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Conference Paper

Published in , 1900

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, Proc. ACM MobiCom 2024.
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, Proc. ACM MobiCom 2024.
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, Proc. ACM WWW 2024.
Zhichao Feng, Junjiie Xie, Kaiyuan Li, Yu Qin, Pengfeng Wang, Qianzhong Li, Bin Yin, Xiang Li, Wei Lin and Shangguang Wang, Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai, Proc. ACM WWW 2024.
Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang, Resource-efficient In-orbit Detection of Earth Objects. Proc. IEEE INFOCOM 2024.
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 SIGMOD 2024.
Jinliang Yuan, Shangguang Wang, Shihe Wang, Yuanchun Li, Xiao Ma, Ao Zhou and Mengwei Xu, Privacy as a Resource in Differentially Private Federated Learning, Proc. IEEE INFOCOM 2023.
Dongqi Cai, Shangguang Wang, Yaozong Wu, Felix Xiaozhu Lin, Mengwei Xu, Federated Few-shot Learning for Mobile NLP. Proc. ACM MobiCom 2023.
Sai Wang, Haitao Yuan, Zhifeng Bao, Shangguang Wang, Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination. Proc. VLDB 2023.
Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu and Shangguang Wang, ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning, Proc. ACM WWW 2023.
Kaiyuan Li, Pengfei Wang, Haitao Wang, Qiang Liu, Xingxing Wang, Dong Wang and Shangguang Wang, Communicative MARL-based Relevance Discerning Network for Repetition-Aware Recommendation, Proc. ACM WWW 2023.
Dongqi Cai, Yaozong Wu, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu. Resource-Efficient Federated Learning for Modern NLP. Proc. ACM MobiCom 2023.
Yuanzhe Li, Ao Zhou, Xiao Ma, and Shangguang Wang, Collaborative Mobile Edge Computing through UPF Selection, Proc. EAI CollaborateCom 2022, Best Paper
Liu Wang, Haoyu Wang, Xiapu Luo, Tao Zhang, Shangguang Wang, Xuanzhe Liu, Demystifying, Removed Reviews in iOS App Store, Proc. FSE 2022, Industry Track.
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, Proc. ACM MobiCom 2022.
Sisi Li, Ao Zhou, Xiao Ma, Mengwei Xu, Shangguang Wang, Commutativity-Guaranteed Docker Image Reconstruction towards Effective Layer Sharing, Proc. ACM WWW 2022.
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，Proc. ACM WWW 2022.
Dongqi Cai, Qipeng Wang, Yuanqiang Liu, Yunxin Liu, Shangguang Wang, Mengwei Xu, Towards ubiquitous learning: A first measurement of on-device training performance, Proceedings of the 5th International Workshop on Embedded and Mobile Deep Learning, 2021, https://dl.acm.org/doi/abs/10.1145/3469116.3470009.
Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun, Tiansuan Constellation: An Open Research Platform, Proc. IEEE EDGE 2021, Invited Paper. [PDF]
Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang, Towards Sustainable Satellite Edge Computing, Proc. IEEE EDGE 2021, Best Paper. [PDF]
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, Proc. ACM IMC 2021.[PDF] [Dataset]
Y. Guo, S. Wang, Challenges and Opportunities in Space Service Computing, Proc. SCC 2021.[PDF]
A. Zhou, S. Li, S. Wang, Task Offloading and Resource Allocation for Container Enabled Mobile Edge Computing, Proc. IEEE SCC 2021, Best Paper. [PDF]
Xiaobin Xu, Hui Zhao, Chang Liu, Cunqun Fan, Zhongjun liang, Shangguang Wang, On the Aggregated Resource Management for Satellite Edge Computing, Proc. IEEE ICC 2021. [PDF]
Bo Wei, Hang Song, Shangguang Wang, Jiro Katto, Performance Analysis of Adaptive Bitrate Algorithms for Multi-user DASH Video Streaming, Proc. IEEE WCNC 2021.
Chuntao Ding, Ao Zhou, Xiao Ma, Shangguang Wang, Cognitive Service in Mobile Edge Computing, Proc. IEEE ICWS 2020.[PDF]
Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul and Shangguang Wang. Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning, Proc. ACM/IEEE CCGrid 2020.
Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang, Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing, Proc.IEEE INFOCOM 2020.[PDF]
Songtai Dai, Ao Zhou, Shangguang Wang, The Performance Evaluation of Virtual Machine Placement Algorithm Based on WebCloudSim. Proc. IEEE CLOUD 2018: 950-953
Yuanzhe Li, Shangguang Wang, An Energy-Aware Edge Server Placement Algorithm in Mobile Edge Computing. Proc. IEEE EDGE 2018: 66-73[Sourcecode]
Bo Wei, Wataru Kawakami, Kenji Kanai, Jiro Katto, Shangguang Wang, TRUST: A TCP Throughput Prediction Method in Mobile Networks. Proc. IEEE GLOBECOM 2018: 1-6
Yujiong Liu, Shangguang Wang, Jie Huang, Fangchun Yang, A Computation Offloading Algorithm Based on Game Theory for Vehicular Edge Networks. Proc. IEEE ICC 2018: 1-6
Lingyan Zhang, Shangguang Wang, Rong N.Chang. QCSS: A QoE-aware Control Plane for Adaptive Streaming Service over Mobile Edge Computing Infrastructures, In Proceedings of the IEEE International Conference on Web Services (ICWS 2018), 2018, pp. 139-146.
Qiliang Zhu, Ao Zhou, Qibo Sun, Shangguang Wang, Fangchun Yang. FMSR: a Fairness-aware Mobile Service Recommendation Method, In Proceedings of the IEEE International Conference on Web Services (ICWS 2018), 2018, pp. 171-178.
Yuanzhe Li, Shangguang Wang. An energy-aware Edge Server Placement Algorithm in Mobile Edge Computing. Proceedings of the IEEE International Conference on Edge Computing (EDGE 2018)，2018, pp.66-73.
Jie Wei, Shangguang Wang and Fangchun Yang. CMIP: Data Transmission Latency Optimization for Cooperative Group in Multi-Cloud by Adaptive Routing, IEEE ICPADS 2017, pp.410-418.
Lingyan Zhang,Shangguang Wang,Fangchun Yang,Rong Chang.QoEcenter: A Visualized Platform For QoE Evaluation Of Streaming Video Services, IEEE ICWS 2017, research track, pp. 212 - 219, 2017.
Xiaojuan Wei, Shangguang Wang, Ao Zhou, Jinliang Xu,Sen Su,Sathish Kumar,Fangchun Yang.MVR: An Architecture For Computation Offloading In Mobile Edge Computing,The 1st IEEE International Conference on Edge Computing，short paper, 2017, pp.232-235.
Yali Zhao,Shangguang Wang.The Service Recommendation Problem: An overview of traditional and recent approaches. 12th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, 2016 [PDF]
Guoyu Yang, Qibo Sun, Ao Zhou, Shangguang Wang, Jinglin Li. Poster Abstract: Access Point Ranking for Cloudlet Placement in Edge Computing Environment. The First IEEE/ACM Symposium on Edge Computing (SEC 2016), poster paper, 2016 [PDF]
Yujiong Liu, Shangguang Wang, Fangchun Yang. Poster Abstract: A Multi-User Computation Offloading Algorithm based on Game Theory in Mobile Cloud Computing. The First IEEE/ACM Symposium on Edge Computing (SEC 2016), poster paper, 2016 [PDF]
Yali Zhao, Shangguang Wang, Lubao Wang. Poster Abstract: API QoS Prediction for Apps in Cellular Networks. The First IEEE/ACM Symposium on Edge Computing (SEC 2016), poster paper, 2016 [PDF]
Yan Guo, Shangguang Wang. Skyline Service Selection based on QoS Prediction.IEEE Cluster, poster paper, 2016 [PDF]

Journal Paper

Published in , 1900

Z. Shen, J. Jin, C. Tan, A. Tagami, S. Wang, Q. Li, Q. Zheng, and J. Yuan, “A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks,” ACM Computing Surveys, vol. 56, no. 1, pp.1-40, 2024.
Qing Li, Shangguang Wang*, Xiao Ma, Ao Zhou, Yue Wang, Xuanzhe Liu, Gang Huang, Battery-Aware Energy Optimization for Satellite Edge Computing, IEEE Transactions on Services Computing, 2024, https://ieeexplore.ieee.org/document/10415570
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 Transactions on Mobile Computing, 2024, https://ieeexplore.ieee.org/document/10415259
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 Transactions on Parallel and Distributed Systems, 2024,35(1): 105-122.
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 Transactions on Services Computing, 2024,17(1): 291-305
Yi Zhang, Peiying Zhang, Chunxiao Jiang, Shangguang Wang, Hongxia Zhang, Chunming Rong, QoS Aware Virtual Network Embedding in Space-Air-Ground-Ocean Integrated Network, IEEE Transactions on Services Computing, 2024, https://ieeexplore.ieee.org/document/10414013
Kai Peng, Peiyun Xiaom, Shangguang Wang, Victor C. M. Leung, AoI-Aware Partial Computation Offloading in IIoT With Edge Computing: A Deep Reinforcement Learning Based Approach, IEEE Transactions on Cloud Computing, 2023,11(4):3766-3777.
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 Network, 2023, 37(2): 22-28.
Junna Zhang, Guoxian Zhang, Xiang Bao, Chuntao Ding, Peiyan Yuan, Xinglin Zhang, Shangguang Wang, Dependent Application Offloading in Edge Computing, IEEE Transactions on Cloud Computing, 2023,11(4): 3439-3451.
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 Transactions on Mobile Computing, 2023, https://ieeexplore.ieee.org/document/10209228
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 Transactions on Mobile Computing, 2023, ttps://ieeexplore.ieee.org/document/10314778
Lijun Sun, Mingzhi Liu, Jiachen Guo, Xu Yu, Shangguang Wang, Deep Reinforcement Learning Empowered Resource Allocation in Vehicular Fog Computing, IEEE Transactions on Vehicular Technology, 2023, https://ieeexplore.ieee.org/document/10339872
S. Wang, Q. Li, Satellite Computing: Vision and Challenges, IEEE Internet of Things Journal, 2023, https://ieeexplore.ieee.org/document/10213423 [PDF]
Shangguang Wang, Yan Guo, Xiao Liu, Ao Zhou, Service Routing in Multi-tier Edge Computing: A Matching Game Approach, IEEE Journal on Selected Areas in Communications, 2022, https://ieeexplore.ieee.org/document/9996397/
Jinliang Yuan, Mengwei Xu, Yuxin Zhao, Kaigui Bian, Gang Huang, Xuanzhe Liu, Shangguang Wang, Resource-Aware Federated Neural Architecture Search over Heterogeneous Mobile Devices, IEEE Transactions on Big Data, 2022, https://ieeexplore.ieee.org/document/9973344
Ao Zhou, Xiao Ma, Siyi Gao, Shangguang Wang, Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing, ACM Transactions on Internet Technology,2022,22(4), pp.1-14.
Zhichao Lu, Chuntao Ding, Juefei-Xu Felix, Vishnu Naresh Boddeti, Shangguang Wang, Yun Yang, TFormer: A Transmission-Friendly ViT Model for IoT Devices, IEEE Transactions on Parallel and Distributed Systems, 2022, https://ieeexplore.ieee.org/document/9954278
Ruolin Xing, Xiao Ma, Ao Zhou, Schahram Dustdar, Shangguang Wang, From Earth to Space: A First Deployment of 5G Core Network on Satellite, China Communications, 2022, https://arxiv.org/abs/2210.05405
C. Ding, Y. Li, Z. Lu, S. Wang and S. Guo, A Resource-Efficient Feature Extraction Framework for Image Processing in IoT Devices, IEEE Transactions on Mobile Computing, 2022, https://ieeexplore.ieee.org/document/9933707
Ao Zhou, Sisi Li, Xiao Ma, Shangguang Wang*, Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing, IEEE Journal on Selected Areas in Communications, 2022, https://ieeexplore.ieee.org/document/9915530
Haojiang Liu, Yuanzhe Li, Shangguang Wang, Request Scheduling Combined with Load Balancing in Mobile Edge Computing, IEEE Internet of Things Journal, 2022, https://ieeexplore.ieee.org/document/9779350, [Edge Computing Dateset] [Sourecode]
Qing Li, Xiao Ma, Ao Zhou, Changhee Joo, Shangguang Wang*, Online Service Request Duplicating for Vehicular Applications, IEEE Transactions on Mobile Computing, 2022, https://ieeexplore.ieee.org/document/9705147 [PDF] [Sourcecode]
Ying Wang, Naling Li, Peng Yu, Wenjing Li, Xuesong Qiu, Shangguang Wang, Mohamed Cheriet, Intelligent and Collaborative Orchestration of Network Slices, IEEE Transactions on Services Computing, 2022, https://ieeexplore.ieee.org/document/9793722
Ao Zhou, Xiao Ma, Siyi Gao, Shangguang Wang, Providing Reliable Service for Parked Vehicle Assisted Mobile Edge Computing, ACM Transactions on Internet Technology, 2022, https://doi.org/10.1145/3514242
Qing Li, Xiao Ma, Ao Zhou, Xiapu Luo, Fangchun Yang, Shangguang Wang, User-Oriented Edge Node Grouping in Mobile Edge Computing, IEEE Transactions on Mobile Computing, 2021, https://ieeexplore.ieee.org/document/9667295 [PDF] [Sourcecode]
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 Journal of Selected Topics in Signal Processing, 2021, https://ieeexplore.ieee.org/document/9653840.
Jie Huang, Ao Zhou, Shangguang Wang, Price-aware Service Deployment in Hierarchical Mobile Edge Computing, IEEE Internet of Things Journal, 2021, https://ieeexplore.ieee.org/document/9626145 [PDF] [Sourcecode]
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 Journal on Selected Areas in Communications, 2021, https://ieeexplore.ieee.org/document/9567690 [PDF]
Xiao Ma, Ao Zhou, Shan Zhang, Qing Li, Alex X. Liu, Shangguang Wang*, Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing, IEEE Transactions on Mobile Computing, 2021, https://ieeexplore.ieee.org/document/9547734. [PDF]
Chuntao Ding , Ao Zhou , Xiao Ma , Ning Zhang, Ching-Hsien Hsu ,Shangguang Wang*, Towards Diversified IoT Image Recognition Services in Mobile Edge Computing, IEEE Transactions on Cloud Computing, 2021, https://ieeexplore.ieee.org/document/9528942 [PDF]
Raza Salman, Wang Shangguang*, Manzoor, Ahmed Anwar, Muhammad Rizwan, Mirza, Muhammad Ayzed, Khan Wali Ullah, Task Offloading and Resource Allocation for IoV using 5G NR-V2X Communication, IEEE Internet of Things Journal, https://ieeexplore.ieee.org/document/9583590, 2021 [PDF]
Y. Guo, Q. Li, Y. Li, N. Zhang, S. Wang*, Service Coordination in Space-Air-Ground Integrated Network, IEEE Network，https://ieeexplore.ieee.org/document/9606832, 2021. [PDF]
Xiaobin Xu, Hui Zhao, Chang Liu, Qi Wang, Shangguang Wang, Resource management of GEO relays for real-time remote sensing,Peer-to-Peer Networking and Applications, 14(5): 3333-3348，2021.
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 of Things Journal, 2021, https://ieeexplore.ieee.org/document/9475439 [PDF]
Qibo Sun, Jinliang Xu, Xiao Ma, Ao Zhou, Ching-Hsien Hsu, Shangguang Wang, Edge-Enabled Distributed Deep Learning for 5G Privacy Protection, IEEE Network, https://ieeexplore.ieee.org/abstract/document/9474931 [PDF]
Qing Li, Shangguang Wang, Xiao Ma, Qibo Sun, Houpeng Wang, Suzhi Cao, Fangchun Yang, Service Coverage for Satellite Edge Computing, IEEE Internet of Things Journal, 2021, https://ieeexplore.ieee.org/document/9444334 [PDF] [Sourcecode]
Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang, Profit-aware Edge Server Placement, IEEE Internet of Things Journal, 2021, https://ieeexplore.ieee.org/document/9442389 [PDF] [Sourcecode]
Jialei Liu, Chunhong Liu, Bo Wang, Guowei Gao, Shangguang Wang*, Optimized Task Allocation for IoT Application in Mobile Edge Computing, IEEE Internet of Things Journal, 2021, https://ieeexplore.ieee.org/document/9462411 [PDF]
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 of Things Journal, 2021, https://ieeexplore.ieee.org/document/9444339 [PDF]
Xiao Ma, Ao Zhou, Qibo Sun, Shangguang Wang, Freshness-aware Information Update and Computation Offloading in Mobile Edge Computing, IEEE Internet of Things Journal, 2021, https://ieeexplore.ieee.org/document/9437303 [PDF].
Y. Li, J. Huang, Q. Sun, T. Sun, S.Wang*, Cognitive Service Architecture for 6G Core Network, IEEE Transactions on Industrial Informatics, 2021,https://ieeexplore.ieee.org/document/9369127 [PDF].
X. Liu, S. Wang, Y. Ma, Y. Zhang, Q. Mei, Y. Liu, G. Huang, Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities. ACM Transactions on Internet Technoloy, 21(2):1-19, 2021.
C.Ding, A. Zhou, L. Liu, X. Ma, S. Wang, Resource-aware Feature Extraction in Mobile Edge Computing, IEEE Transactions on Mobile Computing, 2020, https://ieeexplore.ieee.org/document/9134931 [PDF].
Meng Wang, Bo Cheng, Shangguang Wang, Junliang Chen, Availability- and Traffic-aware Placement of Parallelized SFC in Data Center Networks, IEEE Transactions on Network and Service Management, 2020, https://ieeexplore.ieee.org/document/9327494
Xiaobin Xu, Hui Zhao, Haipeng Yao, Shangguang Wang. A Blockchain-enabled Energy Efficient Data Collection System for UAV-assisted IoT. IEEE Internet of Things Journa, 8(4): 2431-2443, 2021.
Q. Li, S. Wang*, A. Zhou, X. Ma, A. Liu, F.Yang, QoS Driven Task Offloading with Statistical Guarantee in Mobile Edge Computing, IEEE Transactions on Mobile Computing, 2020, https://ieeexplore.ieee.org/document/9123603 [PDF]
Wen Zhang, Longzhuang Li, Ning Zhang, Tao Han, Shangguang Wang, Air-Ground Integrated Mobile Edge Networks: A Survey, IEEE Access, 2020, https://ieeexplore.ieee.org/document/9137644/
Liang Tian, Mingzhe Yang, Shangguang Wang, An Overview of Compute First Networking, International Journal of Web and Grid Services, 2020, https://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijwgs, [PDF].
Jinliang Xu, Xiao Ma, Ao Zhou, Qiang Duan, Shangguang Wang, Path Selection for Seamless Service Migration in Vehicular Edge Computing, IEEE Internet of Things Journal, 2020, https://ieeexplore.ieee.org/document/9109315. [PDF] [Sourcecode].
Chuntao Ding, Ao Zhou, Yunxin Liu, Rong N. Chang, Ching-Hsien Hsu, Shangguang Wang*, A Cloud-Edge Collaboration Framework for Cognitive Service, IEEE Transactions on Cloud Computing, 2020, https://ieeexplore.ieee.org/abstract/document/9099432 [PDF]
Xuan Liu, Bo Cheng, Shangguang Wang, Junliang Chen, Joint Availability Enhancement and Traffic Optimization of Virtual Cluster Allocation in Cloud Datacenters, IEEE Transactions on Network and Service Management, 2020, Vol.17, No.2, pp.972-985.
J. Xu，S. Wang*，A. Zhou，F. Yang，Edgence: A Blockchain-enabled Edge-computing Platform for Intelligent IoT-based dApps, China Communications, 2020, no.4, 1-9.[PDF]
Qiang Duan, Shangguang Wang, Nirwan Ansari, Convergence of Networking and Cloud/Edge Computing: Status, Challenges, and Opportunities, IEEE Network, 2020，https://ieeexplore.ieee.org/document/9108989
H. Wang, Y. Li, A. Zhou, Y. Guo and S. Wang, Service Migration in Mobile Edge Computing: A Deep Reinforcement Learning Approach, International Journal of Communication Systems, 2020, https://onlinelibrary.wiley.com/doi/full/10.1002/dac.4413?af=R.
Yujiong Liu, Shangguang Wang*, Qinglin Zhao, Shiyu Du, Ao Zhou, Xiao Ma, Fangchun Yang, Dependency-Aware Task Scheduling in Vehicular Edge Computing. IEEE Internet of Things Journal, https://ieeexplore.ieee.org/document/8985313/, 2020, [PDF]
X. Liu, B. Cheng, S. Wang, Availability-aware and Energy-efficient Virtual Cluster Allocation Based on Multi-objective Optimization in Cloud Datacenters, IEEE Transactions on Network and Service Management, 2020, https://ieeexplore.ieee.org/document/9006914/
J. Liu, S. Wang*, A. Zhou, J. Xu, and F. Yang, “SLA-driven container consolidation with usage prediction for green cloud computing,” Frontiers of Computer Science, 1, vol. 14, pp. 42-52, 2020.
A. Zhou, S. G. Wang, S. H. Wan, and L. Y. Qi, “LMM: latency-aware micro-service mashup in mobile edge computing environment,” Neural Computing & Applications.https://link.springer.com/article/10.1007/s00521-019-04693-w . 2020
S. Wang, A. Zhou, M. Yang, L. Sun, C. Hsu, F. Yang. Service Composition in Cyber-Physical-Social Systems. IEEE Transactions on Emerging Topics in Computing, Vol. 8, No.1, pp. 82-91, 2020.[PDF] [Sourcecode]
Ao Zhou, Shangguang Wang*, Xiao Ma, Stephen S. Yau, Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud, IEEE Transactions on Services Computing, https://ieeexplore.ieee.org/document/8941254/, 2019.
Jialei Liu, Shangguang Wang*, Ao Zhou, Fangchun Yang, Rajkumar Buyya. Availability-aware Virtual Cluster Allocation in Bandwidth-Constrained Datacenters. IEEE Transactions on Services Computing, 2020, Vol.13, No.3, pp.425-436.[PDF] [Sourcecode]
Shangguang Wang, Yan Guo, Ning Zhang, Peng Yang, Ao Zhou, and Xuemin (Sherman) Shen, Delay-aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach, IEEE Transactions on Mobile Computing, https://ieeexplore.ieee.org/document/8924682, 2019[PDF] [Dataset]
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 Transactions on Services Computing, 2019, https://ieeexplore.ieee.org/document/8911264/.
S. Wang, C. Ding, N. Zhang, X. Liu, A. Zhou, J. Cao, and X. Shen, A Cloud-guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing, IEEE Transactions on Mobile Computing, https://ieeexplore.ieee.org/document/8851250, 2019[PDF] [MEC Experiment System] [Sourcecode].
X. Liu, X. Xie, S. Wang, J. Liu, D. Yaou, J. Cao, K. Li, Efficient Range Queries for Large-scale Sensor-augmented RFID Systems, ACM/IEEE Transactions on Networking, no.5, vol. 27, pp. 1873-1886, 2019.
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 Generation Comper System, vol. 97, pp. 755-774, 2019.
Xiaocui Li, Zhangbing Zhou, Junqi Guo, Shangguang Wang, Junsheng Zhang, Aggregated multi-attribute query processing in edge computing for industrial IoT applications. Computer Networks, vol.151, pp. 114-123, 2019.
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.
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. Journal of Real-Time Image Processing, 16(5): 1881, 2019.
X. Ma, S. Wang, S. Zhang, P. Yang, C. Lin, X. Shen, Cost-Efficient Resource Provisioning for Dynamic Requests in Cloud Assisted Mobile Edge Computing, IEEE Transactions on Cloud Computing, https://ieeexplore.ieee.org/document/8254704, 2019.
J. Xu, S. Wang*, B. K. Bharat, F. Yang, A Blockchain-enabled Trustless Crowd-Intelligence Ecosystem on Mobile Edge Computing, IEEE Transactions on Industrial Informatics, vol.15, no.6, pp. 3538-3547, 2019. [PDF]
Yan Guo, Shangguang Wang*, Ao Zhou, Jinliang Xu, Jie Yuan, Ching-Hsien Hus, User Allocation-aware Edge Cloud Placement in Mobile Edge Computing, Software: Practice and Experienc, vol. 50, no. 5, pp. 489-502, 2020. [PDF] [Sourcecode]
Jinliang Xu, Shangguang Wang*, Ning Zhang, Fangchun Yang, Xuemin Shen, Reward or Penalty: Aligning Incentives of Stakeholders in Crowdsourcing, IEEE Transactions on Mobile Computing, vol. 18, no.4, pp. 974-985, 2019[PDF] [Sourcecode]

Books/Chapters

Published in , 1900

Wang Shangguang, Zhou Ao (Eds.), Collaborate Computing: Networking, Applications and Worksharing, 2017, Springer International Publishing, eBook ISBN 978-3-319-59288-6, http://www.springer.com/gp/book/9783319592879