Shangguang Wang

According to our database, Shangguang Wang authored at least 304 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Comprehensive Deep Learning Library Benchmark and Optimal Library Selection.

Qiyang Zhang, Xiangying Che, Yijie Chen, Xiao Ma, Mengwei Xu, Schahram Dustdar, Xuanzhe Liu, Shangguang Wang

IEEE Trans. Mob. Comput., May, 2024

Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow Forecasting.

Di Wu, Kai Peng, Shangguang Wang, Victor C. M. Leung

IEEE Internet Things J., April, 2024

Multiparticipant Double Auction for Resource Allocation and Pricing in Edge Computing.

Jie Huang, Sisi Li, Lipei Yang, Jianing Si, Xiao Ma, Shangguang Wang

IEEE Internet Things J., April, 2024

Enabling Streaming Analytics in Satellite Edge Computing via Timely Evaluation of Big Data Queries.

Zichuan Xu, Guangyuan Xu, Hao Wang, Weifa Liang, Qiufen Xia, Shangguang Wang

IEEE Trans. Parallel Distributed Syst., January, 2024

A Resource-Efficient Feature Extraction Framework for Image Processing in IoT Devices.

Chuntao Ding, Yidong Li, Zhichao Lu, Shangguang Wang, Song Guo

IEEE Trans. Mob. Comput., January, 2024

Energy-Efficient Federated Training on Mobile Device.

Qiyang Zhang, Zuo Zhu, Ao Zhou, Qibo Sun, Schahram Dustdar, Shangguang Wang

IEEE Netw., January, 2024

A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks.

Zhishu Shen, Jiong Jin, Cheng Tan, Atsushi Tagami, Shangguang Wang, Qing Li, Qiushi Zheng, Jingling Yuan

ACM Comput. Surv., January, 2024

Decentralized Cooperative Caching and Offloading for Virtual Reality Task Based on GAN-Powered Multi-Agent Reinforcement Learning.

Yang Yang, Lei Feng, Yao Sun, Yangyang Li, Fanqin Zhou, Wenjing Li, Shangguang Wang

IEEE Trans. Serv. Comput., 2024

Battery-Aware Energy Optimization for Satellite Edge Computing.

Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Yue Wang, Gang Huang, Xuanzhe Liu

IEEE Trans. Serv. Comput., 2024

FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression.

Alireza Furutanpey, Qiyang Zhang, Philipp Raith, Tobias Pfandzelter, Shangguang Wang, Schahram Dustdar

CoRR, 2024

Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai.

Zhichao Feng, Junjie Xie, Kaiyuan Li, Yu Qin, Pengfei Wang, Qianzhong Li, Bin Yin, Xiang Li, Wei Lin, Shangguang Wang

CoRR, 2024

Resource-efficient In-orbit Detection of Earth Objects.

Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang

CoRR, 2024

Lightweight Protection for Privacy in Offloaded Speech Understanding.

Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu

CoRR, 2024

A Survey of Resource-efficient LLM and Multimodal Foundation Models.

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

CoRR, 2024

Deciphering the Enigma of Satellite Computing with COTS Devices: Measurement and Analysis.

Ruolin Xing, Mengwei Xu, Ao Zhou, Qing Li, Yiran Zhang, Feng Qian, Shangguang Wang

CoRR, 2024

Contextual MAB Oriented Embedding Denoising for Sequential Recommendation.

Zhichao Feng, Pengfei Wang, Kaiyuan Li, Chenliang Li, Shangguang Wang

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission.

Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou

Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

2023

Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet.

Yanan Li, Guangqing Deng, Changming Bai, Jingyu Yang, Gang Wang, Hao Zhang, Jin Bai, Haitao Yuan, Mengwei Xu, Shangguang Wang

Proc. ACM Manag. Data, December, 2023

Online Service Request Duplicating for Vehicular Applications.

Qing Li, Xiao Ma, Ao Zhou, Changhee Joo, Shangguang Wang

IEEE Trans. Mob. Comput., July, 2023

Dependent task offloading mechanism for cloud-edge-device collaboration.

Junna Zhang, Jiawei Chen, Xiang Bao, Chunhong Liu, Peiyan Yuan, Xinglin Zhang, Shangguang Wang

J. Netw. Comput. Appl., July, 2023

User-Oriented Edge Node Grouping in Mobile Edge Computing.

Qing Li, Xiao Ma, Ao Zhou, Xiapu Luo, Fangchun Yang, Shangguang Wang

IEEE Trans. Mob. Comput., June, 2023

Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing.

Xiao Ma, Ao Zhou, Shan Zhang, Qing Li, Alex X. Liu, Shangguang Wang

IEEE Trans. Mob. Comput., April, 2023

Service Routing in Multi-Tier Edge Computing: A Matching Game Approach.

Shangguang Wang, Yan Guo, Xiao Liu, Ao Zhou

IEEE J. Sel. Areas Commun., March, 2023

TFormer: A Transmission-Friendly ViT Model for IoT Devices.

Zhichao Lu, Chuntao Ding, Felix Juefei-Xu, Vishnu Naresh Boddeti, Shangguang Wang, Yun Yang

IEEE Trans. Parallel Distributed Syst., February, 2023

Intelligent and Collaborative Orchestration of Network Slices.

Ying Wang, Naling Li, Peng Yu, Wenjing Li, Xuesong Qiu, Shangguang Wang, Mohamed Cheriet

IEEE Trans. Serv. Comput., 2023

Dependent Application Offloading in Edge Computing.

Junna Zhang, Guoxian Zhang, Xiang Bao, Chuntao Ding, Peiyan Yuan, Xinglin Zhang, Shangguang Wang

IEEE Trans. Cloud Comput., 2023

AoI-Aware Partial Computation Offloading in IIoT With Edge Computing: A Deep Reinforcement Learning Based Approach.

Kai Peng, Peiyun Xiao, Shangguang Wang, Victor C. M. Leung

IEEE Trans. Cloud Comput., 2023

Towards Diversified IoT Image Recognition Services in Mobile Edge Computing.

Chuntao Ding, Ao Zhou, Xiao Ma, Ning Zhang, Ching-Hsien Hsu, Shangguang Wang

IEEE Trans. Cloud Comput., 2023

Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination.

Haitao Yuan, Sai Wang, Zhifeng Bao, Shangguang Wang

Proc. VLDB Endow., 2023

Reinforcement learning-enabled efficient data gathering in underground wireless sensor networks.

Deng Zhao, Zhangbing Zhou, Shangguang Wang, Bo Liu, Walid Gaaloul

Pers. Ubiquitous Comput., 2023

AI-SPACE: A Cloud-Edge Aggregated Artificial Intelligent Architecture for Tiansuan Constellation-Assisted Space-Terrestrial Integrated Networks.

Xiaobin Xu, Qi Wang, Yanzhao Hou, Shangguang Wang

IEEE Netw., 2023

Task offloading in mmWave based 5G vehicular cloud computing.

Salman Raza, Manzoor Ahmed, Haseeb Ahmad, Muhammad Ayzed Mirza, Muhammad Asif Habib, Shangguang Wang

J. Ambient Intell. Humaniz. Comput., 2023

Satellite Computing: Vision and Challenges.

Shangguang Wang, Qing Li

IEEE Internet Things J., 2023

A fairness aware service recommendation method in service ecosystem.

Qiliang Zhu, Yaoling Fan, Shangguang Wang

Int. J. Web Grid Serv., 2023

A survey on the optimisation of age of information in wireless networks.

Hongyan Wang, Qibo Sun, Shangguang Wang

Int. J. Web Grid Serv., 2023

Service migration in mobile edge computing: A deep reinforcement learning approach.

Hongman Wang, Yingxue Li, Ao Zhou, Yan Guo, Shangguang Wang

Int. J. Commun. Syst., 2023

The First Verification Test of Space-Ground Collaborative Intelligence via Cloud-Native Satellites.

Shangguang Wang, Qiyang Zhang, Ruolin Xing, Fei Qi, Mengwei Xu

CoRR, 2023

Collaborative Inference in DNN-based Satellite Systems with Dynamic Task Streams.

Jinglong Guan, Qiyang Zhang, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Shangguang Wang

CoRR, 2023

Rethinking Mobile AI Ecosystem in the LLM Era.

Jinliang Yuan, Chen Yang, Dongqi Cai, Shihe Wang, Xin Yuan, Zeling Zhang, Xiang Li, Dingge Zhang, Hanzi Mei, Xianqing Jia, Shangguang Wang, Mengwei Xu

CoRR, 2023

EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models.

Rongjie Yi, Liwei Guo, Shiyun Wei, Ao Zhou, Shangguang Wang, Mengwei Xu

CoRR, 2023

Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices.

Mengwei Xu, Yaozong Wu, Dongqi Cai, Xiang Li, Shangguang Wang

CoRR, 2023

ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning.

Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu, Shangguang Wang

Proceedings of the ACM Web Conference 2023, 2023

Communicative MARL-based Relevance Discerning Network for Repetition-Aware Recommendation.

Kaiyuan Li, Pengfei Wang, Haitao Wang, Qiang Liu, Xingxing Wang, Dong Wang, Shangguang Wang

Proceedings of the ACM Web Conference 2023, 2023

SABM: Adaptive Backup Mechanism for Satellite Services.

Chuanxiu Chi, Yiran Zhang, Qibo Sun, Shangguang Wang

Proceedings of the 1st ACM MobiCom Workshop on Satellite Networking and Computing, 2023

Boosting DNN Cold Inference on Edge Devices.

Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Federated Few-Shot Learning for Mobile NLP.

Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Efficient Federated Learning for Modern NLP.

Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Understanding and Tackling Label Errors in Deep Learning-Based Vulnerability Detection (Experience Paper).

Xu Nie, Ningke Li, Kailong Wang, Shangguang Wang, Xiapu Luo, Haoyu Wang

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Evaluating and Enhancing the Robustness of Federated Learning System against Realistic Data Corruption.

Chen Yang, Yuanchun Li, Hao Lu, Jinliang Yuan, Qibo Sun, Shangguang Wang, Mengwei Xu

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Privacy as a Resource in Differentially Private Federated Learning.

Jinliang Yuan, Shangguang Wang, Shihe Wang, Yuanchun Li, Xiao Ma, Ao Zhou, Mengwei Xu

Proceedings of the IEEE INFOCOM 2023, 2023

Container Image Similarity-Aware Resource Provisioning for Serverless Edge Computing.

Ao Zhou, Sisi Li, Xiao Ma, Yiran Zhang, Shangguang Wang

Proceedings of the IEEE International Conference on Web Services, 2023

Task Offloading Based on Application Hit Ratio.

Junna Zhang, Xinxin Wang, Chuntao Ding, Xiaoyan Zhao, Shangguang Wang

Proceedings of the IEEE International Conference on Web Services, 2023

A Reliable Data Transmission Service for Tiansuan Constellation.

Xiaobin Xu, Qi Wang, Miaohe Niu, Juan Fang, Shangguang Wang

Proceedings of the IEEE International Conference on Web Services, 2023

Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services.

Zhichao Lu, Chuntao Ding, Shangguang Wang, Ran Cheng, Felix Juefei-Xu, Vishnu Naresh Boddeti

Proceedings of the IEEE International Conference on Web Services, 2023

Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors.

Daliang Xu, Qing Li, Mengwei Xu, Kang Huang, Gang Huang, Shangguang Wang, Xin Jin, Yun Ma, Xuanzhe Liu

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Optimizing Space-Borne Computation: A Reliability Enhancement Framework for LEO Constellation.

Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Evolution to 6G for Satellite NTN Integration: From Networking Perspective.

Lin Han, Lijun Dong, Alvaro Retana, Richard Li, Shangguang Wang, Tianji Jiang

Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Cooperative Content Caching and Distribution for Satellite CDNs.

Yuwen Chen, Xiao Ma, Ao Zhou, Shangguang Wang

Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Carbon Trading Based on Consortium Chain: Building, Modeling, and Analysis.

Chaoying Yan, Lijun Sun, Shangguang Wang, Shuaiyong Li

Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

Towards Practical Few-shot Federated NLP.

Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

Satellite Computing: A Case Study of Cloud-Native Satellites.

Chao Wang, Yiran Zhang, Qing Li, Ao Zhou, Shangguang Wang

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives.

Chuntao Ding, Zhichao Lu, Shangguang Wang, Ran Cheng, Vishnu Naresh Boddeti

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Tutorial: Data Denoising Metrics in Recommender Systems.

Pengfei Wang, Chenliang Li, Lixin Zou, Zhichao Feng, Kaiyuan Li, Xiaochen Li, Xialong Liu, Shangguang Wang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

FedAdapter: Efficient Federated Learning for Mobile NLP.

Dongqi Cai, Yaozong Wu, Shangguang Wang, Mengwei Xu

Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

Message from Shangguang Wang Chair of IEEE Computer Society (IEEE-CS) Technical Community on Services Computing (TCSVC).

Shangguang Wang

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing.

Ao Zhou, Xiao Ma, Siyi Gao, Shangguang Wang

ACM Trans. Internet Techn., November, 2022

Multiservice Reliability Evaluation Algorithm Considering Network Congestion and Regional Failure Based on Petri Net.

Lanlan Rui, Xushan Chen, Xiaomei Wang, Zhipeng Gao, Xuesong Qiu, Shangguang Wang

IEEE Trans. Serv. Comput., 2022

Guest Editor's Introduction: Special Section on EdgeAI as a Service.

Andrzej Goscinski, Elisa Bertino, Shangguang Wang

IEEE Trans. Serv. Comput., 2022

QoS Driven Task Offloading With Statistical Guarantee in Mobile Edge Computing.

Qing Li, Shangguang Wang, Ao Zhou, Xiao Ma, Fangchun Yang, Alex X. Liu

IEEE Trans. Mob. Comput., 2022

Resource-Aware Feature Extraction in Mobile Edge Computing.

Chuntao Ding, Ao Zhou, Xiulong Liu, Xiao Ma, Shangguang Wang

IEEE Trans. Mob. Comput., 2022

Guest Editorial Special Issue on Space-Air-Ground Integrated Networks for Intelligent Transportation Systems.

Ning Zhang, Tao Han, Mehrdad Dianati, Ning Lu, Shangguang Wang

IEEE Trans. Intell. Transp. Syst., 2022

A Cloud-Edge Collaboration Framework for Cognitive Service.

Chuntao Ding, Ao Zhou, Yunxin Liu, Rong N. Chang, Ching-Hsien Hsu, Shangguang Wang

IEEE Trans. Cloud Comput., 2022

Artificial Intelligence Powered Mobile Networks: From Cognition to Decision.

Guiyang Luo, Quan Yuan, Jinglin Li, Shangguang Wang, Fangchun Yang

IEEE Netw., 2022

Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network.

Chao Wang, Lei Liu, Chunxiao Jiang, Shangguang Wang, Peiying Zhang, Shigen Shen

IEEE J. Sel. Top. Signal Process., 2022

Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing.

Ao Zhou, Sisi Li, Xiao Ma, Shangguang Wang

IEEE J. Sel. Areas Commun., 2022

Buffer-Aware Virtual Reality Video Streaming With Personalized and Private Viewport Prediction.

Ran Zhang, Jiang Liu, Fangqi Liu, Tao Huang, Qinqin Tang, Shangguang Wang, F. Richard Yu

IEEE J. Sel. Areas Commun., 2022

Reinforcement learning for cost-effective IoT service caching at the edge.

Binbin Huang, Xiao Liu, Yuanyuan Xiang, Dongjin Yu, Shuiguang Deng, Shangguang Wang

J. Parallel Distributed Comput., 2022

Task Offloading and Resource Allocation for IoV Using 5G NR-V2X Communication.

Salman Raza, Shangguang Wang, Manzoor Ahmed, Muhammad Rizwan Anwar, Muhammad Ayzed Mirza, Wali Ullah Khan

IEEE Internet Things J., 2022

Reliability-Enhanced Task Offloading in Mobile Edge Computing Environments.

Jialei Liu, Ao Zhou, Chunhong Liu, Tongguang Zhang, Lianyong Qi, Shangguang Wang, Rajkumar Buyya

IEEE Internet Things J., 2022

Optimized Task Allocation for IoT Application in Mobile-Edge Computing.

Jialei Liu, Chunhong Liu, Bo Wang, Guowei Gao, Shangguang Wang

IEEE Internet Things J., 2022

Request Scheduling Combined With Load Balancing in Mobile-Edge Computing.

Haojiang Liu, Yuanzhe Li, Shangguang Wang

IEEE Internet Things J., 2022

Profit-Aware Edge Server Placement.

Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang

IEEE Internet Things J., 2022

Service Coverage for Satellite Edge Computing.

Qing Li, Shangguang Wang, Xiao Ma, Qibo Sun, Houpeng Wang, Suzhi Cao, Fangchun Yang

IEEE Internet Things J., 2022

Price-Aware Service Deployment in Hierarchical Mobile-Edge Computing.

Jie Huang, Ao Zhou, Shangguang Wang

IEEE Internet Things J., 2022

Edge/Cloud-Assisted Feature Extraction in IoT Devices.

Chuntao Ding, Yidong Li, Shangguang Wang

IEEE Internet Things J., 2022

5G-Enabled MEC: A Distributed Traffic Steering for Seamless Service Migration of Internet of Vehicles.

Muhammad Rizwan Anwar, Shangguang Wang, Muhammad Faisal Akram, Salman Raza, Shahid Mahmood

IEEE Internet Things J., 2022

Cost-aware edge server placement.

Qiyang Zhang, Shangguang Wang, Ao Zhou, Xiao Ma

Int. J. Web Grid Serv., 2022

Survey on tracking and registration technology for mobile augmented reality.

Mingzhe Yang, Shangguang Wang, Ning Zhang, Ao Zhou, Xiao Ma

Int. J. Web Grid Serv., 2022

SoC-Cluster as an Edge Server: an Application-driven Measurement Study.

Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Chen, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu

CoRR, 2022

Federated NLP in Few-shot Scenarios.

Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu

CoRR, 2022

AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts.

Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu

CoRR, 2022

From Earth to Space: A First Deployment of 5G Core Network on Satellite.

Ruolin Xing, Xiao Ma, Ao Zhou, Schahram Dustdar, Shangguang Wang

CoRR, 2022

Accelerating Vertical Federated Learning.

Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang

CoRR, 2022

Device-centric Federated Analytics At Ease.

Li Zhang, Junji Qiu, Shangguang Wang, Mengwei Xu

CoRR, 2022

Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading.

Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Guang Huang, Xin Jin, Xuanzhe Liu

CoRR, 2022

Understanding and Optimizing Deep Learning Cold-Start Latency on Edge Devices.

Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu

CoRR, 2022

AutoFedNLP: An efficient FedNLP framework.

Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu

CoRR, 2022

CE-Fed: Communication efficient multi-party computation enabled federated learning.

Renuga Kanagavelu, Qingsong Wei, Zengxiang Li, Haibin Zhang, Juniarto Samsudin, Yechao Yang, Rick Siow Mong Goh, Shangguang Wang

Array, 2022

A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices.

Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing.

Sisi Li, Ao Zhou, Xiao Ma, Mengwei Xu, Shangguang Wang

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Multi-Dimensional Resource Optimal Allocation Scheme for Tiansuan Constellation.

Chao Wang, Qing Li, Qibo Sun, Shangguang Wang

Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Towards Robust Intelligence in Space.

Xin Yuan, Ruolin Xing, Shangguang Wang, Mengwei Xu

Proceedings of the IEEE Smartworld, 2022

Demystifying "removed reviews" in iOS app store.

Liu Wang, Haoyu Wang, Xiapu Luo, Tao Zhang, Shangguang Wang, Xuanzhe Liu

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Congestion Detection and Link Control via Feedback in RDMA Transmission.

Tianshi Wang, Hongwei Kan, Qibo Sun, Shan Xiao, Shangguang Wang

Proceedings of the International Conference on Service Science, 2022

Mandheling: mixed-precision on-device DNN training with DSP offloading.

Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Gang Huang, Xin Jin, Xuanzhe Liu

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

Position Paper: Renovating Edge Servers with ARM SoCs.

Mengwei Xu, Li Zhang, Shangguang Wang

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Cooperative Computation Offloading in Multi-tier Satellite Terrestrial Network.

Zefei Xu, Hongman Wang, Chao Wang, Shangguang Wang

Proceedings of the Big Data Intelligence and Computing, 2022

Collaborative Mobile Edge Computing Through UPF Selection.

Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

2021

Towards Green Service Composition Approach in the Cloud.

Shangguang Wang, Ao Zhou, Ruo Bao, Wu Chou, Stephen S. Yau

IEEE Trans. Serv. Comput., 2021

Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities.

Xuanzhe Liu, Shangguang Wang, Yun Ma, Ying Zhang, Qiaozhu Mei, Yunxin Liu, Gang Huang

ACM Trans. Internet Techn., 2021

Availability- and Traffic-Aware Placement of Parallelized SFC in Data Center Networks.

Meng Wang, Bo Cheng, Shangguang Wang, Junliang Chen

IEEE Trans. Netw. Serv. Manag., 2021

Delay-Aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach.

Shangguang Wang, Yan Guo, Ning Zhang, Peng Yang, Ao Zhou, Xuemin Shen

IEEE Trans. Mob. Comput., 2021

A Cloud-Guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing.

Shangguang Wang, Chuntao Ding, Ning Zhang, Xiulong Liu, Ao Zhou, Jiannong Cao, Xuemin Shen

IEEE Trans. Mob. Comput., 2021

Cognitive Service Architecture for 6G Core Network.

Yuanzhe Li, Jie Huang, Qibo Sun, Tao Sun, Shangguang Wang

IEEE Trans. Ind. Informatics, 2021

Cost-Efficient Resource Provisioning for Dynamic Requests in Cloud Assisted Mobile Edge Computing.

Xiao Ma, Shangguang Wang, Shan Zhang, Peng Yang, Chuang Lin, Xuemin Shen

IEEE Trans. Cloud Comput., 2021

Guest Editorial: Special issue on blockchain and decentralized applications.

Zibin Zheng, Shangguang Wang, Rodrigo N. Calheiros

Softw. Pract. Exp., 2021

Reinforcement Learning for Security-Aware Workflow Application Scheduling in Mobile Edge Computing.

Binbin Huang, Yuanyuan Xiang, Dongjin Yu, Jiaojiao Wang, Zhongjin Li, Shangguang Wang

Secur. Commun. Networks, 2021

Resource management of GEO relays for real-time remote sensing.

Xiaobin Xu, Hui Zhao, Chang Liu, Qi Wang, Shangguang Wang

Peer-to-Peer Netw. Appl., 2021

Edge-Enabled Distributed Deep Learning for 5G Privacy Protection.

Qibo Sun, Jinliang Xu, Xiao Ma, Ao Zhou, Ching-Hsien Hsu, Shangguang Wang

IEEE Netw., 2021

Service Coordination in the Space-Air-Ground Integrated Network.

Yan Guo, Qing Li, Yuanzhe Li, Ning Zhang, Shangguang Wang

IEEE Netw., 2021

Enabling Technologies for Energy Cloud.

Thar Baker, Zehua Guo, Ali Ismail Awad, Shangguang Wang, Benjamin C. M. Fung

J. Parallel Distributed Comput., 2021

A Blockchain-Enabled Energy-Efficient Data Collection System for UAV-Assisted IoT.

Xiaobin Xu, Hui Zhao, Haipeng Yao, Shangguang Wang

IEEE Internet Things J., 2021

Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing.

Xiao Ma, Ao Zhou, Qibo Sun, Shangguang Wang

IEEE Internet Things J., 2021

Joint Placement of UPF and Edge Server for 6G Network.

Yuanzhe Li, Xiao Ma, Mengwei Xu, Ao Zhou, Qibo Sun, Ning Zhang, Shangguang Wang

IEEE Internet Things J., 2021

An overview of compute first networking.

Liang Tian, Mingzhe Yang, Shangguang Wang

Int. J. Web Grid Serv., 2021

Virtual vehicle based on incremental learning for navigation service.

Tao Lei, Lei Yang, Zhizhong Shi, Shangguang Wang

Int. J. Web Grid Serv., 2021

SPASC: Strategy-proof auction mechanism with cost and QoS incentive for service composition.

Yao Xia, Zhiqiu Huang, Yonglong Zhang, Min Yuan, Shangguang Wang, Yu Zhou

Concurr. Comput. Pract. Exp., 2021

Multi-agent reinforcement learning for cost-aware collaborative task execution in energy-harvesting D2D networks.

Binbin Huang, Xiao Liu, Shangguang Wang, Linxuan Pan, Victor Chang

Comput. Networks, 2021

Performance Analysis of Adaptive Bitrate Algorithms for Multi-user DASH Video Streaming.

Bo Wei, Hang Song, Shangguang Wang, Jiro Katto

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Towards Green Service Composition Approach in the Cloud.

Shangguang Wang, Ao Zhou, Ruo Bao, Chou Wu

Proceedings of the IEEE World Congress on Services, 2021

Towards Ubiquitous Learning: A First Measurement of On-Device Training Performance.

Dongqi Cai, Qipeng Wang, Yuanqiang Liu, Yunxin Liu, Shangguang Wang, Mengwei Xu

Proceedings of the EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on Embedded and Mobile Deep Learning, 2021

From cloud to edge: a first look at public edge platforms.

Mengwei Xu, Zhe Fu, Xiao Ma, Li Zhang, Yanan Li, Feng Qian, Shangguang Wang, Ke Li, Jingyu Yang, Xuanzhe Liu

Proceedings of the IMC '21: ACM Internet Measurement Conference, 2021

On the Aggregated Resource Management for Satellite Edge Computing.

Xiaobin Xu, Hui Zhao, Chang Liu, Cunqun Fan, Zhongjun Liang, Shangguang Wang

Proceedings of the ICC 2021, 2021

Joint UAV Location and Resource Allocation for Air-Ground Integrated Federated Learning.

Yuqian Jing, Yuben Qu, Chao Dong, Yun Shen, Zhenhua Wei, Shangguang Wang

Proceedings of the IEEE Global Communications Conference, 2021

Tiansuan Constellation: An Open Research Platform.

Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun

Proceedings of the IEEE International Conference on Edge Computing, 2021

Towards Sustainable Satellite Edge Computing.

Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang

Proceedings of the IEEE International Conference on Edge Computing, 2021

Task Offloading and Resource Allocation for Container-enabled Mobile Edge Computing.

Ao Zhou, Sisi Li, Shangguang Wang

Proceedings of the IEEE International Conference on Services Computing, 2021

Challenges and Opportunities in Space Service Computing.

Yan Guo, Shangguang Wang

Proceedings of the IEEE International Conference on Services Computing, 2021

2020

Deep Reinforcement Learning for Performance-Aware Adaptive Resource Allocation in Mobile Edge Computing.

Binbin Huang, Zhongjin Li, Yunqiu Xu, Linxuan Pan, Shangguang Wang, Haiyang Hu, Victor Chang

Wirel. Commun. Mob. Comput., 2020

Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud.

Ao Zhou, Shangguang Wang, Xiao Ma, Stephen S. Yau

IEEE Trans. Serv. Comput., 2020

Availability-Aware Virtual Cluster Allocation in Bandwidth-Constrained Datacenters.

Jialei Liu, Shangguang Wang, Ao Zhou, Rajkumar Buyya, Fangchun Yang

IEEE Trans. Serv. Comput., 2020

Joint Availability Enhancement and Traffic Optimization of Virtual Cluster Allocation in Cloud Datacenters.

Xuan Liu, Bo Cheng, Shangguang Wang, Junliang Chen

IEEE Trans. Netw. Serv. Manag., 2020

Availability-Aware and Energy-Efficient Virtual Cluster Allocation Based on Multi-Objective Optimization in Cloud Datacenters.

Xuan Liu, Bo Cheng, Shangguang Wang

IEEE Trans. Netw. Serv. Manag., 2020

Service Composition in Cyber-Physical-Social Systems.

Shangguang Wang, Ao Zhou, Mingzhe Yang, Lei Sun, Ching-Hsien Hsu, Fangchun Yang

IEEE Trans. Emerg. Top. Comput., 2020

Towards Network-Aware Service Composition in the Cloud.

Shangguang Wang, Ao Zhou, Fangchun Yang, Rong N. Chang

IEEE Trans. Cloud Comput., 2020

User allocation-aware edge cloud placement in mobile edge computing.

Yan Guo, Shangguang Wang, Ao Zhou, Jinliang Xu, Jie Yuan, Ching-Hsien Hsu

Softw. Pract. Exp., 2020

Convergence of Networking and Cloud/Edge Computing: Status, Challenges, and Opportunities.

Qiang Duan, Shangguang Wang, Nirwan Ansari

IEEE Netw., 2020

LMM: latency-aware micro-service mashup in mobile edge computing environment.

Ao Zhou, Shangguang Wang, Shaohua Wan, Lianyong Qi

Neural Comput. Appl., 2020

An efficient task offloading scheme in vehicular edge computing.

Salman Raza, Wei Liu, Manzoor Ahmed, Muhammad Rizwan Anwar, Muhammad Ayzed Mirza, Qibo Sun, Shangguang Wang

J. Cloud Comput., 2020

Path Selection for Seamless Service Migration in Vehicular Edge Computing.

Jinliang Xu, Xiao Ma, Ao Zhou, Qiang Duan, Shangguang Wang

IEEE Internet Things J., 2020

Dependency-Aware Task Scheduling in Vehicular Edge Computing.

Yujiong Liu, Shangguang Wang, Qinglin Zhao, Shiyu Du, Ao Zhou, Xiao Ma, Fangchun Yang

IEEE Internet Things J., 2020

Cultural distance for service composition in cyber-physical-social systems.

Shangguang Wang, Yan Guo, Yan Li, Ching-Hsien Hsu

Future Gener. Comput. Syst., 2020

Dimensionality reduction via preserving local information.

Shangguang Wang, Chuntao Ding, Ching-Hsien Hsu, Fangchun Yang

Future Gener. Comput. Syst., 2020

SLA-driven container consolidation with usage prediction for green cloud computing.

Jialei Liu, Shangguang Wang, Ao Zhou, Jinliang Xu, Fangchun Yang

Frontiers Comput. Sci., 2020

Hierarchical Federated Learning through LAN-WAN Orchestration.

Jinliang Yuan, Mengwei Xu, Xiao Ma, Ao Zhou, Xuanzhe Liu, Shangguang Wang

CoRR, 2020

Heterogeneity-Aware Federated Learning.

Chengxu Yang, Qipeng Wang, Mengwei Xu, Shangguang Wang, Kaigui Bian, Xuanzhe Liu

CoRR, 2020

FARM: A Fairness-Aware Recommendation Method for High Visibility and Low Visibility Mobile APPs.

Qiliang Zhu, Qibo Sun, Zengxiang Li, Shangguang Wang

IEEE Access, 2020

Air-Ground Integrated Mobile Edge Networks: A Survey.

Wen Zhang, Longzhuang Li, Ning Zhang, Tao Han, Shangguang Wang

IEEE Access, 2020

Service Orchestration for Integrating Edge Computing and 5G Network: State of the Art and Challenges.

Yan Guo, Qiang Duan, Shangguang Wang

Proceedings of the 2020 IEEE World Congress on Services, 2020

Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing.

Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Cognitive Service in Mobile Edge Computing.

Chuntao Ding, Ao Zhou, Xiao Ma, Shangguang Wang

Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning.

Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

Adaptive Edge Resource Allocation for Maximizing the Number of Tasks Completed on Time: A Deep Q-Learning Approach.

Shanshan Wu, Qibo Sun, Ao Zhou, Shangguang Wang, Tao Lei

Proceedings of the Blockchain and Trustworthy Systems - Second International Conference, 2020

2019

Corrigendum to "A Survey on Vehicular Edge Computing: Architecture, Applications, Technical Issues, and Future Directions".

Salman Raza, Shangguang Wang, Manzoor Ahmed, Muhammad Rizwan Anwar

Wirel. Commun. Mob. Comput., 2019

A Survey on Vehicular Edge Computing: Architecture, Applications, Technical Issues, and Future Directions.

Salman Raza, Shangguang Wang, Manzoor Ahmed, Muhammad Rizwan Anwar

Wirel. Commun. Mob. Comput., 2019

Security and Cost-Aware Computation Offloading via Deep Reinforcement Learning in Mobile Edge Computing.

Binbin Huang, Yangyang Li, Zhongjin Li, Linxuan Pan, Shangguang Wang, Yunqiu Xu, Haiyang Hu

Wirel. Commun. Mob. Comput., 2019

Multi-Dimensional QoS Prediction for Service Recommendations.

Shangguang Wang, You Ma, Bo Cheng, Fangchun Yang, Rong N. Chang

IEEE Trans. Serv. Comput., 2019

Efficient Range Queries for Large-Scale Sensor-Augmented RFID Systems.

Xiulong Liu, Xin Xie, Shangguang Wang, Jia Liu, Didi Yao, Jiannong Cao, Keqiu Li

IEEE/ACM Trans. Netw., 2019

Reward or Penalty: Aligning Incentives of Stakeholders in Crowdsourcing.

Jinliang Xu, Shangguang Wang, Ning Zhang, Fangchun Yang, Xuemin Shen

IEEE Trans. Mob. Comput., 2019

Appropriate points choosing for subspace learning over image classification.

Chuntao Ding, Shangguang Wang

J. Supercomput., 2019

A Blockchain-Enabled Trustless Crowd-Intelligence Ecosystem on Mobile Edge Computing.

Jinliang Xu, Shangguang Wang, Bharat K. Bhargava, Fangchun Yang

IEEE Trans. Ind. Informatics, 2019

Erratum to: Real-time, large-scale duplicate image detection method based on multi-feature fusion.

Ming Chen, Yuhua Li, Zhifeng Zhang, Ching-Hsien Hsu, Shangguang Wang

J. Real Time Image Process., 2019

Edge server placement in mobile edge computing.

Shangguang Wang, Yali Zhao, Jinliang Xu, Jie Yuan, Ching-Hsien Hsu

J. Parallel Distributed Comput., 2019

QoS prediction for service recommendations in mobile edge computing.

Shangguang Wang, Yali Zhao, Lin Huang, Jinliang Xu, Ching-Hsien Hsu

J. Parallel Distributed Comput., 2019

Security modeling and efficient computation offloading for service workflow in mobile edge computing.

Binbin Huang, Zhongjin Li, Peng Tang, Shangguang Wang, Jun Zhao, Haiyang Hu, Wanqing Li, Victor I. Chang

Future Gener. Comput. Syst., 2019

ECDU: an edge content delivery and update framework in Mobile edge computing.

Chuntao Ding, Ao Zhou, Jie Huang, Ying Liu, Shangguang Wang

EURASIP J. Wirel. Commun. Netw., 2019

Aggregated multi-attribute query processing in edge computing for industrial IoT applications.

Xiaocui Li, Zhangbing Zhou, Junqi Guo, Shangguang Wang, Junsheng Zhang

Comput. Networks, 2019

Virtual machine placement with (m, n)-fault tolerance in cloud data center.

Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Myung Ho Kim, Kok-Seng Wong

Clust. Comput., 2019

Evaluation of Throughput Prediction for Adaptive Bitrate Control Using Trace-Based Emulation.

Bo Wei, Hang Song, Shangguang Wang, Kenji Kanai, Jiro Katto

IEEE Access, 2019

Network Cloudification Enabling Network - Cloud/Fog Service Unification: State of the Art and Challenges.

Qiang Duan, Shangguang Wang

Proceedings of the 2019 IEEE World Congress on Services, 2019

Task Planning with Manual Intervention Using Improved JSHOP2 Planner.

Liancheng Tao, Qibo Sun, Jinglin Li, Ao Zhou, Shangguang Wang

Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019

Multi-task Planning with the Consideration of Task Priority.

Renkang Ke, Qibo Sun, Jinglin Li, Ao Zhou, Shangguang Wang

Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019

2018

Overview on Fault Tolerance Strategies of Composite Service in Service Computing.

Junna Zhang, Ao Zhou, Qibo Sun, Shangguang Wang, Fangchun Yang

Wirel. Commun. Mob. Comput., 2018

Service Migration in Mobile Edge Computing.

Shangguang Wang, Wu Chou, Kok-Seng Wong, Ao Zhou, Victor C. M. Leung

Wirel. Commun. Mob. Comput., 2018

Intrusion Detection System Based on Decision Tree over Big Data in Fog Environment.

Kai Peng, Victor C. M. Leung, Lixin Zheng, Shangguang Wang, Chao Huang, Tao Lin

Wirel. Commun. Mob. Comput., 2018

Mobile Edge Computing.

Ching-Hsien Hsu, Shangguang Wang, Yan Zhang, Anna Kobusinska

Wirel. Commun. Mob. Comput., 2018

Fog Computing: An Overview of Big IoT Data Analytics.

Muhammad Rizwan Anawar, Shangguang Wang, Muhammad Azam Zia, Ahmer Khan Jadoon, Umair Akram, Salman Raza

Wirel. Commun. Mob. Comput., 2018

Using Proactive Fault-Tolerance Approach to Enhance Cloud Service Reliability.

Jialei Liu, Shangguang Wang, Ao Zhou, Sathish A. P. Kumar, Fangchun Yang, Rajkumar Buyya

IEEE Trans. Cloud Comput., 2018

HPC Software and Programming Environments for Big Data Applications.

Youngjae Kim, Sungyong Park, Feiyi Wang, Guangyu Sun, Shangguang Wang

Sci. Program., 2018

Hierarchical Discriminant Analysis.

Di Lu, Chuntao Ding, Jinliang Xu, Shangguang Wang

Sensors, 2018

A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance.

Sathish A. P. Kumar, R. Madhumathi, Pethuru Raj Chelliah, Lei Tao, Shangguang Wang

J. Reliab. Intell. Environ., 2018

Correction to: Reliable and efficient big service selection.

Lin Huang, Qinglin Zhao, Yan Li, Shangguang Wang, Lei Sun, Wu Chou

Inf. Syst. Frontiers, 2018

ECD: An Edge Content Delivery and Update Framework in Mobile Edge Computing.

Shangguang Wang, Chuntao Ding, Ning Zhang, Nan Cheng, Jie Huang, Ying Liu

CoRR, 2018

Support for spot virtual machine purchasing simulation.

Ao Zhou, Shangguang Wang, Qibo Sun, Jinglin Li, Qinglin Zhao, Fangchun Yang

Clust. Comput., 2018

Towards Bandwidth Guaranteed Virtual Cluster Reallocation in the Cloud.

Jialei Liu, Shangguang Wang, Ao Zhou, Xiang Xu, Sathish A. P. Kumar, Fangchun Yang

Comput. J., 2018

Context-Aware Group Recommendation for Point-of-Interests.

Qiliang Zhu, Shangguang Wang, Bo Cheng, Qibo Sun, Fangchun Yang, Rong N. Chang

IEEE Access, 2018

Survey on QoE Assessment Approach for Network Service.

Mingzhe Yang, Shangguang Wang, Rodrigo N. Calheiros, Fangchun Yang

IEEE Access, 2018

Virtual Vehicle Coordination for Vehicles as Ambient Sensing Platforms.

Shangguang Wang, Qinglin Zhao, Ning Zhang, Tao Lei, Fangchun Yang

IEEE Access, 2018

A Survey on Service Migration in Mobile Edge Computing.

Shangguang Wang, Jinliang Xu, Ning Zhang, Yujiong Liu

IEEE Access, 2018

Improving the Performance of Stock Trend Prediction by Applying GA to Feature Selection.

Tian Xia, Qibo Sun, Ao Zhou, Shangguang Wang, Shilong Xiong, Siyi Gao, Jinglin Li, Quan Yuan

Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018

QoS-Aware Service Composition Using HTN Planner.

Yue Song, Qibo Sun, Ao Zhou, Shangguang Wang, Jinglin Li

Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018

An Acceleration Method for Similar Time-Series Finding.

Yuan Yuan, Qibo Sun, Ao Zhou, Siyi Gao, Shangguang Wang

Proceedings of the Internet of Vehicles. Technologies and Services Towards Smart City, 2018

Adaptive Multiple Task Assignments for UAVs Using Discrete Particle Swarm Optimization.

Kun Chen, Qibo Sun, Ao Zhou, Shangguang Wang

Proceedings of the Internet of Vehicles. Technologies and Services Towards Smart City, 2018

FMSR: A Fairness-Aware Mobile Service Recommendation Method.

Qiliang Zhu, Ao Zhou, Qibo Sun, Shangguang Wang, Fangchun Yang

Proceedings of the 2018 IEEE International Conference on Web Services, 2018

QCSS: A QoE-Aware Control Plane for Adaptive Streaming Service over Mobile Edge Computing Infrastructures.

Lingyan Zhang, Shangguang Wang, Rong N. Chang

Proceedings of the 2018 IEEE International Conference on Web Services, 2018

A Virtual Machine Placement Policy via Biogeography-based Optimization in the Cloud.

Jialei Liu, Shangguang Wang, Ao Zhou, Fangchun Yang

Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

A Computation Offloading Algorithm Based on Game Theory for Vehicular Edge Networks.

Yujiong Liu, Shangguang Wang, Jie Huang, Fangchun Yang

Proceedings of the 2018 IEEE International Conference on Communications, 2018

TRUST: A TCP Throughput Prediction Method in Mobile Networks.

Bo Wei, Wataru Kawakami, Kenji Kanai, Jiro Katto, Shangguang Wang

Proceedings of the IEEE Global Communications Conference, 2018

An Energy-Aware Edge Server Placement Algorithm in Mobile Edge Computing.

Yuanzhe Li, Shangguang Wang

Proceedings of the 2018 IEEE International Conference on Edge Computing, 2018

The Performance Evaluation of Virtual Machine Placement Algorithm Based on WebCloudSim.

Songtai Dai, Ao Zhou, Shangguang Wang

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

A cooperative route choice approach via virtual vehicle in IoV.

Tao Lei, Shangguang Wang, Jinglin Li, Fangchun Yang

Veh. Commun., 2017

Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization.

Ao Zhou, Shangguang Wang, Bo Cheng, Zibin Zheng, Fangchun Yang, Rong N. Chang, Michael R. Lyu, Rajkumar Buyya

IEEE Trans. Serv. Comput., 2017

Logistic Support Architecture with Petri Net Design in Cloud Environment for Services and Profit Optimization.

Fuu-Cheng Jiang, Ching-Hsien Hsu, Shangguang Wang

IEEE Trans. Serv. Comput., 2017

Cognitively Adjusting Imprecise User Preferences for Service Selection.

Lingyan Zhang, Shangguang Wang, Raymond K. Wong, Fangchun Yang, Rong N. Chang

IEEE Trans. Netw. Serv. Manag., 2017

Lightweight Mashup Middleware for Coal Mine Safety Monitoring and Control Automation.

Bo Cheng, Shuai Zhao, Shangguang Wang, Junliang Chen

IEEE Trans Autom. Sci. Eng., 2017

Guest Editorial Special Issue on Hybrid Intelligence for Internet of Vehicles.

Ching-Hsien Hsu, Shangguang Wang, Yu Yuan

IEEE Syst. J., 2017

Real-time, large-scale duplicate image detection method based on multi-feature fusion.

Ming Chen, Yuhua Li, Zhifeng Zhang, Ching-Hsien Hsu, Shangguang Wang

J. Real Time Image Process., 2017

Architecture and key technologies for Internet of Vehicles: a survey.

Fangchun Yang, Jinglin Li, Tao Lei, Shangguang Wang

J. Commun. Inf. Networks, 2017

Reliable and efficient big service selection.

Ling Huang, Qinglin Zhao, Yan Li, Shangguang Wang, Lei Sun, Wu Chou

Inf. Syst. Frontiers, 2017

Skyline service selection approach based on QoS prediction.

Yan Guo, Shangguang Wang, Kok-Seng Wong, Myung Ho Kim

Int. J. Web Grid Serv., 2017

Efficient and reliable service selection for heterogeneous distributed software systems.

Shangguang Wang, Lin Huang, Lei Sun, Ching-Hsien Hsu, Fangchun Yang

Future Gener. Comput. Syst., 2017

Network failure-aware redundant virtual machine placement in a cloud data center.

Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Myung Ho Kim, Kok-Seng Wong

Concurr. Comput. Pract. Exp., 2017

QoECenter: A Visual Platform for QoE Evaluation of Streaming Video Services.

Lingyan Zhang, Shangguang Wang, Fangchun Yang, Rong N. Chang

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

CMIP: Data Transmission Latency Optimization for Cooperative Group in Multi-cloud by Adaptive Routing.

Jie Wei, Shangguang Wang, Ao Zhou, Fangchun Yang

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

MVR: An Architecture for Computation Offloading in Mobile Edge Computing.

Xiaojuan Wei, Shangguang Wang, Ao Zhou, Jinliang Xu, Sen Su, Sathish A. P. Kumar, Fangchun Yang

Proceedings of the IEEE International Conference on Edge Computing, 2017

2016

A Highly Accurate Prediction Algorithm for Unknown Web Service QoS Values.

You Ma, Shangguang Wang, Patrick C. K. Hung, Ching-Hsien Hsu, Qibo Sun, Fangchun Yang

IEEE Trans. Serv. Comput., 2016

Enhanced User Context-Aware Reputation Measurement of Multimedia Service.

Shangguang Wang, Ao Zhou, Wei Lei, Zhiwen Yu, Ching-Hsien Hsu, Fangchun Yang

ACM Trans. Multim. Comput. Commun. Appl., 2016

Optimal mobile device selection for mobile cloud service providing.

Ao Zhou, Shangguang Wang, Jinglin Li, Qibo Sun, Fangchun Yang

J. Supercomput., 2016

Detecting and preventing selfish behaviour in mobile ad hoc network.

Tao Lei, Shangguang Wang, Jinlin Li, Ilsun You, Fangchun Yang

J. Supercomput., 2016

Provision of Data-Intensive Services Through Energy- and QoS-Aware Virtual Machine Placement in National Cloud Data Centers.

Shangguang Wang, Ao Zhou, Ching-Hsien Hsu, Xuanyu Xiao, Fangchun Yang

IEEE Trans. Emerg. Top. Comput., 2016

On Cloud Service Reliability Enhancement with Optimal Resource Usage.

Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, Michael R. Lyu, Fangchun Yang

IEEE Trans. Cloud Comput., 2016

A Vertical Handoff Method via Self-Selection Decision Tree for Internet of Vehicles.

Shangguang Wang, Cunqun Fan, Ching-Hsien Hsu, Qibo Sun, Fangchun Yang

IEEE Syst. J., 2016

Efficient identity authentication and encryption technique for high throughput RFID system.

Ching-Hsien Hsu, Shangguang Wang, Daqiang Zhang, Hai-Cheng Chu, Ning Lu

Secur. Commun. Networks, 2016

AOM: adaptive mobile data traffic offloading for M2M networks.

Tao Lei, Shangguang Wang, Jinglin Li, Fangchun Yang

Pers. Ubiquitous Comput., 2016

QoS prediction for Web service in Mobile Internet environment.

Qibo Sun, Lubao Wang, Shangguang Wang, You Ma, Ching-Hsien Hsu

New Rev. Hypermedia Multim., 2016

Task rescheduling optimization to minimize network resource consumption.

Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Qibo Sun, Fangchun Yang

Multim. Tools Appl., 2016

Anomaly Detection for Internet of Vehicles: A Trust Management Scheme with Affinity Propagation.

Shu Yang, Zhihan Liu, Jinglin Li, Shangguang Wang, Fangchun Yang

Mob. Inf. Syst., 2016

Collaboration reputation for trustworthy Web service selection in social networks.

Shangguang Wang, Lin Huang, Ching-Hsien Hsu, Fangchun Yang

J. Comput. Syst. Sci., 2016

Offloading mobile data traffic for QoS-aware service provision in vehicular cyber-physical systems.

Shangguang Wang, Tao Lei, Lingyan Zhang, Ching-Hsien Hsu, Fangchun Yang

Future Gener. Comput. Syst., 2016

Joint Parameter Selection for Massive MIMO: An Energy-Efficient Perspective.

Wenjun Xu, Shengyu Li, Shangguang Wang, Zhiyong Feng, Jiaru Lin, Athanasios V. Vasilakos

IEEE Access, 2016

Tradeoff between executing time and revenue for runtime service composition.

Junna Zhang, Shangguang Wang, Qibo Sun, Fangchun Yang

Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

A Cooperative Route Choice Approach via Virtual Vehicle in Internet of Vehicles.

Tao Lei, Shangguang Wang, Jinglin Li, Fangchun Yang

Proceedings of the Internet of Vehicles - Technologies and Services, 2016

Poster Abstract: API QoS Prediction for Apps in Cellular Networks.

Yali Zhao, Shangguang Wang, Lubao Wang

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

Poster Abstract: Access Point Ranking for Cloudlet Placement in Edge Computing Environment.

Guoyu Yang, Qibo Sun, Ao Zhou, Shangguang Wang, Jinglin Li

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

Poster Abstract: A Multi-user Computation Offloading Algorithm Based on Game Theory in Mobile Cloud Computing.

Yujiong Liu, Shangguang Wang, Fangchun Yang

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

The Service Recommendation Problem: An Overview of Traditional and Recent Approaches.

Yali Zhao, Shangguang Wang

Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

Machine Status Prediction for Dynamic and Heterogenous Cloud Environment.

Jinliang Xu, Ao Zhou, Shangguang Wang, Qibo Sun, Jinglin Li, Fangchun Yang

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Skyline Service Selection Based on QoS Prediction.

Yan Guo, Shangguang Wang

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Learning Transportation Annotated Mobility Profiles from GPS Data for Context-Aware Mobile Services.

Xiaolu Zhu, Jinglin Li, Zhihan Liu, Shangguang Wang, Fangchun Yang

Proceedings of the IEEE International Conference on Services Computing, 2016

Towards Video Quality of Experience and Selective Attention: A Subtitle-Based Measurement Study.

Lingyan Zhang, Qibo Sun, Shangguang Wang, Sen Su, Fangchun Yang

Proceedings of the IEEE International Conference on Services Computing, 2016

Latent Interest and Topic Mining on User-Item Bipartite Networks.

Jinliang Xu, Shangguang Wang, Sen Su, Sathish A. P. Kumar, Chou Wu

Proceedings of the IEEE International Conference on Services Computing, 2016

Personalized Service Recommendation for Collaborative Tagging Systems with Social Relations and Temporal Influences.

Zigui Jiang, Ao Zhou, Shangguang Wang, Qibo Sun, Rongheng Lin, Fangchun Yang

Proceedings of the IEEE International Conference on Services Computing, 2016

2015

Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems.

Shangguang Wang, Zibin Zheng, Zhengping Wu, Michael R. Lyu, Fangchun Yang

IEEE Trans. Serv. Comput., 2015

Using reputation measurement to defend mobile social networks against malicious feedback ratings.

Lin Huang, Shangguang Wang, Ching-Hsien Hsu, Juanjuan Zhang, Fangchun Yang

J. Supercomput., 2015

Adaptive Video Transmission Control System Based on Reinforcement Learning Approach Over Heterogeneous Networks.

Bo Cheng, Jialin Yang, Shangguang Wang, Junliang Chen

IEEE Trans Autom. Sci. Eng., 2015

Efficient Service Selection in Mobile Information Systems.

Shangguang Wang, Lei Sun, Qibo Sun, Xuyan Li, Fangchun Yang

Mob. Inf. Syst., 2015

Modeling and simulation for intelligent mobility.

Ching-Hsien Hsu, Shangguang Wang

J. Comput. Sci., 2015

FTCloudSim: support for cloud service reliability enhancement simulation.

Ao Zhou, Shangguang Wang, Chenchen Yang, Lei Sun, Qibo Sun, Fangchun Yang

Int. J. Web Grid Serv., 2015

Reputation measurement of cloud services based on unstable feedback ratings.

Shangguang Wang, Lei Sun, Qibo Sun, Jie Wei, Fangchun Yang

Int. J. Web Grid Serv., 2015

Sensor Communications towards Intelligent Vehicle Networking.

Ching-Hsien Hsu, Shangguang Wang, Victor C. M. Leung, Nik Bessis

Int. J. Distributed Sens. Networks, 2015

PFT-CCKP: A proactive fault tolerance mechanism for data center network.

Jialei Liu, Shangguang Wang, Ao Zhou, Fangchun Yang

Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

An online cloud data center simulation system.

Jinglin Li, Chenchen Yang, Ao Zhou, Shangguang Wang

Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

Managing Trust for Intelligence Vehicles: A Cluster Consensus Approach.

Shu Yang, Jinglin Li, Zhihan Liu, Shangguang Wang

Proceedings of the Internet of Vehicles - Safe and Intelligent Mobility, 2015

An Adaptive Data Traffic Offloading Model for Cellular Machine-to-Machine Networks.

Tao Lei, Shangguang Wang, Fangchun Yang

Proceedings of the Internet of Vehicles - Safe and Intelligent Mobility, 2015

Re-Ranking Voting-Based Answers by Discarding User Behavior Biases.

Xiaochi Wei, Heyan Huang, Chin-Yew Lin, Xin Xin, Xianling Mao, Shangguang Wang

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Predicting QoS Values via Multi-dimensional QoS Data for Web Service Recommendations.

You Ma, Shangguang Wang, Fangchun Yang, Rong N. Chang

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Minimizing Data Transmission Latency by Bipartite Graph in MapReduce.

Jie Wei, Shangguang Wang, Lingyan Zhang, Ao Zhou, Qibo Sun, Ruisheng Shi, Fangchun Yang

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2014

Context-aware mobile service adaptation via a Co-evolution eXtended Classifier System in mobile network environments.

Shangguang Wang, Zibin Zheng, Zhengping Wu, Qibo Sun, Hua Zou, Fangchun Yang

Mob. Inf. Syst., 2014

Towards an accurate evaluation of quality of cloud service in service-oriented cloud computing.

Shangguang Wang, Zhipiao Liu, Qibo Sun, Hua Zou, Fangchun Yang

J. Intell. Manuf., 2014

Multi-user web service selection based on multi-QoS prediction.

Shangguang Wang, Ching-Hsien Hsu, Zhongjun Liang, Qibo Sun, Fangchun Yang

Inf. Syst. Frontiers, 2014

Efficient QoS management for QoS-aware web service composition.

Shangguang Wang, XiLu Zhu, Fangchun Yang

Int. J. Web Grid Serv., 2014

Cost-Aware Cloud Service Request Scheduling for SaaS Providers.

Zhipiao Liu, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang

Comput. J., 2014

QoS Uncertainty Filtering for Fast and Reliable Web Service Selection.

Lei Sun, Shangguang Wang, Jinglin Li, Qibo Sun, Fangchun Yang

Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Web Service QoS Prediction Approach in Mobile Internet Environments.

Lubao Wang, Qibo Sun, Shangguang Wang, You Ma, Jinliang Xu, Jinglin Li

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Discovering Regional Taxicab Demand Based on Distribution Modeling from Trajectory Data.

Qi Zhou, Junming Zhang, Jinglin Li, Shangguang Wang

Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

Context-Based Web Service Reputation Measurement.

Wei Li, Qibo Sun, Shangguang Wang

Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

On Retrieving Moving Objects Gathering Patterns from Trajectory Data via Spatio-temporal Graph.

Junming Zhang, Jinglin Li, Shangguang Wang, Zhihan Liu, Quan Yuan, Fangchun Yang

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

A Neural Network Based Schema Matching Method for Web Service Matching.

Junming Zhang, Jinglin Li, Shangguang Wang, Jiali Bian

Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013

Low-Cost Web Service Discovery Based on Distributed Decision Tree in P2P Environments.

Shangguang Wang, XiLu Zhu, Qibo Sun, Hua Zou, Fangchun Yang

Wirel. Pers. Commun., 2013

Particle Swarm Optimization with Skyline Operator for Fast Cloud-based Web Service Composition.

Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang

Mob. Networks Appl., 2013

Service vulnerability scanning based on service-oriented architecture in Web service environments.

Shangguang Wang, Yan Gong, Guangxiao Chen, Qibo Sun, Fangchun Yang

J. Syst. Archit., 2013

A-GR: A novel geographical routing protocol for AANETs.

Shangguang Wang, Cunqun Fan, Cao Deng, Wenzhe Gu, Qibo Sun, Fangchun Yang

J. Syst. Archit., 2013

A Hadoop-based approach for efficient web service management.

Shangguang Wang, Wei Su, XiLu Zhu, Hongke Zhang

Int. J. Web Grid Serv., 2013

FTCloudSim: a simulation tool for cloud service reliability enhancement mechanisms.

Ao Zhou, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang

Proceedings of the Proceedings Demo & Poster Track of ACM/IFIP/USENIX International Middleware Conference, 2013

Predicting unknown QoS value with QoS-Prophet.

You Ma, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang

Proceedings of the Proceedings Demo & Poster Track of ACM/IFIP/USENIX International Middleware Conference, 2013

Dynamic Virtual Resource Renting Method for Maximizing the Profits of a Cloud Service Provider in a Dynamic Pricing Model.

Ao Zhou, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Particle Swarm Optimization for Energy-Aware Virtual Machine Placement Optimization in Virtualized Data Centers.

Shangguang Wang, Zhipiao Liu, Zibin Zheng, Qibo Sun, Fangchun Yang

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Web Services QoS Measure Based on Subjective and Objective Weight.

You Ma, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang

Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

A Dynamic Virtual Resource Renting Method for Maximizing the Profit of Cloud Service Provider under SLA Constraint.

Ao Zhou, Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang

Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012

Bayesian Approach with Maximum Entropy Principle for trusted quality of Web service metric in e-commerce applications.

Shangguang Wang, Hua Zou, Qibo Sun, Fangchun Yang

Secur. Commun. Networks, 2012

Detecting SYN flooding attacks based on traffic prediction.

Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang

Secur. Commun. Networks, 2012

Quality of service measure approach of web service for service selection.

Shangguang Wang, Qibo Sun, Fangchun Yang

IET Softw., 2012

A geographic mobility prediction routing protocol for Ad Hoc UAV Network.

Lin Lin, Qibo Sun, Shangguang Wang, Fangchun Yang

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

Context-Aware Service Adaptation via Learning Classifier System with Co-evolutionary Mechanism.

Shangguang Wang, Zibin Zheng, Guoqiang Li, Hua Zou, Fangchun Yang

Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011

Reliable web service selection via QoS uncertainty computing.

Shangguang Wang, Zibin Zheng, Qibo Sun, Hua Zou, Fangchun Yang

Int. J. Web Grid Serv., 2011

QSSA: A QoS-aware Service Selection Approach.

Qibo Sun, Shangguang Wang, Hua Zou, Fangchun Yang

Int. J. Web Grid Serv., 2011

Reputation measure approach of web service for service selection.

Shangguang Wang, Qibo Sun, Hua Zou, Fangchun Yang

IET Softw., 2011

Reputation-Driven Web Service Selection Based on Collaboration Network.

XiLu Zhu, Bai Wang, Shangguang Wang

Proceedings of the IEEE International Conference on Web Services, 2011

Web Service Selection in Trustworthy Collaboration Network.

Shangguang Wang, XiLu Zhu, Hongke Zhang

Proceedings of the IEEE 8th International Conference on e-Business Engineering, 2011

Evaluating Feedback Ratings for Measuring Reputation of Web Services.

Shangguang Wang, Zibin Zheng, Qibo Sun, Hua Zou, Fangchun Yang

Proceedings of the IEEE International Conference on Services Computing, 2011

2010

Towards Web Service selection based on QoS estimation.

Shangguang Wang, Qibo Sun, Fangchun Yang

Int. J. Web Grid Serv., 2010

A Measure Approach for Trustworthy QoS of Web Service.

Qibo Sun, Shangguang Wang, Fangchun Yang

Proceedings of the International Conference on Service Sciences, 2010

Multi-factor Evaluation Approach for Quality of Web Service.

Qibo Sun, Shangguang Wang, Fangchun Yang

Proceedings of the Information Computing and Applications - First International Conference, 2010

Quick service selection approach based on particle swarm optimization.

Qibo Sun, Shangguang Wang, Fangchun Yang

Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010