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2020 – today
- 2024
[b1]Xiao Ma, Mengwei Xu, Qing Li, Yuanzhe Li, Ao Zhou, Shangguang Wang:
5G Edge Computing - Technologies, Applications and Future Visions. Springer 2024, ISBN 978-981-97-0212-1, pp. 1-206- [j182]Zhishu Shen
, Jiong Jin, Cheng Tan, Atsushi Tagami, Shangguang Wang, Qing Li, Qiushi Zheng, Jingling Yuan:
A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks. ACM Comput. Surv. 56(1): 23:1-23:40 (2024) - [j181]Jie Huang, Sisi Li, Lipei Yang, Jianing Si, Xiao Ma, Shangguang Wang:
Multiparticipant Double Auction for Resource Allocation and Pricing in Edge Computing. IEEE Internet Things J. 11(8): 14007-14016 (2024) - [j180]Di Wu, Kai Peng, Shangguang Wang, Victor C. M. Leung:
Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow Forecasting. IEEE Internet Things J. 11(8): 14267-14281 (2024) - [j179]Kai Peng, Yu Yang, Shangguang Wang, Peiyun Xiao, Victor C. M. Leung:
Reliability-Aware Proactive Offloading in Mobile Edge Computing Using Stackelberg Game Approach. IEEE Internet Things J. 11(9): 16660-16671 (2024) - [j178]Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang:
Reliability-Aware Task Replication for Mobile Edge Computing. IEEE Internet Things J. 11(14): 24846-24857 (2024) - [j177]HongYan Wang, Qibo Sun, Qing Li, Xiao Ma, Shangguang Wang:
Online Request Replication for Obtaining Fresh Information Under Pull Model. IEEE Internet Things J. 11(16): 27864-27875 (2024) - [j176]Xiaoyun Wang, Tao Sun, Yong Cui, Rajkumar Buyya, Deke Guo, Qun Huang, Hassnaa Moustafa, Chen Tian, Shangguang Wang:
Coordination of networking and computing: toward new information infrastructure and new services mode. Frontiers Inf. Technol. Electron. Eng. 25(5): 629-632 (2024) - [j175]Qiyang Zhang, Zuo Zhu, Ao Zhou, Qibo Sun, Schahram Dustdar, Shangguang Wang:
Energy-Efficient Federated Training on Mobile Device. IEEE Netw. 38(1): 180-186 (2024) - [j174]Chuntao Ding, Yidong Li, Zhichao Lu, Shangguang Wang, Song Guo:
A Resource-Efficient Feature Extraction Framework for Image Processing in IoT Devices. IEEE Trans. Mob. Comput. 23(1): 42-55 (2024) - [j173]Qiyang Zhang, Xiangying Che, Yijie Chen, Xiao Ma, Mengwei Xu, Schahram Dustdar, Xuanzhe Liu, Shangguang Wang:
A Comprehensive Deep Learning Library Benchmark and Optimal Library Selection. IEEE Trans. Mob. Comput. 23(5): 5069-5082 (2024) - [j172]Yuanzhe Li, Shangguang Wang, Yuanchun Li, Ao Zhou, Mengwei Xu, Xiao Ma, Yunxin Liu:
Seamless Cross-Edge Service Migration for Real-Time Rendering Applications. IEEE Trans. Mob. Comput. 23(6): 7084-7098 (2024) - [j171]Chen Yang, Jinliang Yuan, Yaozong Wu, Qibo Sun, Ao Zhou, Shangguang Wang, Mengwei Xu:
Communication-Efficient Satellite-Ground Federated Learning Through Progressive Weight Quantization. IEEE Trans. Mob. Comput. 23(9): 8999-9011 (2024) - [j170]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) - [j169]Zichuan Xu, Guangyuan Xu, Hao Wang, Weifa Liang, Qiufen Xia, Shangguang Wang:
Enabling Streaming Analytics in Satellite Edge Computing via Timely Evaluation of Big Data Queries. IEEE Trans. Parallel Distributed Syst. 35(1): 105-122 (2024) - [j168]Yang Yang, Lei Feng, Yao Sun, Yangyang Li, Fanqin Zhou, Wenjing Li, Shangguang Wang:
Decentralized Cooperative Caching and Offloading for Virtual Reality Task Based on GAN-Powered Multi-Agent Reinforcement Learning. IEEE Trans. Serv. Comput. 17(1): 291-305 (2024) - [j167]Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Yue Wang, Gang Huang, Xuanzhe Liu:
Battery-Aware Energy Optimization for Satellite Edge Computing. IEEE Trans. Serv. Comput. 17(2): 437-451 (2024) - [j166]Lijun Sun, Mingzhi Liu, Jiachen Guo, Xu Yu, Shangguang Wang:
Deep Reinforcement Learning Empowered Resource Allocation in Vehicular Fog Computing. IEEE Trans. Veh. Technol. 73(5): 7066-7076 (2024) - [c131]Shangguang Wang:
2024 IEEE World Congress on Services (SERVICES). CLOUD 2024: xvi - [c130]Tevfik Kosar, Krishnan Venkateswaran, Shangguang Wang, Seetharami Seelam, Santonu Sarkar, Xuanzhe Liu:
2024 IEEE International Conference on Cloud Computing, Message from the Chairs. CLOUD 2024: xvii - [c129]Shangguang Wang:
2024 IEEE World Congress on Services (SERVICES), Message from Shangguang Wang, Chair of IEEE Computer Society (IEEECS) Technical Community on Services Computing (TCSVC). SSE 2024: xv - [c128]Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou:
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. EuroMLSys@EuroSys 2024: 126-133 - [c127]Jinglong Guan, Qiyang Zhang, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Shangguang Wang:
Collaborative Inference in DNN-Based Satellite Systems with Dynamic Task Streams. ICC 2024: 3803-3808 - [c126]Nan Jiang, Haitao Yuan, Jianing Si, Minxiao Chen, Shangguang Wang:
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data. ICDE 2024: 5061-5074 - [c125]Jie Huang, Ruolin Xing, Xiao Ma, Ao Zhou, Shangguang Wang:
Profit-Aware Task Allocation in Satellite Computing. ICWS 2024: 696-706 - [c124]Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Yuanzhe Li, Shangguang Wang:
Flexible Shadow: Enhancing Service Reliability in Resource-Constrained Edge Computing. ICWS 2024: 767-777 - [c123]Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang:
Resource-efficient In-orbit Detection of Earth Objects. INFOCOM 2024: 551-560 - [c122]Yijie Chen, Qiyang Zhang, Ruolin Xing, Yuanzhe Li, Xiao Ma, Chaoxin Yu, Yiran Zhang, Ao Zhou, Shangguang Wang:
Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization. Internetware 2024 - [c121]Qian Li, Yucheng Zhou, Cheng Ji, Feihong Lu, Jianian Gong, Shangguang Wang, Jianxin Li:
Multi-Modal Inductive Framework for Text-Video Retrieval. ACM Multimedia 2024: 2389-2398 - [c120]Jinliang Yuan, Chen Yang, Dongqi Cai, Shihe Wang, Xin Yuan, Zeling Zhang, Xiang Li, Dingge Zhang, Hanzi Mei, Xianqing Jia, Shangguang Wang, Mengwei Xu:
Mobile Foundation Model as Firmware. MobiCom 2024: 279-295 - [c119]Ruolin Xing, Mengwei Xu, Ao Zhou, Qing Li, Yiran Zhang, Feng Qian, Shangguang Wang:
Deciphering the Enigma of Satellite Computing with COTS Devices: Measurement and Analysis. MobiCom 2024: 420-435 - [c118]Liu Wang, Conghui Zheng, Haoyu Wang, Xiapu Luo, Gareth Tyson, Yi Wang, Shangguang Wang:
Global Prosperity or Local Monopoly? Understanding the Geography of App Popularity. MSR 2024: 322-334 - [c117]Tianshi Wang, Yiran Zhang, Ao Zhou, Shangguang Wang:
An Enhancement Framework for RDMA Congestion Control in Multi-tenant Datacenters. NOMS 2024: 1-9 - [c116]Xingyi Li, Yiran Zhang, Hu Zhang, Shangguang Wang:
POSTER: Adaptive Load Balancing with Flow Block for LLM. SIGCOMM (Posters and Demos) 2024: 69-71 - [c115]Zuo Zhu, Ruolin Xing, Yiran Zhang, Chaoxin Yu, Ao Zhou, Shangguang Wang:
POSTER: An End-to-End Study on Performance and Reliability of LEO Satellite-Terrestrial Data Links. SIGCOMM (Posters and Demos) 2024: 83-85 - [c114]Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Yang, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu:
More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs. USENIX ATC 2024: 285-302 - [c113]Li Zhang, Shangguang Wang, Mengwei Xu:
High-density Mobile Cloud Gaming on Edge SoC Clusters. USENIX ATC 2024: 339-347 - [c112]Hongyu Li, Liwei Guo, Yexuan Yang, Shangguang Wang, Mengwei Xu:
An Empirical Study of Rust-for-Linux: The Success, Dissatisfaction, and Compromise. USENIX ATC 2024: 425-443 - [c111]Mengwei Xu, Dongqi Cai, Yaozong Wu, Xiang Li, Shangguang Wang:
FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed Inferences. USENIX ATC 2024: 579-596 - [c110]Zhichao Feng, Pengfei Wang, Kaiyuan Li, Chenliang Li, Shangguang Wang:
Contextual MAB Oriented Embedding Denoising for Sequential Recommendation. WSDM 2024: 199-207 - [c109]Zhichao Feng, Junjie Xie, Kaiyuan Li, Yu Qin, Pengfei Wang, Qianzhong Li, Bin Yin, Xiang Li, Wei Lin, Shangguang Wang:
Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai. WWW (Companion Volume) 2024: 355-363 - [c108]Jinliang Yuan, Shangguang Wang, Hongyu Li, Daliang Xu, Yuanchun Li, Mengwei Xu, Xuanzhe Liu:
Towards Energy-efficient Federated Learning via INT8-based Training on Mobile DSPs. WWW 2024: 2786-2794 - [e12]Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi L. Atukorala, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Tevfik Kosar, Santonu Sarkar, Sreekrishnan Venkateswaran, Shangguang Wang, Xuanzhe Liu, Seetharami Seelam, Chandra Narayanaswami, Ziliang Zong:
17th IEEE International Conference on Cloud Computing, CLOUD 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6853-6 [contents] - [i44]Ruolin Xing, Mengwei Xu, Ao Zhou, Qing Li, Yiran Zhang, Feng Qian, Shangguang Wang:
Deciphering the Enigma of Satellite Computing with COTS Devices: Measurement and Analysis. CoRR abs/2401.03435 (2024) - [i43]Mengwei Xu, Wangsong Yin, Dongqi Cai, Rongjie Yi, Daliang Xu, Qipeng Wang, Bingyang Wu, Yihao Zhao, Chen Yang, Shihe Wang, Qiyang Zhang, Zhenyan Lu, Li Zhang, Shangguang Wang, Yuanchun Li, Yunxin Liu, Xin Jin, Xuanzhe Liu:
A Survey of Resource-efficient LLM and Multimodal Foundation Models. CoRR abs/2401.08092 (2024) - [i42]Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu:
Lightweight Protection for Privacy in Offloaded Speech Understanding. CoRR abs/2401.11983 (2024) - [i41]Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang:
Resource-efficient In-orbit Detection of Earth Objects. CoRR abs/2402.01675 (2024) - [i40]Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou:
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. CoRR abs/2403.00881 (2024) - [i39]Zhichao Feng, Junjie Xie, Kaiyuan Li, Yu Qin, Pengfei Wang, Qianzhong Li, Bin Yin, Xiang Li, Wei Lin, Shangguang Wang:
Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai. CoRR abs/2403.12566 (2024) - [i38]Alireza Furutanpey, Qiyang Zhang, Philipp Raith, Tobias Pfandzelter, Shangguang Wang, Schahram Dustdar:
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression. CoRR abs/2403.16677 (2024) - [i37]Nan Jiang, Haitao Yuan, Jianing Si, Minxiao Chen, Shangguang Wang:
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data. CoRR abs/2404.04271 (2024) - [i36]Qian Li, Cheng Ji, Shu Guo, Yong Zhao, Qianren Mao, Shangguang Wang, Yuntao Wei, Jianxin Li:
Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction. CoRR abs/2404.12006 (2024) - [i35]Minxiao Chen, Haitao Yuan, Nan Jiang, Zhifeng Bao, Shangguang Wang:
Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity. CoRR abs/2407.19668 (2024) - [i34]Hanzi Mei, Dongqi Cai, Ao Zhou, Shangguang Wang, Mengwei Xu:
FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts. CoRR abs/2408.11304 (2024) - [i33]Longxi Gao, Li Zhang, Shihe Wang, Shangguang Wang, Yuanchun Li, Mengwei Xu:
MobileViews: A Large-Scale Mobile GUI Dataset. CoRR abs/2409.14337 (2024) - [i32]Dongqi Cai, Shangguang Wang, Chen Peng, Zeling Zhang, Mengwei Xu:
Recall: Empowering Multimodal Embedding for Edge Devices. CoRR abs/2409.15342 (2024) - 2023
- [j165]Hongman Wang, Yingxue Li, Ao Zhou, Yan Guo, Shangguang Wang:
Service migration in mobile edge computing: A deep reinforcement learning approach. Int. J. Commun. Syst. 36(1) (2023) - [j164]Hongyan Wang, Qibo Sun, Shangguang Wang:
A survey on the optimisation of age of information in wireless networks. Int. J. Web Grid Serv. 19(1): 1-33 (2023) - [j163]Qiliang Zhu, Yaoling Fan, Shangguang Wang:
A fairness aware service recommendation method in service ecosystem. Int. J. Web Grid Serv. 19(4): 427-445 (2023) - [j162]Shangguang Wang, Qing Li:
Satellite Computing: Vision and Challenges. IEEE Internet Things J. 10(24): 22514-22529 (2023) - [j161]Salman Raza, Manzoor Ahmed, Haseeb Ahmad, Muhammad Ayzed Mirza, Muhammad Asif Habib, Shangguang Wang:
Task offloading in mmWave based 5G vehicular cloud computing. J. Ambient Intell. Humaniz. Comput. 14(9): 12595-12607 (2023) - [j160]Junna Zhang, Jiawei Chen, Xiang Bao, Chunhong Liu, Peiyan Yuan, Xinglin Zhang, Shangguang Wang:
Dependent task offloading mechanism for cloud-edge-device collaboration. J. Netw. Comput. Appl. 216: 103656 (2023) - [j159]Shangguang Wang, Yan Guo, Xiao Liu, Ao Zhou:
Service Routing in Multi-Tier Edge Computing: A Matching Game Approach. IEEE J. Sel. Areas Commun. 41(3): 835-844 (2023) - [j158]Xiaobin Xu, Qi Wang, Yanzhao Hou, Shangguang Wang:
AI-SPACE: A Cloud-Edge Aggregated Artificial Intelligent Architecture for Tiansuan Constellation-Assisted Space-Terrestrial Integrated Networks. IEEE Netw. 37(2): 22-28 (2023) - [j157]Yanan Li, Guangqing Deng, Changming Bai, Jingyu Yang, Gang Wang, Hao Zhang, Jin Bai, Haitao Yuan, Mengwei Xu, Shangguang Wang:
Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet. Proc. ACM Manag. Data 1(4): 236:1-236:29 (2023) - [j156]Deng Zhao, Zhangbing Zhou, Shangguang Wang, Bo Liu, Walid Gaaloul:
Reinforcement learning-enabled efficient data gathering in underground wireless sensor networks. Pers. Ubiquitous Comput. 27(3): 581-598 (2023) - [j155]Haitao Yuan, Sai Wang, Zhifeng Bao, Shangguang Wang:
Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination. Proc. VLDB Endow. 16(11): 3004-3017 (2023) - [j154]Chuntao Ding, Ao Zhou, Xiao Ma, Ning Zhang, Ching-Hsien Hsu, Shangguang Wang:
Towards Diversified IoT Image Recognition Services in Mobile Edge Computing. IEEE Trans. Cloud Comput. 11(1): 666-677 (2023) - [j153]Junna Zhang, Guoxian Zhang, Xiang Bao, Chuntao Ding, Peiyan Yuan, Xinglin Zhang, Shangguang Wang:
Dependent Application Offloading in Edge Computing. IEEE Trans. Cloud Comput. 11(4): 3439-3451 (2023) - [j152]Kai Peng, Peiyun Xiao, Shangguang Wang, Victor C. M. Leung:
AoI-Aware Partial Computation Offloading in IIoT With Edge Computing: A Deep Reinforcement Learning Based Approach. IEEE Trans. Cloud Comput. 11(4): 3766-3777 (2023) - [j151]Xiao Ma, Ao Zhou, Shan Zhang, Qing Li, Alex X. Liu, Shangguang Wang:
Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing. IEEE Trans. Mob. Comput. 22(4): 2116-2130 (2023) - [j150]Qing Li, Xiao Ma, Ao Zhou, Xiapu Luo, Fangchun Yang, Shangguang Wang:
User-Oriented Edge Node Grouping in Mobile Edge Computing. IEEE Trans. Mob. Comput. 22(6): 3691-3705 (2023) - [j149]Qing Li, Xiao Ma, Ao Zhou, Changhee Joo, Shangguang Wang:
Online Service Request Duplicating for Vehicular Applications. IEEE Trans. Mob. Comput. 22(7): 4168-4180 (2023) - [j148]Zhichao Lu, Chuntao Ding, Felix Juefei-Xu, Vishnu Naresh Boddeti, Shangguang Wang, Yun Yang:
TFormer: A Transmission-Friendly ViT Model for IoT Devices. IEEE Trans. Parallel Distributed Syst. 34(2): 598-610 (2023) - [j147]Ying Wang, Naling Li, Peng Yu, Wenjing Li, Xuesong Qiu, Shangguang Wang, Mohamed Cheriet:
Intelligent and Collaborative Orchestration of Network Slices. IEEE Trans. Serv. Comput. 16(2): 1239-1253 (2023) - [c107]Shangguang Wang:
Message from Shangguang Wang Chair of IEEE Computer Society (IEEE-CS) Technical Community on Services Computing (TCSVC). CLOUD 2023: xviii - [c106]Dongqi Cai, Yaozong Wu, Shangguang Wang, Mengwei Xu:
FedAdapter: Efficient Federated Learning for Mobile NLP. ACM TUR-C 2023: 27-28 - [c105]Pengfei Wang, Chenliang Li, Lixin Zou, Zhichao Feng, Kaiyuan Li, Xiaochen Li, Xialong Liu, Shangguang Wang:
Tutorial: Data Denoising Metrics in Recommender Systems. CIKM 2023: 5224-5227 - [c104]Chuntao Ding, Zhichao Lu, Shangguang Wang, Ran Cheng, Vishnu Naresh Boddeti:
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives. CVPR 2023: 7756-7765 - [c103]Chao Wang, Yiran Zhang, Qing Li, Ao Zhou, Shangguang Wang:
Satellite Computing: A Case Study of Cloud-Native Satellites. EDGE 2023: 262-270 - [c102]Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
Towards Practical Few-shot Federated NLP. EuroMLSys@EuroSys 2023: 42-48 - [c101]Chaoying Yan, Lijun Sun, Shangguang Wang, Shuaiyong Li:
Carbon Trading Based on Consortium Chain: Building, Modeling, and Analysis. ICA3PP (4) 2023: 119-130 - [c100]Yuwen Chen, Xiao Ma, Ao Zhou, Shangguang Wang:
Cooperative Content Caching and Distribution for Satellite CDNs. ICNP 2023: 1-6 - [c99]Lin Han, Lijun Dong, Alvaro Retana, Richard Li, Shangguang Wang, Tianji Jiang:
Evolution to 6G for Satellite NTN Integration: From Networking Perspective. ICNP 2023: 1-6 - [c98]Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang:
Optimizing Space-Borne Computation: A Reliability Enhancement Framework for LEO Constellation. ICPADS 2023: 2371-2378 - [c97]Daliang Xu, Qing Li, Mengwei Xu, Kang Huang, Gang Huang, Shangguang Wang, Xin Jin, Yun Ma, Xuanzhe Liu:
Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors. ICSOC (1) 2023: 67-85 - [c96]Junna Zhang, Xinxin Wang, Chuntao Ding, Xiaoyan Zhao, Shangguang Wang:
Task Offloading Based on Application Hit Ratio. ICWS 2023: 36-42 - [c95]Ao Zhou, Sisi Li, Xiao Ma, Yiran Zhang, Shangguang Wang:
Container Image Similarity-Aware Resource Provisioning for Serverless Edge Computing. ICWS 2023: 278-288 - [c94]Zhichao Lu, Chuntao Ding, Shangguang Wang, Ran Cheng, Felix Juefei-Xu, Vishnu Naresh Boddeti:
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services. ICWS 2023: 415-425 - [c93]Xiaobin Xu, Qi Wang, Miaohe Niu, Juan Fang, Shangguang Wang:
A Reliable Data Transmission Service for Tiansuan Constellation. ICWS 2023: 728-730 - [c92]Jinliang Yuan, Shangguang Wang, Shihe Wang, Yuanchun Li, Xiao Ma, Ao Zhou, Mengwei Xu:
Privacy as a Resource in Differentially Private Federated Learning. INFOCOM 2023: 1-10 - [c91]Chen Yang, Yuanchun Li, Hao Lu, Jinliang Yuan, Qibo Sun, Shangguang Wang, Mengwei Xu:
Evaluating and Enhancing the Robustness of Federated Learning System against Realistic Data Corruption. ISSRE 2023: 462-473 - [c90]Xu Nie, Ningke Li, Kailong Wang, Shangguang Wang, Xiapu Luo, Haoyu Wang:
Understanding and Tackling Label Errors in Deep Learning-Based Vulnerability Detection (Experience Paper). ISSTA 2023: 52-63 - [c89]Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
Efficient Federated Learning for Modern NLP. MobiCom 2023: 37:1-37:16 - [c88]Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu:
Federated Few-Shot Learning for Mobile NLP. MobiCom 2023: 63:1-63:17 - [c87]Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu:
Boosting DNN Cold Inference on Edge Devices. MobiSys 2023: 516-529 - [c86]Chuanxiu Chi, Yiran Zhang, Qibo Sun, Shangguang Wang:
SABM: Adaptive Backup Mechanism for Satellite Services. SatCom@MobiCom 2023: 1-6 - [c85]Kaiyuan Li, Pengfei Wang, Haitao Wang, Qiang Liu, Xingxing Wang, Dong Wang, Shangguang Wang:
Communicative MARL-based Relevance Discerning Network for Repetition-Aware Recommendation. WWW 2023: 1231-1239 - [c84]Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu, Shangguang Wang:
ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning. WWW 2023: 3056-3066 - [e11]Zhongjie Wang, Shangguang Wang, Hanchuan Xu:
Service Science - CCF 16th International Conference, ICSS 2023, Harbin, China, May 13-14, 2023, Revised Selected Papers. Communications in Computer and Information Science 1844, Springer 2023, ISBN 978-981-99-4401-9 [contents] - [i31]Zhichao Lu, Chuntao Ding, Felix Juefei-Xu, Vishnu Naresh Boddeti, Shangguang Wang, Yun Yang:
TFormer: A Transmission-Friendly ViT Model for IoT Devices. CoRR abs/2302.07734 (2023) - [i30]Chao Wang, Yiran Zhang, Qing Li, Ao Zhou, Shangguang Wang:
Satellite Computing: A Case Study of Cloud-Native Satellites. CoRR abs/2307.08530 (2023) - [i29]Chuntao Ding, Zhichao Lu, Shangguang Wang, Ran Cheng, Vishnu Naresh Boddeti:
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives. CoRR abs/2308.02066 (2023) - [i28]Zhichao Lu, Chuntao Ding, Shangguang Wang, Ran Cheng, Felix Juefei-Xu, Vishnu Naresh Boddeti:
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services. CoRR abs/2308.06515 (2023) - [i27]Mengwei Xu, Yaozong Wu, Dongqi Cai, Xiang Li, Shangguang Wang:
Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices. CoRR abs/2308.13894 (2023) - [i26]Rongjie Yi, Liwei Guo, Shiyun Wei, Ao Zhou, Shangguang Wang, Mengwei Xu:
EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models. CoRR abs/2308.14352 (2023) - [i25]Jinliang Yuan, Chen Yang, Dongqi Cai, Shihe Wang, Xin Yuan, Zeling Zhang, Xiang Li, Dingge Zhang, Hanzi Mei, Xianqing Jia, Shangguang Wang, Mengwei Xu:
Rethinking Mobile AI Ecosystem in the LLM Era. CoRR abs/2308.14363 (2023) - [i24]Jinglong Guan, Qiyang Zhang, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Shangguang Wang:
Collaborative Inference in DNN-based Satellite Systems with Dynamic Task Streams. CoRR abs/2311.06073 (2023) - [i23]Shangguang Wang, Qiyang Zhang, Ruolin Xing, Fei Qi, Mengwei Xu:
The First Verification Test of Space-Ground Collaborative Intelligence via Cloud-Native Satellites. CoRR abs/2311.06078 (2023) - 2022
- [j146]Renuga Kanagavelu, Qingsong Wei, Zengxiang Li, Haibin Zhang, Juniarto Samsudin, Yechao Yang, Rick Siow Mong Goh, Shangguang Wang:
CE-Fed: Communication efficient multi-party computation enabled federated learning. Array 15: 100207 (2022) - [j145]Qiyang Zhang, Shangguang Wang, Ao Zhou, Xiao Ma:
Cost-aware edge server placement. Int. J. Web Grid Serv. 18(1): 83-98 (2022) - [j144]Mingzhe Yang, Shangguang Wang, Ning Zhang, Ao Zhou, Xiao Ma:
Survey on tracking and registration technology for mobile augmented reality. Int. J. Web Grid Serv. 18(2): 99-140 (2022) - [j143]Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang:
Profit-Aware Edge Server Placement. IEEE Internet Things J. 9(1): 55-67 (2022) - [j142]Muhammad Rizwan Anwar, Shangguang Wang, Muhammad Faisal Akram, Salman Raza, Shahid Mahmood:
5G-Enabled MEC: A Distributed Traffic Steering for Seamless Service Migration of Internet of Vehicles. IEEE Internet Things J. 9(1): 648-661 (2022) - [j141]Qing Li, Shangguang Wang, Xiao Ma, Qibo Sun, Houpeng Wang, Suzhi Cao, Fangchun Yang:
Service Coverage for Satellite Edge Computing. IEEE Internet Things J. 9(1): 695-705 (2022) - [j140]Jialei Liu, Chunhong Liu, Bo Wang, Guowei Gao, Shangguang Wang:
Optimized Task Allocation for IoT Application in Mobile-Edge Computing. IEEE Internet Things J. 9(13): 10370-10381 (2022) - [j139]Jialei Liu, Ao Zhou, Chunhong Liu, Tongguang Zhang, Lianyong Qi, Shangguang Wang, Rajkumar Buyya:
Reliability-Enhanced Task Offloading in Mobile Edge Computing Environments. IEEE Internet Things J. 9(13): 10382-10396 (2022) - [j138]Salman Raza, Shangguang Wang, Manzoor Ahmed, Muhammad Rizwan Anwar, Muhammad Ayzed Mirza, Wali Ullah Khan:
Task Offloading and Resource Allocation for IoV Using 5G NR-V2X Communication. IEEE Internet Things J. 9(13): 10397-10410 (2022) - [j137]Jie Huang, Ao Zhou, Shangguang Wang:
Price-Aware Service Deployment in Hierarchical Mobile-Edge Computing. IEEE Internet Things J. 9(13): 11533-11541 (2022) - [j136]Haojiang Liu, Yuanzhe Li, Shangguang Wang:
Request Scheduling Combined With Load Balancing in Mobile-Edge Computing. IEEE Internet Things J. 9(21): 20841-20852 (2022) - [j135]Chuntao Ding, Yidong Li, Shangguang Wang:
Edge/Cloud-Assisted Feature Extraction in IoT Devices. IEEE Internet Things J. 9(21): 21594-21606 (2022) - [j134]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) - [j133]Ran Zhang, Jiang Liu, Fangqi Liu, Tao Huang, Qinqin Tang, Shangguang Wang, F. Richard Yu:
Buffer-Aware Virtual Reality Video Streaming With Personalized and Private Viewport Prediction. IEEE J. Sel. Areas Commun. 40(2): 694-709 (2022) - [j132]Ao Zhou, Sisi Li, Xiao Ma, Shangguang Wang:
Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing. IEEE J. Sel. Areas Commun. 40(12): 3391-3404 (2022) - [j131]Chao Wang, Lei Liu, Chunxiao Jiang, Shangguang Wang, Peiying Zhang, Shigen Shen:
Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network. IEEE J. Sel. Top. Signal Process. 16(3): 434-446 (2022) - [j130]Guiyang Luo, Quan Yuan, Jinglin Li, Shangguang Wang, Fangchun Yang:
Artificial Intelligence Powered Mobile Networks: From Cognition to Decision. IEEE Netw. 36(3): 136-144 (2022) - [j129]Chuntao Ding, Ao Zhou, Yunxin Liu, Rong N. Chang, Ching-Hsien Hsu, Shangguang Wang:
A Cloud-Edge Collaboration Framework for Cognitive Service. IEEE Trans. Cloud Comput. 10(3): 1489-1499 (2022) - [j128]Ning Zhang, Tao Han, Mehrdad Dianati, Ning Lu, Shangguang Wang:
Guest Editorial Special Issue on Space-Air-Ground Integrated Networks for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 23(3): 2701-2704 (2022) - [j127]Qing Li, Shangguang Wang, Ao Zhou, Xiao Ma, Fangchun Yang, Alex X. Liu:
QoS Driven Task Offloading With Statistical Guarantee in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21(1): 278-290 (2022) - [j126]Chuntao Ding, Ao Zhou, Xiulong Liu, Xiao Ma, Shangguang Wang:
Resource-Aware Feature Extraction in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21(1): 321-331 (2022) - [j125]Ao Zhou, Xiao Ma, Siyi Gao, Shangguang Wang:
Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing. ACM Trans. Internet Techn. 22(4): 91:1-91:24 (2022) - [j124]Andrzej Goscinski, Elisa Bertino, Shangguang Wang:
Guest Editor's Introduction: Special Section on EdgeAI as a Service. IEEE Trans. Serv. Comput. 15(2): 588-590 (2022) - [j123]Lanlan Rui, Xushan Chen, Xiaomei Wang, Zhipeng Gao, Xuesong Qiu, Shangguang Wang:
Multiservice Reliability Evaluation Algorithm Considering Network Congestion and Regional Failure Based on Petri Net. IEEE Trans. Serv. Comput. 15(2): 684-697 (2022) - [c83]Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang:
Collaborative Mobile Edge Computing Through UPF Selection. CollaborateCom (2) 2022: 345-362 - [c82]Zefei Xu, Hongman Wang, Chao Wang, Shangguang Wang:
Cooperative Computation Offloading in Multi-tier Satellite Terrestrial Network. DataCom 2022: 487-498 - [c81]Mengwei Xu, Li Zhang, Shangguang Wang:
Position Paper: Renovating Edge Servers with ARM SoCs. SEC 2022: 216-223 - [c80]Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Gang Huang, Xin Jin, Xuanzhe Liu:
Mandheling: mixed-precision on-device DNN training with DSP offloading. MobiCom 2022: 214-227 - [c79]Tianshi Wang, Hongwei Kan, Qibo Sun, Shan Xiao, Shangguang Wang:
Congestion Detection and Link Control via Feedback in RDMA Transmission. ICSS 2022: 1-4 - [c78]Lanlan Rui, Xushan Chen, Xiaomei Wang, Zhipeng Gao, Xuesong Qiu, Shangguang Wang:
Multiservice Reliability Evaluation Algorithm Considering Network Congestion and Regional Failure Based on Petri Net. SERVICES 2022: 29 - [c77]Liu Wang, Haoyu Wang, Xiapu Luo, Tao Zhang, Shangguang Wang, Xuanzhe Liu:
Demystifying "removed reviews" in iOS app store. ESEC/SIGSOFT FSE 2022: 1489-1499 - [c76]Xin Yuan, Ruolin Xing, Shangguang Wang, Mengwei Xu:
Towards Robust Intelligence in Space. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 706-713 - [c75]Chao Wang, Qing Li, Qibo Sun, Shangguang Wang:
Multi-Dimensional Resource Optimal Allocation Scheme for Tiansuan Constellation. WCSP 2022: 865-870 - [c74]Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu:
A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. WWW 2022: 3298-3307 - [c73]Sisi Li, Ao Zhou, Xiao Ma, Mengwei Xu, Shangguang Wang:
Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing. WWW 2022: 3358-3366 - [i22]Chao Wang, Lei Liu, Chunxiao Jiang, Shangguang Wang, Peiying Zhang, Shigen Shen:
Incorporating Distributed DRL into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network. CoRR abs/2202.02141 (2022) - [i21]Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu:
A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. CoRR abs/2202.06512 (2022) - [i20]Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang:
Towards Sustainable Satellite Edge Computing. CoRR abs/2203.06065 (2022) - [i19]Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
AutoFedNLP: An efficient FedNLP framework. CoRR abs/2205.10162 (2022) - [i18]Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu:
Understanding and Optimizing Deep Learning Cold-Start Latency on Edge Devices. CoRR abs/2206.07446 (2022) - [i17]Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Guang Huang, Xin Jin, Xuanzhe Liu:
Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading. CoRR abs/2206.07509 (2022) - [i16]Li Zhang, Junji Qiu, Shangguang Wang, Mengwei Xu:
Device-centric Federated Analytics At Ease. CoRR abs/2206.11491 (2022) - [i15]Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang:
Accelerating Vertical Federated Learning. CoRR abs/2207.11456 (2022) - [i14]Ruolin Xing, Xiao Ma, Ao Zhou, Schahram Dustdar, Shangguang Wang:
From Earth to Space: A First Deployment of 5G Core Network on Satellite. CoRR abs/2210.05405 (2022) - [i13]Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts. CoRR abs/2212.00192 (2022) - [i12]Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu:
Federated NLP in Few-shot Scenarios. CoRR abs/2212.05974 (2022) - [i11]Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Chen, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu:
SoC-Cluster as an Edge Server: an Application-driven Measurement Study. CoRR abs/2212.12842 (2022) - 2021
- [j122]Binbin Huang, Xiao Liu, Shangguang Wang, Linxuan Pan, Victor Chang:
Multi-agent reinforcement learning for cost-aware collaborative task execution in energy-harvesting D2D networks. Comput. Networks 195: 108176 (2021) - [j121]Yao Xia, Zhiqiu Huang, Yonglong Zhang, Min Yuan, Shangguang Wang, Yu Zhou:
SPASC: Strategy-proof auction mechanism with cost and QoS incentive for service composition. Concurr. Comput. Pract. Exp. 33(9) (2021) - [j120]Liang Tian, Mingzhe Yang, Shangguang Wang:
An overview of compute first networking. Int. J. Web Grid Serv. 17(2): 81-97 (2021) - [j119]Tao Lei, Lei Yang, Zhizhong Shi, Shangguang Wang:
Virtual vehicle based on incremental learning for navigation service. Int. J. Web Grid Serv. 17(2): 98-117 (2021) - [j118]Xiaobin Xu, Hui Zhao, Haipeng Yao, Shangguang Wang:
A Blockchain-Enabled Energy-Efficient Data Collection System for UAV-Assisted IoT. IEEE Internet Things J. 8(4): 2431-2443 (2021) - [j117]Xiao Ma, Ao Zhou, Qibo Sun, Shangguang Wang:
Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing. IEEE Internet Things J. 8(16): 13115-13125 (2021) - [j116]Yuanzhe Li, Xiao Ma, Mengwei Xu, Ao Zhou, Qibo Sun, Ning Zhang, Shangguang Wang:
Joint Placement of UPF and Edge Server for 6G Network. IEEE Internet Things J. 8(22): 16370-16378 (2021) - [j115]Thar Baker, Zehua Guo, Ali Ismail Awad, Shangguang Wang, Benjamin C. M. Fung:
Enabling Technologies for Energy Cloud. J. Parallel Distributed Comput. 152: 108-110 (2021) - [j114]Qibo Sun, Jinliang Xu, Xiao Ma, Ao Zhou, Ching-Hsien Hsu, Shangguang Wang:
Edge-Enabled Distributed Deep Learning for 5G Privacy Protection. IEEE Netw. 35(4): 213-219 (2021) - [j113]Yan Guo, Qing Li, Yuanzhe Li, Ning Zhang, Shangguang Wang:
Service Coordination in the Space-Air-Ground Integrated Network. IEEE Netw. 35(5): 168-173 (2021) - [j112]Xiaobin Xu, Hui Zhao, Chang Liu, Qi Wang, Shangguang Wang:
Resource management of GEO relays for real-time remote sensing. Peer-to-Peer Netw. Appl. 14(5): 3333-3348 (2021) - [j111]Binbin Huang, Yuanyuan Xiang, Dongjin Yu, Jiaojiao Wang, Zhongjin Li, Shangguang Wang:
Reinforcement Learning for Security-Aware Workflow Application Scheduling in Mobile Edge Computing. Secur. Commun. Networks 2021: 5532410:1-5532410:13 (2021) - [j110]Zibin Zheng, Shangguang Wang, Rodrigo N. Calheiros:
Guest Editorial: Special issue on blockchain and decentralized applications. Softw. Pract. Exp. 51(10): 1985-1986 (2021) - [j109]Xiao Ma, Shangguang Wang, Shan Zhang, Peng Yang, Chuang Lin, Xuemin Shen:
Cost-Efficient Resource Provisioning for Dynamic Requests in Cloud Assisted Mobile Edge Computing. IEEE Trans. Cloud Comput. 9(3): 968-980 (2021) - [j108]Yuanzhe Li, Jie Huang, Qibo Sun, Tao Sun, Shangguang Wang:
Cognitive Service Architecture for 6G Core Network. IEEE Trans. Ind. Informatics 17(10): 7193-7203 (2021) - [j107]Shangguang Wang, Chuntao Ding, Ning Zhang, Xiulong Liu, Ao Zhou, Jiannong Cao, Xuemin Shen:
A Cloud-Guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing. IEEE Trans. Mob. Comput. 20(2): 292-305 (2021) - [j106]Shangguang Wang, Yan Guo, Ning Zhang, Peng Yang, Ao Zhou, Xuemin Shen:
Delay-Aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 20(3): 939-951 (2021) - [j105]Meng Wang, Bo Cheng, Shangguang Wang, Junliang Chen:
Availability- and Traffic-Aware Placement of Parallelized SFC in Data Center Networks. IEEE Trans. Netw. Serv. Manag. 18(1): 182-194 (2021) - [j104]Xuanzhe Liu, Shangguang Wang, Yun Ma, Ying Zhang, Qiaozhu Mei, Yunxin Liu, Gang Huang:
Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities. ACM Trans. Internet Techn. 21(2): 27:1-27:19 (2021) - [j103]Shangguang Wang, Ao Zhou, Ruo Bao, Wu Chou, Stephen S. Yau:
Towards Green Service Composition Approach in the Cloud. IEEE Trans. Serv. Comput. 14(4): 1238-1250 (2021) - [c72]Yan Guo, Shangguang Wang:
Challenges and Opportunities in Space Service Computing. SCC 2021: 44-51 - [c71]Ao Zhou, Sisi Li, Shangguang Wang:
Task Offloading and Resource Allocation for Container-enabled Mobile Edge Computing. SCC 2021: 222-232 - [c70]Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang:
Towards Sustainable Satellite Edge Computing. EDGE 2021: 1-8 - [c69]Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun:
Tiansuan Constellation: An Open Research Platform. EDGE 2021: 94-101 - [c68]Yuqian Jing, Yuben Qu, Chao Dong, Yun Shen, Zhenhua Wei, Shangguang Wang:
Joint UAV Location and Resource Allocation for Air-Ground Integrated Federated Learning. GLOBECOM 2021: 1-6 - [c67]Xiaobin Xu, Hui Zhao, Chang Liu, Cunqun Fan, Zhongjun Liang, Shangguang Wang:
On the Aggregated Resource Management for Satellite Edge Computing. ICC 2021: 1-6 - [c66]Mengwei Xu, Zhe Fu, Xiao Ma, Li Zhang, Yanan Li, Feng Qian, Shangguang Wang, Ke Li, Jingyu Yang, Xuanzhe Liu:
From cloud to edge: a first look at public edge platforms. Internet Measurement Conference 2021: 37-53 - [c65]Dongqi Cai, Qipeng Wang, Yuanqiang Liu, Yunxin Liu, Shangguang Wang, Mengwei Xu:
Towards Ubiquitous Learning: A First Measurement of On-Device Training Performance. EMDL@MobiSys 2021: 31-36 - [c64]Shangguang Wang, Ao Zhou, Ruo Bao, Chou Wu:
Towards Green Service Composition Approach in the Cloud. SERVICES 2021: 14 - [c63]Bo Wei, Hang Song, Shangguang Wang, Jiro Katto:
Performance Analysis of Adaptive Bitrate Algorithms for Multi-user DASH Video Streaming. WCNC 2021: 1-6 - [i10]Mengwei Xu, Zhe Fu, Xiao Ma, Li Zhang, Yanan Li, Feng Qian, Shangguang Wang, Ke Li, Jingyu Yang, Xuanzhe Liu:
From Cloud to Edge: A First Look at Public Edge Platforms. CoRR abs/2109.03395 (2021) - [i9]Guiyang Luo, Quan Yuan, Jinglin Li, Shangguang Wang, Fangchun Yang:
Artificial Intelligence Powered Mobile Networks: From Cognition to Decision. CoRR abs/2112.04263 (2021) - [i8]Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun:
Tiansuan Constellation: An Open Research Platform. CoRR abs/2112.14957 (2021) - 2020
- [j102]Qiliang Zhu, Qibo Sun, Zengxiang Li, Shangguang Wang:
FARM: A Fairness-Aware Recommendation Method for High Visibility and Low Visibility Mobile APPs. IEEE Access 8: 122747-122756 (2020) - [j101]Wen Zhang, Longzhuang Li, Ning Zhang, Tao Han, Shangguang Wang:
Air-Ground Integrated Mobile Edge Networks: A Survey. IEEE Access 8: 125998-126018 (2020) - [j100]Jialei Liu, Shangguang Wang, Ao Zhou, Jinliang Xu, Fangchun Yang:
SLA-driven container consolidation with usage prediction for green cloud computing. Frontiers Comput. Sci. 14(1): 42-52 (2020) - [j99]Shangguang Wang, Chuntao Ding, Ching-Hsien Hsu, Fangchun Yang:
Dimensionality reduction via preserving local information. Future Gener. Comput. Syst. 108: 967-975 (2020) - [j98]Shangguang Wang, Yan Guo, Yan Li, Ching-Hsien Hsu:
Cultural distance for service composition in cyber-physical-social systems. Future Gener. Comput. Syst. 108: 1049-1057 (2020) - [j97]Yujiong Liu, Shangguang Wang, Qinglin Zhao, Shiyu Du, Ao Zhou, Xiao Ma, Fangchun Yang:
Dependency-Aware Task Scheduling in Vehicular Edge Computing. IEEE Internet Things J. 7(6): 4961-4971 (2020) - [j96]Jinliang Xu, Xiao Ma, Ao Zhou, Qiang Duan, Shangguang Wang:
Path Selection for Seamless Service Migration in Vehicular Edge Computing. IEEE Internet Things J. 7(9): 9040-9049 (2020) - [j95]Salman Raza, Wei Liu, Manzoor Ahmed, Muhammad Rizwan Anwar, Muhammad Ayzed Mirza, Qibo Sun, Shangguang Wang:
An efficient task offloading scheme in vehicular edge computing. J. Cloud Comput. 9: 28 (2020) - [j94]Ao Zhou, Shangguang Wang, Shaohua Wan, Lianyong Qi:
LMM: latency-aware micro-service mashup in mobile edge computing environment. Neural Comput. Appl. 32(19): 15411-15425 (2020) - [j93]Qiang Duan, Shangguang Wang, Nirwan Ansari:
Convergence of Networking and Cloud/Edge Computing: Status, Challenges, and Opportunities. IEEE Netw. 34(6): 148-155 (2020) - [j92]Yan Guo, Shangguang Wang, Ao Zhou, Jinliang Xu, Jie Yuan, Ching-Hsien Hsu:
User allocation-aware edge cloud placement in mobile edge computing. Softw. Pract. Exp. 50(5): 489-502 (2020) - [j91]Shangguang Wang, Ao Zhou, Fangchun Yang, Rong N. Chang:
Towards Network-Aware Service Composition in the Cloud. IEEE Trans. Cloud Comput. 8(4): 1122-1134 (2020) - [j90]Shangguang Wang, Ao Zhou, Mingzhe Yang, Lei Sun, Ching-Hsien Hsu, Fangchun Yang:
Service Composition in Cyber-Physical-Social Systems. IEEE Trans. Emerg. Top. Comput. 8(1): 82-91 (2020) - [j89]Xuan Liu, Bo Cheng, Shangguang Wang:
Availability-Aware and Energy-Efficient Virtual Cluster Allocation Based on Multi-Objective Optimization in Cloud Datacenters. IEEE Trans. Netw. Serv. Manag. 17(2): 972-985 (2020) - [j88]Xuan Liu, Bo Cheng, Shangguang Wang, Junliang Chen:
Joint Availability Enhancement and Traffic Optimization of Virtual Cluster Allocation in Cloud Datacenters. IEEE Trans. Netw. Serv. Manag. 17(3): 1554-1567 (2020) - [j87]Jialei Liu, Shangguang Wang, Ao Zhou, Rajkumar Buyya, Fangchun Yang:
Availability-Aware Virtual Cluster Allocation in Bandwidth-Constrained Datacenters. IEEE Trans. Serv. Comput. 13(3): 425-436 (2020) - [j86]Ao Zhou, Shangguang Wang, Xiao Ma, Stephen S. Yau:
Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud. IEEE Trans. Serv. Comput. 13(4): 735-744 (2020) - [j85]Binbin Huang, Zhongjin Li, Yunqiu Xu, Linxuan Pan, Shangguang Wang, Haiyang Hu, Victor Chang:
Deep Reinforcement Learning for Performance-Aware Adaptive Resource Allocation in Mobile Edge Computing. Wirel. Commun. Mob. Comput. 2020: 2765491:1-2765491:17 (2020) - [c62]Shanshan Wu, Qibo Sun, Ao Zhou, Shangguang Wang, Tao Lei:
Adaptive Edge Resource Allocation for Maximizing the Number of Tasks Completed on Time: A Deep Q-Learning Approach. BlockSys 2020: 355-367 - [c61]Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang:
Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning. CCGRID 2020: 410-419 - [c60]Chuntao Ding, Ao Zhou, Xiao Ma, Shangguang Wang:
Cognitive Service in Mobile Edge Computing. ICWS 2020: 181-188 - [c59]Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang:
Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. INFOCOM 2020: 2076-2085 - [c58]Yan Guo, Qiang Duan, Shangguang Wang:
Service Orchestration for Integrating Edge Computing and 5G Network: State of the Art and Challenges. SERVICES 2020: 55-60 - [i7]Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang:
Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. CoRR abs/2002.01358 (2020) - [i6]Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang:
Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning. CoRR abs/2005.11901 (2020) - [i5]Chengxu Yang, Qipeng Wang, Mengwei Xu, Shangguang Wang, Kaigui Bian, Xuanzhe Liu:
Heterogeneity-Aware Federated Learning. CoRR abs/2006.06983 (2020) - [i4]Jinliang Yuan, Mengwei Xu, Xiao Ma, Ao Zhou, Xuanzhe Liu, Shangguang Wang:
Hierarchical Federated Learning through LAN-WAN Orchestration. CoRR abs/2010.11612 (2020)
2010 – 2019
- 2019
- [j84]Bo Wei, Hang Song, Shangguang Wang, Kenji Kanai, Jiro Katto:
Evaluation of Throughput Prediction for Adaptive Bitrate Control Using Trace-Based Emulation. IEEE Access 7: 51346-51356 (2019) - [j83]Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Myung Ho Kim, Kok-Seng Wong:
Virtual machine placement with (m, n)-fault tolerance in cloud data center. Clust. Comput. 22(5): 11619-11631 (2019) - [j82]Xiaocui Li, Zhangbing Zhou, Junqi Guo, Shangguang Wang, Junsheng Zhang:
Aggregated multi-attribute query processing in edge computing for industrial IoT applications. Comput. Networks 151: 114-123 (2019) - [j81]Chuntao Ding, Ao Zhou, Jie Huang, Ying Liu, Shangguang Wang:
ECDU: an edge content delivery and update framework in Mobile edge computing. EURASIP J. Wirel. Commun. Netw. 2019: 268 (2019) - [j80]Binbin Huang, Zhongjin Li, Peng Tang, Shangguang Wang, Jun Zhao, Haiyang Hu, Wanqing Li, Victor I. Chang:
Security modeling and efficient computation offloading for service workflow in mobile edge computing. Future Gener. Comput. Syst. 97: 755-774 (2019) - [j79]Shangguang Wang, Yali Zhao, Lin Huang, Jinliang Xu, Ching-Hsien Hsu:
QoS prediction for service recommendations in mobile edge computing. J. Parallel Distributed Comput. 127: 134-144 (2019) - [j78]Shangguang Wang, Yali Zhao, Jinliang Xu, Jie Yuan, Ching-Hsien Hsu:
Edge server placement in mobile edge computing. J. Parallel Distributed Comput. 127: 160-168 (2019) - [j77]Ming Chen, Yuhua Li, Zhifeng Zhang, Ching-Hsien Hsu, Shangguang Wang:
Erratum to: Real-time, large-scale duplicate image detection method based on multi-feature fusion. J. Real Time Image Process. 16(5): 1881 (2019) - [j76]Jinliang Xu, Shangguang Wang, Bharat K. Bhargava, Fangchun Yang:
A Blockchain-Enabled Trustless Crowd-Intelligence Ecosystem on Mobile Edge Computing. IEEE Trans. Ind. Informatics 15(6): 3538-3547 (2019) - [j75]Chuntao Ding, Shangguang Wang:
Appropriate points choosing for subspace learning over image classification. J. Supercomput. 75(2): 688-703 (2019) - [j74]Jinliang Xu, Shangguang Wang, Ning Zhang, Fangchun Yang, Xuemin Shen:
Reward or Penalty: Aligning Incentives of Stakeholders in Crowdsourcing. IEEE Trans. Mob. Comput. 18(4): 974-985 (2019) - [j73]Xiulong Liu, Xin Xie, Shangguang Wang, Jia Liu, Didi Yao, Jiannong Cao, Keqiu Li:
Efficient Range Queries for Large-Scale Sensor-Augmented RFID Systems. IEEE/ACM Trans. Netw. 27(5): 1873-1886 (2019) - [j72]Shangguang Wang, You Ma, Bo Cheng, Fangchun Yang, Rong N. Chang:
Multi-Dimensional QoS Prediction for Service Recommendations. IEEE Trans. Serv. Comput. 12(1): 47-57 (2019) - [j71]Salman Raza, Shangguang Wang, Manzoor Ahmed, Muhammad Rizwan Anwar:
A Survey on Vehicular Edge Computing: Architecture, Applications, Technical Issues, and Future Directions. Wirel. Commun. Mob. Comput. 2019: 3159762:1-3159762:19 (2019) - [j70]Binbin Huang, Yangyang Li, Zhongjin Li, Linxuan Pan, Shangguang Wang, Yunqiu Xu, Haiyang Hu:
Security and Cost-Aware Computation Offloading via Deep Reinforcement Learning in Mobile Edge Computing. Wirel. Commun. Mob. Comput. 2019: 3816237:1-3816237:20 (2019) - [j69]Salman Raza, Shangguang Wang, Manzoor Ahmed, Muhammad Rizwan Anwar:
Corrigendum to "A Survey on Vehicular Edge Computing: Architecture, Applications, Technical Issues, and Future Directions". Wirel. Commun. Mob. Comput. 2019: 6104671:1 (2019) - [c57]Liancheng Tao, Qibo Sun, Jinglin Li, Ao Zhou, Shangguang Wang:
Task Planning with Manual Intervention Using Improved JSHOP2 Planner. IOV 2019: 47-55 - [c56]Renkang Ke, Qibo Sun, Jinglin Li, Ao Zhou, Shangguang Wang:
Multi-task Planning with the Consideration of Task Priority. IOV 2019: 56-63 - [c55]Qiang Duan, Shangguang Wang:
Network Cloudification Enabling Network - Cloud/Fog Service Unification: State of the Art and Challenges. SERVICES 2019: 153-159 - [e10]Carl K. Chang, Peter Chen, Michael Goul, Katsunori Oyama, Stephan Reiff-Marganiec, Yanchun Sun, Shangguang Wang, Zhongjie Wang:
2019 IEEE World Congress on Services, SERVICES 2019, Milan, Italy, July 8-13, 2019. IEEE 2019, ISBN 978-1-7281-3851-0 [contents] - [i3]Jinliang Xu, Shangguang Wang, Bharat K. Bhargava, Fangchun Yang:
A Blockchain-enabled Trustless Crowd-Intelligence Ecosystem on Mobile Edge Computing. CoRR abs/1902.06662 (2019) - [i2]Binbin Huang, Zhongjin Li, Peng Tang, Shangguang Wang, Jun Zhao, Haiyang Hu, Wanqing Li, Victor I. Chang:
Security modeling and efficient computation offloading for service workflow in mobile edge computing. CoRR abs/1907.02506 (2019) - 2018
- [j68]Shangguang Wang, Qinglin Zhao, Ning Zhang, Tao Lei, Fangchun Yang:
Virtual Vehicle Coordination for Vehicles as Ambient Sensing Platforms. IEEE Access 6: 11940-11952 (2018) - [j67]Qiliang Zhu, Shangguang Wang, Bo Cheng, Qibo Sun, Fangchun Yang, Rong N. Chang:
Context-Aware Group Recommendation for Point-of-Interests. IEEE Access 6: 12129-12144 (2018) - [j66]Shangguang Wang, Jinliang Xu, Ning Zhang, Yujiong Liu:
A Survey on Service Migration in Mobile Edge Computing. IEEE Access 6: 23511-23528 (2018) - [j65]Mingzhe Yang, Shangguang Wang, Rodrigo N. Calheiros, Fangchun Yang:
Survey on QoE Assessment Approach for Network Service. IEEE Access 6: 48374-48390 (2018) - [j64]Jialei Liu, Shangguang Wang, Ao Zhou, Xiang Xu, Sathish A. P. Kumar, Fangchun Yang:
Towards Bandwidth Guaranteed Virtual Cluster Reallocation in the Cloud. Comput. J. 61(9): 1284-1295 (2018) - [j63]Ao Zhou, Shangguang Wang, Qibo Sun, Jinglin Li, Qinglin Zhao, Fangchun Yang:
Support for spot virtual machine purchasing simulation. Clust. Comput. 21(1): 1-13 (2018) - [j62]Lin Huang, Qinglin Zhao, Yan Li, Shangguang Wang, Lei Sun, Wu Chou:
Correction to: Reliable and efficient big service selection. Inf. Syst. Frontiers 20(3): 647 (2018) - [j61]Sathish A. P. Kumar, R. Madhumathi, Pethuru Raj Chelliah, Lei Tao, Shangguang Wang:
A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance. J. Reliab. Intell. Environ. 4(4): 199-209 (2018) - [j60]Di Lu, Chuntao Ding, Jinliang Xu, Shangguang Wang:
Hierarchical Discriminant Analysis. Sensors 18(1): 279 (2018) - [j59]Youngjae Kim, Sungyong Park, Feiyi Wang, Guangyu Sun, Shangguang Wang:
HPC Software and Programming Environments for Big Data Applications. Sci. Program. 2018: 6015685:1-6015685:2 (2018) - [j58]Jialei Liu, Shangguang Wang, Ao Zhou, Sathish A. P. Kumar, Fangchun Yang, Rajkumar Buyya:
Using Proactive Fault-Tolerance Approach to Enhance Cloud Service Reliability. IEEE Trans. Cloud Comput. 6(4): 1191-1202 (2018) - [j57]Muhammad Rizwan Anawar, Shangguang Wang, Muhammad Azam Zia, Ahmer Khan Jadoon, Umair Akram, Salman Raza:
Fog Computing: An Overview of Big IoT Data Analytics. Wirel. Commun. Mob. Comput. 2018: 7157192:1-7157192:22 (2018) - [j56]Ching-Hsien Hsu, Shangguang Wang, Yan Zhang, Anna Kobusinska:
Mobile Edge Computing. Wirel. Commun. Mob. Comput. 2018: 7291954:1-7291954:3 (2018) - [j55]Kai Peng, Victor C. M. Leung, Lixin Zheng, Shangguang Wang, Chao Huang, Tao Lin:
Intrusion Detection System Based on Decision Tree over Big Data in Fog Environment. Wirel. Commun. Mob. Comput. 2018 (2018) - [j54]Shangguang Wang, Wu Chou, Kok-Seng Wong, Ao Zhou, Victor C. M. Leung:
Service Migration in Mobile Edge Computing. Wirel. Commun. Mob. Comput. 2018: 3823721:1-3823721:2 (2018) - [j53]Junna Zhang, Ao Zhou, Qibo Sun, Shangguang Wang, Fangchun Yang:
Overview on Fault Tolerance Strategies of Composite Service in Service Computing. Wirel. Commun. Mob. Comput. 2018: 9787503:1-9787503:8 (2018) - [c54]Songtai Dai, Ao Zhou, Shangguang Wang:
The Performance Evaluation of Virtual Machine Placement Algorithm Based on WebCloudSim. IEEE CLOUD 2018: 950-953 - [c53]Yuanzhe Li, Shangguang Wang:
An Energy-Aware Edge Server Placement Algorithm in Mobile Edge Computing. EDGE 2018: 66-73 - [c52]Bo Wei, Wataru Kawakami, Kenji Kanai, Jiro Katto, Shangguang Wang:
TRUST: A TCP Throughput Prediction Method in Mobile Networks. GLOBECOM 2018: 1-6 - [c51]Yujiong Liu, Shangguang Wang, Jie Huang, Fangchun Yang:
A Computation Offloading Algorithm Based on Game Theory for Vehicular Edge Networks. ICC 2018: 1-6 - [c50]Jialei Liu, Shangguang Wang, Ao Zhou, Fangchun Yang:
A Virtual Machine Placement Policy via Biogeography-based Optimization in the Cloud. IMCOM 2018: 54:1-54:8 - [c49]Lingyan Zhang, Shangguang Wang, Rong N. Chang:
QCSS: A QoE-Aware Control Plane for Adaptive Streaming Service over Mobile Edge Computing Infrastructures. ICWS 2018: 139-146 - [c48]Qiliang Zhu, Ao Zhou, Qibo Sun, Shangguang Wang, Fangchun Yang:
FMSR: A Fairness-Aware Mobile Service Recommendation Method. ICWS 2018: 171-178 - [c47]Kun Chen, Qibo Sun, Ao Zhou, Shangguang Wang:
Adaptive Multiple Task Assignments for UAVs Using Discrete Particle Swarm Optimization. IOV 2018: 220-229 - [c46]Yuan Yuan, Qibo Sun, Ao Zhou, Siyi Gao, Shangguang Wang:
An Acceleration Method for Similar Time-Series Finding. IOV 2018: 289-301 - [c45]Yue Song, Qibo Sun, Ao Zhou, Shangguang Wang, Jinglin Li:
QoS-Aware Service Composition Using HTN Planner. SC² 2018: 107-110 - [c44]Tian Xia, Qibo Sun, Ao Zhou, Shangguang Wang, Shilong Xiong, Siyi Gao, Jinglin Li, Quan Yuan:
Improving the Performance of Stock Trend Prediction by Applying GA to Feature Selection. SC² 2018: 122-126 - [i1]Shangguang Wang, Chuntao Ding, Ning Zhang, Nan Cheng, Jie Huang, Ying Liu:
ECD: An Edge Content Delivery and Update Framework in Mobile Edge Computing. CoRR abs/1805.10783 (2018) - 2017
- [j52]Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Myung Ho Kim, Kok-Seng Wong:
Network failure-aware redundant virtual machine placement in a cloud data center. Concurr. Comput. Pract. Exp. 29(24) (2017) - [j51]Shangguang Wang, Lin Huang, Lei Sun, Ching-Hsien Hsu, Fangchun Yang:
Efficient and reliable service selection for heterogeneous distributed software systems. Future Gener. Comput. Syst. 74: 158-167 (2017) - [j50]Yan Guo, Shangguang Wang, Kok-Seng Wong, Myung Ho Kim:
Skyline service selection approach based on QoS prediction. Int. J. Web Grid Serv. 13(4): 425-447 (2017) - [j49]Ling Huang, Qinglin Zhao, Yan Li, Shangguang Wang, Lei Sun, Wu Chou:
Reliable and efficient big service selection. Inf. Syst. Frontiers 19(6): 1273-1282 (2017) - [j48]Fangchun Yang, Jinglin Li, Tao Lei, Shangguang Wang:
Architecture and key technologies for Internet of Vehicles: a survey. J. Commun. Inf. Networks 2(2): 1-17 (2017) - [j47]Ming Chen, Yuhua Li, Zhifeng Zhang, Ching-Hsien Hsu, Shangguang Wang:
Real-time, large-scale duplicate image detection method based on multi-feature fusion. J. Real Time Image Process. 13(3): 557-570 (2017) - [j46]Ching-Hsien Hsu, Shangguang Wang, Yu Yuan:
Guest Editorial Special Issue on Hybrid Intelligence for Internet of Vehicles. IEEE Syst. J. 11(3): 1225-1227 (2017) - [j45]Bo Cheng, Shuai Zhao, Shangguang Wang, Junliang Chen:
Lightweight Mashup Middleware for Coal Mine Safety Monitoring and Control Automation. IEEE Trans Autom. Sci. Eng. 14(2): 1245-1255 (2017) - [j44]Lingyan Zhang, Shangguang Wang, Raymond K. Wong, Fangchun Yang, Rong N. Chang:
Cognitively Adjusting Imprecise User Preferences for Service Selection. IEEE Trans. Netw. Serv. Manag. 14(3): 717-729 (2017) - [j43]Fuu-Cheng Jiang, Ching-Hsien Hsu, Shangguang Wang:
Logistic Support Architecture with Petri Net Design in Cloud Environment for Services and Profit Optimization. IEEE Trans. Serv. Comput. 10(6): 879-888 (2017) - [j42]Ao Zhou, Shangguang Wang, Bo Cheng, Zibin Zheng, Fangchun Yang, Rong N. Chang, Michael R. Lyu, Rajkumar Buyya:
Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization. IEEE Trans. Serv. Comput. 10(6): 902-913 (2017) - [j41]Tao Lei, Shangguang Wang, Jinglin Li, Fangchun Yang:
A cooperative route choice approach via virtual vehicle in IoV. Veh. Commun. 9: 281-287 (2017) - [c43]Xiaojuan Wei, Shangguang Wang, Ao Zhou, Jinliang Xu, Sen Su, Sathish A. P. Kumar, Fangchun Yang:
MVR: An Architecture for Computation Offloading in Mobile Edge Computing. EDGE 2017: 232-235 - [c42]Jie Wei, Shangguang Wang, Ao Zhou, Fangchun Yang:
CMIP: Data Transmission Latency Optimization for Cooperative Group in Multi-cloud by Adaptive Routing. ICPADS 2017: 410-418 - [c41]Lingyan Zhang, Shangguang Wang, Fangchun Yang, Rong N. Chang:
QoECenter: A Visual Platform for QoE Evaluation of Streaming Video Services. ICWS 2017: 212-219 - [e9]Shangguang Wang, Ao Zhou:
Collaborate Computing: Networking, Applications and Worksharing - 12th International Conference, CollaborateCom 2016, Beijing, China, November 10-11, 2016, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 201, Springer 2017, ISBN 978-3-319-59287-9 [contents] - 2016
- [j40]Wenjun Xu, Shengyu Li, Shangguang Wang, Zhiyong Feng, Jiaru Lin, Athanasios V. Vasilakos:
Joint Parameter Selection for Massive MIMO: An Energy-Efficient Perspective. IEEE Access 4: 3719-3731 (2016) - [j39]Shangguang Wang, Tao Lei, Lingyan Zhang, Ching-Hsien Hsu, Fangchun Yang:
Offloading mobile data traffic for QoS-aware service provision in vehicular cyber-physical systems. Future Gener. Comput. Syst. 61: 118-127 (2016) - [j38]Shangguang Wang, Lin Huang, Ching-Hsien Hsu, Fangchun Yang:
Collaboration reputation for trustworthy Web service selection in social networks. J. Comput. Syst. Sci. 82(1): 130-143 (2016) - [j37]Shu Yang, Zhihan Liu, Jinglin Li, Shangguang Wang, Fangchun Yang:
Anomaly Detection for Internet of Vehicles: A Trust Management Scheme with Affinity Propagation. Mob. Inf. Syst. 2016: 5254141:1-5254141:10 (2016) - [j36]Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Qibo Sun, Fangchun Yang:
Task rescheduling optimization to minimize network resource consumption. Multim. Tools Appl. 75(20): 12901-12917 (2016) - [j35]Qibo Sun, Lubao Wang, Shangguang Wang, You Ma, Ching-Hsien Hsu:
QoS prediction for Web service in Mobile Internet environment. New Rev. Hypermedia Multim. 22(3): 207-222 (2016) - [j34]Tao Lei, Shangguang Wang, Jinglin Li, Fangchun Yang:
AOM: adaptive mobile data traffic offloading for M2M networks. Pers. Ubiquitous Comput. 20(6): 863-873 (2016) - [j33]Ching-Hsien Hsu, Shangguang Wang, Daqiang Zhang, Hai-Cheng Chu, Ning Lu:
Efficient identity authentication and encryption technique for high throughput RFID system. Secur. Commun. Networks 9(15): 2581-2591 (2016) - [j32]Shangguang Wang, Cunqun Fan, Ching-Hsien Hsu, Qibo Sun, Fangchun Yang:
A Vertical Handoff Method via Self-Selection Decision Tree for Internet of Vehicles. IEEE Syst. J. 10(3): 1183-1192 (2016) - [j31]Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, Michael R. Lyu, Fangchun Yang:
On Cloud Service Reliability Enhancement with Optimal Resource Usage. IEEE Trans. Cloud Comput. 4(4): 452-466 (2016) - [j30]Shangguang Wang, Ao Zhou, Ching-Hsien Hsu, Xuanyu Xiao, Fangchun Yang:
Provision of Data-Intensive Services Through Energy- and QoS-Aware Virtual Machine Placement in National Cloud Data Centers. IEEE Trans. Emerg. Top. Comput. 4(2): 290-300 (2016) - [j29]Tao Lei, Shangguang Wang, Jinlin Li, Ilsun You, Fangchun Yang:
Detecting and preventing selfish behaviour in mobile ad hoc network. J. Supercomput. 72(8): 3156-3168 (2016) - [j28]Ao Zhou, Shangguang Wang, Jinglin Li, Qibo Sun, Fangchun Yang:
Optimal mobile device selection for mobile cloud service providing. J. Supercomput. 72(8): 3222-3235 (2016) - [j27]Shangguang Wang, Ao Zhou, Wei Lei, Zhiwen Yu, Ching-Hsien Hsu, Fangchun Yang:
Enhanced User Context-Aware Reputation Measurement of Multimedia Service. ACM Trans. Multim. Comput. Commun. Appl. 12(4s): 59:1-59:18 (2016) - [j26]You Ma, Shangguang Wang, Patrick C. K. Hung, Ching-Hsien Hsu, Qibo Sun, Fangchun Yang:
A Highly Accurate Prediction Algorithm for Unknown Web Service QoS Values. IEEE Trans. Serv. Comput. 9(4): 511-523 (2016) - [c40]Xiaolu Zhu, Jinglin Li, Zhihan Liu, Shangguang Wang, Fangchun Yang:
Learning Transportation Annotated Mobility Profiles from GPS Data for Context-Aware Mobile Services. SCC 2016: 475-482 - [c39]Jinliang Xu, Shangguang Wang, Sen Su, Sathish A. P. Kumar, Chou Wu:
Latent Interest and Topic Mining on User-Item Bipartite Networks. SCC 2016: 778-781 - [c38]Zigui Jiang, Ao Zhou, Shangguang Wang, Qibo Sun, Rongheng Lin, Fangchun Yang:
Personalized Service Recommendation for Collaborative Tagging Systems with Social Relations and Temporal Influences. SCC 2016: 786-789 - [c37]Lingyan Zhang, Qibo Sun, Shangguang Wang, Sen Su, Fangchun Yang:
Towards Video Quality of Experience and Selective Attention: A Subtitle-Based Measurement Study. SCC 2016: 872-875 - [c36]Jinliang Xu, Ao Zhou, Shangguang Wang, Qibo Sun, Jinglin Li, Fangchun Yang:
Machine Status Prediction for Dynamic and Heterogenous Cloud Environment. CLUSTER 2016: 136-137 - [c35]Yan Guo, Shangguang Wang:
Skyline Service Selection Based on QoS Prediction. CLUSTER 2016: 150-151 - [c34]Yali Zhao, Shangguang Wang:
The Service Recommendation Problem: An Overview of Traditional and Recent Approaches. CollaborateCom 2016: 37-47 - [c33]Guoyu Yang, Qibo Sun, Ao Zhou, Shangguang Wang, Jinglin Li:
Poster Abstract: Access Point Ranking for Cloudlet Placement in Edge Computing Environment. SEC 2016: 85-86 - [c32]Yali Zhao, Shangguang Wang, Lubao Wang:
Poster Abstract: API QoS Prediction for Apps in Cellular Networks. SEC 2016: 87-88 - [c31]Yujiong Liu, Shangguang Wang, Fangchun Yang:
Poster Abstract: A Multi-user Computation Offloading Algorithm Based on Game Theory in Mobile Cloud Computing. SEC 2016: 93-94 - [c30]Tao Lei, Shangguang Wang, Jinglin Li, Fangchun Yang:
A Cooperative Route Choice Approach via Virtual Vehicle in Internet of Vehicles. IOV 2016: 194-205 - [c29]Junna Zhang, Shangguang Wang, Qibo Sun, Fangchun Yang:
Tradeoff between executing time and revenue for runtime service composition. IWQoS 2016: 1-2 - [e8]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Ana Maria Alves Coutinho Rocha, Carmelo Maria Torre, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Shangguang Wang:
Computational Science and Its Applications - ICCSA 2016 - 16th International Conference, Beijing, China, July 4-7, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9786, Springer 2016, ISBN 978-3-319-42084-4 [contents] - [e7]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Ana Maria Alves Coutinho Rocha, Carmelo Maria Torre, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Shangguang Wang:
Computational Science and Its Applications - ICCSA 2016 - 16th International Conference, Beijing, China, July 4-7, 2016, Proceedings, Part II. Lecture Notes in Computer Science 9787, Springer 2016, ISBN 978-3-319-42107-0 [contents] - [e6]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Ana Maria Alves Coutinho Rocha, Carmelo Maria Torre, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Shangguang Wang:
Computational Science and Its Applications - ICCSA 2016 - 16th International Conference, Beijing, China, July 4-7, 2016, Proceedings, Part III. Lecture Notes in Computer Science 9788, Springer 2016, ISBN 978-3-319-42110-0 [contents] - [e5]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Ana Maria A. C. Rocha, Carmelo Maria Torre, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Shangguang Wang:
Computational Science and Its Applications - ICCSA 2016 - 16th International Conference, Beijing, China, July 4-7, 2016, Proceedings, Part IV. Lecture Notes in Computer Science 9789, Springer 2016, ISBN 978-3-319-42088-2 [contents] - [e4]Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Ana Maria A. C. Rocha, Carmelo Maria Torre, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Shangguang Wang:
Computational Science and Its Applications - ICCSA 2016 - 16th International Conference, Beijing, China, July 4-7, 2016, Proceedings, Part V. Lecture Notes in Computer Science 9790, Springer 2016, ISBN 978-3-319-42091-2 [contents] - [e3]Ching-Hsien Hsu, Shangguang Wang, Ao Zhou, Shawkat Ali:
Internet of Vehicles - Technologies and Services - Third International Conference, IOV 2016, Nadi, Fiji, December 7-10, 2016, Proceedings. Lecture Notes in Computer Science 10036, 2016, ISBN 978-3-319-51968-5 [contents] - 2015
- [j25]Ching-Hsien Hsu, Shangguang Wang, Victor C. M. Leung, Nik Bessis:
Sensor Communications towards Intelligent Vehicle Networking. Int. J. Distributed Sens. Networks 11: 365879:1-365879:2 (2015) - [j24]Ao Zhou, Shangguang Wang, Chenchen Yang, Lei Sun, Qibo Sun, Fangchun Yang:
FTCloudSim: support for cloud service reliability enhancement simulation. Int. J. Web Grid Serv. 11(4): 347-361 (2015) - [j23]Shangguang Wang, Lei Sun, Qibo Sun, Jie Wei, Fangchun Yang:
Reputation measurement of cloud services based on unstable feedback ratings. Int. J. Web Grid Serv. 11(4): 362-376 (2015) - [j22]Ching-Hsien Hsu, Shangguang Wang:
Modeling and simulation for intelligent mobility. J. Comput. Sci. 11: 175-176 (2015) - [j21]Shangguang Wang, Lei Sun, Qibo Sun, Xuyan Li, Fangchun Yang:
Efficient Service Selection in Mobile Information Systems. Mob. Inf. Syst. 2015: 949436:1-949436:10 (2015) - [j20]Bo Cheng, Jialin Yang, Shangguang Wang, Junliang Chen:
Adaptive Video Transmission Control System Based on Reinforcement Learning Approach Over Heterogeneous Networks. IEEE Trans Autom. Sci. Eng. 12(3): 1104-1113 (2015) - [j19]Lin Huang, Shangguang Wang, Ching-Hsien Hsu, Juanjuan Zhang, Fangchun Yang:
Using reputation measurement to defend mobile social networks against malicious feedback ratings. J. Supercomput. 71(6): 2190-2203 (2015) - [j18]Shangguang Wang, Zibin Zheng, Zhengping Wu, Michael R. Lyu, Fangchun Yang:
Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems. IEEE Trans. Serv. Comput. 8(5): 755-767 (2015) - [c28]Jie Wei, Shangguang Wang, Lingyan Zhang, Ao Zhou, Qibo Sun, Ruisheng Shi, Fangchun Yang:
Minimizing Data Transmission Latency by Bipartite Graph in MapReduce. CLUSTER 2015: 521-522 - [c27]You Ma, Shangguang Wang, Fangchun Yang, Rong N. Chang:
Predicting QoS Values via Multi-dimensional QoS Data for Web Service Recommendations. ICWS 2015: 249-256 - [c26]Xiaochi Wei, Heyan Huang, Chin-Yew Lin, Xin Xin, Xianling Mao, Shangguang Wang:
Re-Ranking Voting-Based Answers by Discarding User Behavior Biases. IJCAI 2015: 2380-2386 - [c25]Shu Yang, Jinglin Li, Zhihan Liu, Shangguang Wang:
Managing Trust for Intelligence Vehicles: A Cluster Consensus Approach. IOV 2015: 210-220 - [c24]Tao Lei, Shangguang Wang, Fangchun Yang:
An Adaptive Data Traffic Offloading Model for Cellular Machine-to-Machine Networks. IOV 2015: 261-272 - [c23]Jinglin Li, Chenchen Yang, Ao Zhou, Shangguang Wang:
An online cloud data center simulation system. IWQoS 2015: 53-54 - [c22]Jialei Liu, Shangguang Wang, Ao Zhou, Fangchun Yang:
PFT-CCKP: A proactive fault tolerance mechanism for data center network. IWQoS 2015: 79-80 - [e2]Ching-Hsien Hsu, Feng Xia, Xingang Liu, Shangguang Wang:
Internet of Vehicles - Safe and Intelligent Mobility - Second International Conference, IOV 2015, Chengdu, China, December 19-21, 2015, Proceedings. Lecture Notes in Computer Science 9502, Springer 2015, ISBN 978-3-319-27292-4 [contents] - 2014
- [j17]Zhipiao Liu, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang:
Cost-Aware Cloud Service Request Scheduling for SaaS Providers. Comput. J. 57(2): 291-301 (2014) - [j16]Shangguang Wang, XiLu Zhu, Fangchun Yang:
Efficient QoS management for QoS-aware web service composition. Int. J. Web Grid Serv. 10(1): 1-23 (2014) - [j15]Shangguang Wang, Ching-Hsien Hsu, Zhongjun Liang, Qibo Sun, Fangchun Yang:
Multi-user web service selection based on multi-QoS prediction. Inf. Syst. Frontiers 16(1): 143-152 (2014) - [j14]Shangguang Wang, Zhipiao Liu, Qibo Sun, Hua Zou, Fangchun Yang:
Towards an accurate evaluation of quality of cloud service in service-oriented cloud computing. J. Intell. Manuf. 25(2): 283-291 (2014) - [j13]Shangguang Wang, Zibin Zheng, Zhengping Wu, Qibo Sun, Hua Zou, Fangchun Yang:
Context-aware mobile service adaptation via a Co-evolution eXtended Classifier System in mobile network environments. Mob. Inf. Syst. 10(2): 197-215 (2014) - [c21]Junming Zhang, Jinglin Li, Shangguang Wang, Jiali Bian:
A Neural Network Based Schema Matching Method for Web Service Matching. IEEE SCC 2014: 448-455 - [c20]Junming Zhang, Jinglin Li, Shangguang Wang, Zhihan Liu, Quan Yuan, Fangchun Yang:
On Retrieving Moving Objects Gathering Patterns from Trajectory Data via Spatio-temporal Graph. BigData Congress 2014: 390-397 - [c19]Wei Li, Qibo Sun, Shangguang Wang:
Context-Based Web Service Reputation Measurement. CSE 2014: 1489-1496 - [c18]Qi Zhou, Junming Zhang, Jinglin Li, Shangguang Wang:
Discovering Regional Taxicab Demand Based on Distribution Modeling from Trajectory Data. CSE 2014: 1605-1610 - [c17]Lubao Wang, Qibo Sun, Shangguang Wang, You Ma, Jinliang Xu, Jinglin Li:
Web Service QoS Prediction Approach in Mobile Internet Environments. ICDM Workshops 2014: 1239-1241 - [c16]Lei Sun, Shangguang Wang, Jinglin Li, Qibo Sun, Fangchun Yang:
QoS Uncertainty Filtering for Fast and Reliable Web Service Selection. ICWS 2014: 550-557 - [e1]Ching-Hsien Robert Hsu, Shangguang Wang:
Internet of Vehicles - Technologies and Services - First International Conference, IOV, Beijing, China, September 1-3, 2014. Proceedings. Lecture Notes in Computer Science 8662, Springer 2014, ISBN 978-3-319-11166-7 [contents] - 2013
- [j12]Shangguang Wang, Wei Su, XiLu Zhu, Hongke Zhang:
A Hadoop-based approach for efficient web service management. Int. J. Web Grid Serv. 9(1): 18-34 (2013) - [j11]Shangguang Wang, Yan Gong, Guangxiao Chen, Qibo Sun, Fangchun Yang:
Service vulnerability scanning based on service-oriented architecture in Web service environments. J. Syst. Archit. 59(9): 731-739 (2013) - [j10]Shangguang Wang, Cunqun Fan, Cao Deng, Wenzhe Gu, Qibo Sun, Fangchun Yang:
A-GR: A novel geographical routing protocol for AANETs. J. Syst. Archit. 59(10-B): 931-937 (2013) - [j9]Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang:
Particle Swarm Optimization with Skyline Operator for Fast Cloud-based Web Service Composition. Mob. Networks Appl. 18(1): 116-121 (2013) - [j8]Shangguang Wang, XiLu Zhu, Qibo Sun, Hua Zou, Fangchun Yang:
Low-Cost Web Service Discovery Based on Distributed Decision Tree in P2P Environments. Wirel. Pers. Commun. 73(4): 1477-1493 (2013) - [c15]Ao Zhou, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang:
A Dynamic Virtual Resource Renting Method for Maximizing the Profit of Cloud Service Provider under SLA Constraint. IEEE CLOUD 2013: 944-945 - [c14]You Ma, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang:
Web Services QoS Measure Based on Subjective and Objective Weight. IEEE SCC 2013: 543-550 - [c13]Shangguang Wang, Zhipiao Liu, Zibin Zheng, Qibo Sun, Fangchun Yang:
Particle Swarm Optimization for Energy-Aware Virtual Machine Placement Optimization in Virtualized Data Centers. ICPADS 2013: 102-109 - [c12]Ao Zhou, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang:
Dynamic Virtual Resource Renting Method for Maximizing the Profits of a Cloud Service Provider in a Dynamic Pricing Model. ICPADS 2013: 118-125 - [c11]Shangguang Wang, Jie Wei, Lei Sun, Qibo Sun, Fangchun Yang:
Reputation Measurement of Cloud Services Based on Unstable Feedback Ratings. ICPADS 2013: 474-479 - [c10]Ao Zhou, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang:
FTCloudSim: a simulation tool for cloud service reliability enhancement mechanisms. Middleware Demo & Poster Track 2013: 2:1-2:2 - [c9]You Ma, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang:
Predicting unknown QoS value with QoS-Prophet. Middleware Demo & Poster Track 2013: 14:1-14:2 - 2012
- [j7]Shangguang Wang, Qibo Sun, Fangchun Yang:
Quality of service measure approach of web service for service selection. IET Softw. 6(2): 148-154 (2012) - [j6]Shangguang Wang, Hua Zou, Qibo Sun, Fangchun Yang:
Bayesian Approach with Maximum Entropy Principle for trusted quality of Web service metric in e-commerce applications. Secur. Commun. Networks 5(10): 1112-1120 (2012) - [j5]Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang:
Detecting SYN flooding attacks based on traffic prediction. Secur. Commun. Networks 5(10): 1131-1140 (2012) - [c8]Shangguang Wang, Zibin Zheng, Guoqiang Li, Hua Zou, Fangchun Yang:
Context-Aware Service Adaptation via Learning Classifier System with Co-evolutionary Mechanism. IEEE SCC 2012: 679-680 - [c7]Lin Lin, Qibo Sun, Shangguang Wang, Fangchun Yang:
A geographic mobility prediction routing protocol for Ad Hoc UAV Network. GLOBECOM Workshops 2012: 1597-1602 - 2011
- [j4]Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang:
Reputation measure approach of web service for service selection. IET Softw. 5(5): 466-473 (2011) - [j3]Qibo Sun, Shangguang Wang, Hua Zou, Fangchun Yang:
QSSA: A QoS-aware Service Selection Approach. Int. J. Web Grid Serv. 7(2): 147-169 (2011) - [j2]Shangguang Wang, Zibin Zheng, Qibo Sun, Hua Zou, Fangchun Yang:
Reliable web service selection via QoS uncertainty computing. Int. J. Web Grid Serv. 7(4): 410-426 (2011) - [c6]Shangguang Wang, Zibin Zheng, Qibo Sun, Hua Zou, Fangchun Yang:
Evaluating Feedback Ratings for Measuring Reputation of Web Services. IEEE SCC 2011: 192-199 - [c5]Shangguang Wang, XiLu Zhu, Hongke Zhang:
Web Service Selection in Trustworthy Collaboration Network. ICEBE 2011: 153-160 - [c4]XiLu Zhu, Bai Wang, Shangguang Wang:
Reputation-Driven Web Service Selection Based on Collaboration Network. ICWS 2011: 704-705 - 2010
- [j1]Shangguang Wang, Qibo Sun, Fangchun Yang:
Towards Web Service selection based on QoS estimation. Int. J. Web Grid Serv. 6(4): 424-443 (2010) - [c3]Qibo Sun, Shangguang Wang, Fangchun Yang:
Quick service selection approach based on particle swarm optimization. BIC-TA 2010: 278-284 - [c2]Qibo Sun, Shangguang Wang, Fangchun Yang:
Multi-factor Evaluation Approach for Quality of Web Service. ICICA (LNCS) 2010: 150-157 - [c1]Qibo Sun, Shangguang Wang, Fangchun Yang:
A Measure Approach for Trustworthy QoS of Web Service. ICSS 2010: 34-38
Coauthor Index
Ching-Hsien Hsu
aka: Ching-Hsien Robert Hsu
aka: Ching-Hsien Robert Hsu
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[j177] [j175] [j171] [j164] [c91] [c86] [j141] [c79] [c75] [j117] [j116] [j114] [j108] [c69] [i8] [j102] [j95] [c62] [c57] [c56] [j67] [j63] [j53] [c48] [c47] [c46] [c45] [c44] [j36] [j35] [j32] [j28] [j26] [c38] [c37] [c36] [c33] [c29] [j24] [j23] [j21] [c28] [j17] [j15] [j14] [j13] [c19] [c17] [c16] [j11] [j10] [j9] [j8] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [j7] [j6] [j5] [c7] [j4] [j3] [j2] [c6] [j1] [c3] [c2] [c1]
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