 (2011) - [c41]Bin Wu, ShuiGuang Deng, Ying Li, Jian Wu, Jianwei Yin:
Reference Models for Saas Oriented Business Workflow Management Systems. IEEE SCC 2011: 242-249 - [c40]Liang Chen, Liukai Hu, Zibin Zheng, Jian Wu, Jianwei Yin, Ying Li, ShuiGuang Deng:
WTCluster: Utilizing Tags for Web Services Clustering. ICSOC 2011: 204-218 - [c39]Bin Wu, ShuiGuang Deng, Ying Li, Jian Wu, Jianwei Yin:
AWSP: An Automatic Web Service Planner Based on Heuristic State Space Search. ICWS 2011: 403-410 - [c38]Longtao Huang, ShuiGuang Deng, Ying Li, Jian Wu, Jianwei Yin:
Data-Dependency Aware Trust Evaluation for Service Choreography. ICWS 2011: 708-709 - 2010
- [j6]Yuyu Yin, Ying Li, Jianwei Yin, ShuiGuang Deng:
Proof as Composition: An approach for the Large-granularity Web Services Composition. J. Digit. Content Technol. its Appl. 4(3): 15-34 (2010) - [c37]Lu Jin, Jian Wu, Jianwei Yin, Yin Li, ShuiGuang Deng:
Improve Service Interface Adaptation Using Sub-ontology Extraction. IEEE SCC 2010: 170-177 - [c36]Ying Li, Yuanlei Lu, Yuyu Yin, ShuiGuang Deng, Jianwei Yin:
Towards QoS-Based Dynamic Reconfiguration of SOA-Based Applications. APSCC 2010: 107-114 - [c35]Li Kuang, Yingjie Xia, ShuiGuang Deng, Jian Wu:
Analyzing Behavioral Substitution of Web Services Based on Pi-calculus. ICWS 2010: 441-448 - [c34]Liang Chen, Jian Wu, Ru Jia, ShuiGuang Deng, Ying Li:
Recommendation on Uncertain Services. ICWS 2010: 683-684 - [c33]Bin Wu, Jian Wu, ShuiGuang Deng, Ying Li, Jianwei Yin:
Automatic Composition of Semantic Web Services An Enhanced State Space Search Approach. ICSS 2010: 226-230 - [c32]Liang Chen, Jian Wu, ShuiGuang Deng, Ying Li:
Service Recommendation: Similarity-Based Representative Skyline. SERVICES 2010: 360-366
2000 – 2009
- 2009
- [j5]Jianwei Yin, Hanwei Chen, ShuiGuang Deng, Zhaohui Wu, Calton Pu:
A Dependable ESB Framework for Service Integration. IEEE Internet Comput. 13(2): 26-34 (2009) - [j4]ShuiGuang Deng, Zhaohui Wu, Jian Wu, Ying Li, Jianwei Yin:
An Efficient Service Discovery Method and its Application. Int. J. Web Serv. Res. 6(4): 94-117 (2009) - [j3]Zhaohui Wu, ShuiGuang Deng, Ying Li, Jian Wu:
Computing compatibility in dynamic service composition. Knowl. Inf. Syst. 19(1): 107-129 (2009) - [c31]Lu Jin, Jian Wu, Jianwei Yin, Ying Li, ShuiGuang Deng:
Ontology Alignment Based Service Interface Adaptation. IEEE SCC 2009: 494-497 - [c30]Li Kuang, ShuiGuang Deng, Jian Wu, Ying Li:
Towards Adaptation of Service Interface Semantics. ICWS 2009: 279-286 - [c29]Yuyu Yin, Ying Li, Jianwei Yin, ShuiGuang Deng, Wei Shi:
Ensuring Correctness of Dynamic Reconfiguration in SOA Based Software. SERVICES I 2009: 599-606 - 2008
- [c28]Bin Wu, ShuiGuang Deng, Jian Wu, Ying Li, Li Kuang, Jianwei Yin:
Service Behavioral Adaptation Based on Dependency Graph. APSCC 2008: 1276-1281 - [c27]Yuyu Yin, Ying Li, ShuiGuang Deng, Wu Jian:
Verifying Consistency of Web Services Behavior. APSCC 2008: 1308-1314 - [c26]Yuyu Yin, Jianwei Yin, Ying Li, ShuiGuang Deng:
Verifying Consistency of Web Services Behavior Using Type Theory. APSCC 2008: 1560-1567 - [c25]ShuiGuang Deng, Zhaohui Wu, Jian Wu, Ying Li:
An efficient two-phase service discovery mechanism. WWW 2008: 1189-1190 - 2007
- [j2]Huajun Chen, Yuxin Mao, Xiaoqing Zheng, Meng Cui, Yi Feng, ShuiGuang Deng, Aining Yin, Chunying Zhou, Jingming Tang, Xiaohong Jiang, Zhaohui Wu:
Towards Semantic e-Science for Traditional Chinese Medicine. BMC Bioinform. 8(S-3) (2007) - [c24]Li Kuang, Jian Wu, Ying Li, ShuiGuang Deng, Zhaohui Wu:
Exploring Dependency between Interfaces in Service Matchmaking. IEEE SCC 2007: 506-513 - [c23]Yuyu Yin, Ying Li, ShuiGuang Deng, Li Kuang, Jian Wu:
Automating Service Matchmaking using Type Theory. IEEE SCC 2007: 723-724 - [c22]Fuwei Fan, Ying Li, ShuiGuang Deng:
Time Management for Web Service Composition. CSCWD 2007: 550-555 - [c21]Li Kuang, Ying Li, Jian Wu, ShuiGuang Deng, Zhaohui Wu:
Inverted Indexing for Composition-Oriented Service Discovery. ICWS 2007: 257-264 - 2006
- [c20]ShuiGuang Deng, Jian Wu, Ying Li, Zhaohui Wu:
Consideration of Operation Composition in Semantic Service Matchmaking. IEEE SCC 2006: 249-252 - [c19]Wei Shi, Jian Wu, ShuiGuang Deng, Li Kuang, Huajun Chen, Dongcai Shi, Zhao Xu, Zhiyong Ye, Zhaohui Wu, Xiaohong Qian, Xiuhai Chen, Quanming Xu, Feihu Chen:
ITSGrid: A Novel Integrated Intelligent Transportation Information and Service Platform. IEEE SCC 2006: 519 - [c18]ShuiGuang Deng, Ying Li, Haijiang Xia, Jian Wu, Zhaohui Wu:
Exploring the Flexible Workflow Technology to Automate Service Composition. ASWC 2006: 444-458 - [c17]Zhiwei Chen, Jian Wu, ShuiGuang Deng, Ying Li, Zhaohui Wu:
Describing and Verifying Web Service Using Type Theory. CSCWD 2006: 746-750 - [c16]Li Kuang, Jian Wu, ShuiGuang Deng, Ying Li, Zhaohui Wu:
Service Classification Using Adaptive Back-Propagation Neural Network and Semantic Similarity. CSCWD 2006: 834-838 - [c15]ShuiGuang Deng, Zhaohui Wu, Mengchu Zhou, Ying Li, Jian Wu:
Modeling Service Compatibility with Pi-calculus for Choreography. ER 2006: 26-39 - [c14]ShuiGuang Deng, Jian Wu, Ying Li, Zhaohui Wu:
Service Matchmaking Based on Semantics and Interface Dependencies. WAIM 2006: 240-251 - [c13]Li Kuang, Ying Li, ShuiGuang Deng, Jian Wu, Wei Shi, Zhaohui Wu:
Expressing Service and Query Behavior Using pi-Calculus for Matchmaking. Web Intelligence 2006: 629-632 - 2005
- [j1]Zhaohui Wu, Shuming Tang, ShuiGuang Deng, Jian Wu, Huajun Chen, Haijun Gao:
DartGrid II: A Semantic Grid Platform for ITS. IEEE Intell. Syst. 20(3): 12-15 (2005) - [c12]Yueping Jin, Zhaohui Wu, ShuiGuang Deng, Zhen Yu:
Service-Oriented Workflow Model. AINA 2005: 484-488 - [c11]Zhaohui Wu, Huajun Chen, ShuiGuang Deng, Yuxing Mao:
DartGrid: RDF-Mediated Database Integration and Process Coordination Using Grid as the Platform. APWeb 2005: 351-363 - [c10]Li Kuang, ShuiGuang Deng, Ying Li, Wei Shi, Zhaohui Wu:
Exploring Semantic Technologies in Service Matchmakin. ECOWS 2005: 226-234 - 2004
- [c9]Zhaohui Wu, ShuiGuang Deng, Ying Li:
Introducing EAI and Service Components into Process Management. IEEE SCC 2004: 271-276 - [c8]Ying Li, Zhaohui Wu, ShuiGuang Deng:
Research on Service-Oriented Software Framework. GCC Workshops 2004: 27-35 - [c7]Chuan Lin, Zhaohui Wu, ShuiGuang Deng, Li Kuang:
Automatic Service Matching and Service Discovery Based on Ontology. GCC Workshops 2004: 99-106 - [c6]ShuiGuang Deng, Zhaohui Wu, Zhen Yu, Lican Huang:
A Secure Process-Service Model. International Conference on Computational Science 2004: 627-630 - [c5]ShuiGuang Deng, Zhen Yu, Zhaohui Wu, Lican Huang:
Enhancement of workflow flexibility by composing activities at run-time. SAC 2004: 667-673 - [c4]ShuiGuang Deng, Zhaohui Wu, Ying Li:
ASCEND: a framework for automatic service composition and execution in dynamic environment. SMC (4) 2004: 3457-3461 - [c3]ShuiGuang Deng, Zhaohui Wu, Li Kuang, Chuan Lin, Yueping Jin, Zhiwei Chen, Shifeng Yan, Ying Li:
Management of Serviceflow in a Flexible Way. WISE 2004: 428-438 - 2003
- [c2]Zhen Yu, Zhaohui Wu, ShuiGuang Deng, Qi Gao:
Temporal Problems in Service-Based Workflows. GCC (2) 2003: 954-961 - [c1]ShuiGuang Deng, Zhaohui Wu, Qi Gao, Zhen Yu:
Virtual Workflow Management System in Grid Environment. GCC (2) 2003: 978-985
Coauthor Index
aka: Mengchu Zhou
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