Energy Efficiency on Location Based Applications in Mobile Cloud Computing: A Survey. - Xiao Ma 009; Yong Cui 001; Ivan Stojmenovic (ANT/MobiWIS, 2012)

A Survey of Energy Efficient Wireless Transmission and Modeling in Mobile Cloud Computing. - Yong Cui 001; Xiao Ma 009; Hongyi Wang 004; Ivan Stojmenovic; Jiangchuan Liu (Mob. Networks Appl., 2013)

Policy-based flow control for multi-homed mobile terminals with IEEE 802.11u standard. - Yong Cui 001; Xiao Ma 009; Jiangchuan Liu; Lian Wang; Yuri Ismailov (Comput. Commun., 2014)

Energy efficiency on location based applications in mobile cloud computing: a survey. - Lian Wang; Yong Cui 001; Ivan Stojmenovic; Xiao Ma 009; Jian Song (Computing, 2014)

Joint Media Streaming Optimization of Energy and Rebuffering Time in Cellular Networks. - Zeqi Lai; Yong Cui 001; Yayun Bao; Jiangchuan Liu; Yingchao Zhao 001; Xiao Ma 009 (ICPP, 2015)

Game-theoretic Analysis of Computation Offloading for Cloudlet-based Mobile Cloud Computing. - Xiao Ma 009; Chuang Lin 002; Xudong Xiang; Congjie Chen (MSWiM, 2015)

Cooperative Coverage Extension for Relay-Union Networks. - Yong Cui 001; Xiao Ma 009; Xiuzhen Cheng 001; Minming Li; Jiangchuan Liu; Tianze Ma; Yihua Guo; Biao Chen 002 (IEEE Trans. Parallel Distributed Syst., 2015)

Monitoring-Based Task Scheduling in Large-Scale SaaS Cloud. - Puheng Zhang; Chuang Lin 002; Xiao Ma 009; Fengyuan Ren; Wenzhuo Li (ICSOC, 2016)

Cost-Efficient Resource Provisioning in Cloud Assisted Mobile Edge Computing. - Xiao Ma 009; Shan Zhang 001; Peng Yang 004; Ning Zhang 007; Chuang Lin 002; Xuemin Shen (GLOBECOM, 2017)

Cost-efficient workload scheduling in Cloud Assisted Mobile Edge Computing. - Xiao Ma 009; Shan Zhang 001; Wenzhuo Li; Puheng Zhang; Chuang Lin 002; Xuemin Shen (IWQoS, 2017)

Long-Term Multi-objective Task Scheduling with Diff-Serv in Hybrid Clouds. - Puheng Zhang; Chuang Lin 002; Wenzhuo Li; Xiao Ma 009 (WISE (1), 2017)

Energy-Aware Computation Offloading of IoT Sensors in Cloudlet-Based Mobile Edge Computing. - Xiao Ma 009; Chuang Lin 002; Han Zhang 009; Jianwei Liu 001 (Sensors, 2018)

Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Update. - Shan Zhang 001; Liudi Wang; Hongbin Luo; Xiao Ma 009; Sheng Zhou 001 (GLOBECOM, 2019)

Two-level task scheduling with multi-objectives in geo-distributed and large-scale SaaS cloud. - Puheng Zhang; Xiao Ma 009; Yanping Xiao; Wenzhuo Li; Chuang Lin 002 (World Wide Web, 2019)

Cognitive Service in Mobile Edge Computing. - Chuntao Ding; Ao Zhou 001; Xiao Ma 009; Shangguang Wang (ICWS, 2020)

Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. - Xiao Ma 009; Ao Zhou 001; Shan Zhang 001; Shangguang Wang (INFOCOM, 2020)

Hierarchical Federated Learning through LAN-WAN Orchestration. - Jinliang Yuan; Mengwei Xu; Xiao Ma 009; Ao Zhou 001; Xuanzhe Liu; Shangguang Wang (CoRR, 2020)

Dependency-Aware Task Scheduling in Vehicular Edge Computing. - Yujiong Liu; Shangguang Wang; Qinglin Zhao; Shiyu Du; Ao Zhou 001; Xiao Ma 009; Fangchun Yang (IEEE Internet Things J., 2020)

Path Selection for Seamless Service Migration in Vehicular Edge Computing. - Jinliang Xu; Xiao Ma 009; Ao Zhou 001; Qiang Duan; Shangguang Wang (IEEE Internet Things J., 2020)

Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud. - Ao Zhou 001; Shangguang Wang; Xiao Ma 009; Stephen S. Yau (IEEE Trans. Serv. Comput., 2020)

Towards Sustainable Satellite Edge Computing. - Qing Li 028; Shangguang Wang; Xiao Ma 009; Ao Zhou 001; Fangchun Yang (EDGE, 2021)

Tiansuan Constellation: An Open Research Platform. - Shangguang Wang; Qing Li 028; Mengwei Xu; Xiao Ma 009; Ao Zhou 001; Qibo Sun (EDGE, 2021)

From cloud to edge: a first look at public edge platforms. - Mengwei Xu; Zhe Fu; Xiao Ma 009; Li Zhang 133; Yanan Li; Feng Qian 001; Shangguang Wang; Ke Li; Jingyu Yang; Xuanzhe Liu (Internet Measurement Conference, 2021)

Joint Placement of UPF and Edge Server for 6G Network. - Yuanzhe Li; Xiao Ma 009; Mengwei Xu; Ao Zhou 001; Qibo Sun; Ning Zhang 007; Shangguang Wang (IEEE Internet Things J., 2021)

Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing. - Xiao Ma 009; Ao Zhou 001; Qibo Sun; Shangguang Wang (IEEE Internet Things J., 2021)

Edge-Enabled Distributed Deep Learning for 5G Privacy Protection. - Qibo Sun; Jinliang Xu; Xiao Ma 009; Ao Zhou 001; Ching-Hsien Hsu; Shangguang Wang (IEEE Netw., 2021)

Cost-Efficient Resource Provisioning for Dynamic Requests in Cloud Assisted Mobile Edge Computing. - Xiao Ma 009; Shangguang Wang; Shan Zhang 001; Peng Yang 004; Chuang Lin 002; Xuemin Shen (IEEE Trans. Cloud Comput., 2021)

AoI-Delay Tradeoff in Mobile Edge Caching With Freshness-Aware Content Refreshing. - Shan Zhang 001; Liudi Wang; Hongbin Luo; Xiao Ma 009; Sheng Zhou 001 (IEEE Trans. Wirel. Commun., 2021)

Collaborative Mobile Edge Computing Through UPF Selection. - Yuanzhe Li; Ao Zhou 001; Xiao Ma 009; Shangguang Wang (CollaborateCom (2), 2022)

Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing. - Sisi Li; Ao Zhou 001; Xiao Ma 009; Mengwei Xu; Shangguang Wang (WWW, 2022)

A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. - Qiyang Zhang; Xiang Li 067; Xiangying Che; Xiao Ma 009; Ao Zhou 001; Mengwei Xu; Shangguang Wang; Yun Ma 002; Xuanzhe Liu (WWW, 2022)

Understanding and Optimizing Deep Learning Cold-Start Latency on Edge Devices. - Rongjie Yi; Ting Cao; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (CoRR, 2022)

From Earth to Space: A First Deployment of 5G Core Network on Satellite. - Ruolin Xing; Xiao Ma 009; Ao Zhou 001; Schahram Dustdar; Shangguang Wang (CoRR, 2022)

SoC-Cluster as an Edge Server: an Application-driven Measurement Study. - Li Zhang 133; Zhe Fu; Boqing Shi; Xiang Li 067; Rujin Lai; Chenyang Chen; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (CoRR, 2022)

Survey on tracking and registration technology for mobile augmented reality. - Mingzhe Yang; Shangguang Wang; Ning Zhang 007; Ao Zhou 001; Xiao Ma 009 (Int. J. Web Grid Serv., 2022)

Cost-aware edge server placement. - Qiyang Zhang; Shangguang Wang; Ao Zhou 001; Xiao Ma 009 (Int. J. Web Grid Serv., 2022)

Service Coverage for Satellite Edge Computing. - Qing Li 028; Shangguang Wang; Xiao Ma 009; Qibo Sun; Houpeng Wang; Suzhi Cao; Fangchun Yang (IEEE Internet Things J., 2022)

Profit-Aware Edge Server Placement. - Yuanzhe Li; Ao Zhou 001; Xiao Ma 009; Shangguang Wang (IEEE Internet Things J., 2022)

Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing. - Ao Zhou 001; Sisi Li; Xiao Ma 009; Shangguang Wang (IEEE J. Sel. Areas Commun., 2022)

Resource-Aware Feature Extraction in Mobile Edge Computing. - Chuntao Ding; Ao Zhou 001; Xiulong Liu; Xiao Ma 009; Shangguang Wang (IEEE Trans. Mob. Comput., 2022)

QoS Driven Task Offloading With Statistical Guarantee in Mobile Edge Computing. - Qing Li 028; Shangguang Wang; Ao Zhou 001; Xiao Ma 009; Fangchun Yang; Alex X. Liu (IEEE Trans. Mob. Comput., 2022)

Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing. - Ao Zhou 001; Xiao Ma 009; Siyi Gao; Shangguang Wang (ACM Trans. Internet Techn., 2022)

Cooperative Content Caching and Distribution for Satellite CDNs. - Yuwen Chen; Xiao Ma 009; Ao Zhou 001; Shangguang Wang (ICNP, 2023)

Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites. - Yijie Chen; Qiyang Zhang; Yiran Zhang; Xiao Ma 009; Ao Zhou 001 (ICNP, 2023)

Freshness-aware Content Update for Earth Observation: Trading Off AoI and Accuracy. - Yuran Guo; Xiao Ma 009; Qibo Sun; Ao Zhou 001 (ICNP, 2023)

Optimizing Space-Borne Computation: A Reliability Enhancement Framework for LEO Constellation. - Lipei Yang; Ao Zhou 001; Xiao Ma 009; Yiran Zhang; Shangguang Wang (ICPADS, 2023)

Towards Timely Edge-assisted Video Analytics Services. - Xishuo Li; Shan Zhang 001; Yuejiao Huang; Xiao Ma 009; Zhiyuan Wang 004; Hongbin Luo (ICWS, 2023)

Container Image Similarity-Aware Resource Provisioning for Serverless Edge Computing. - Ao Zhou 001; Sisi Li; Xiao Ma 009; Yiran Zhang; Shangguang Wang (ICWS, 2023)

Privacy as a Resource in Differentially Private Federated Learning. - Jinliang Yuan; Shangguang Wang; Shihe Wang; Yuanchun Li; Xiao Ma 009; Ao Zhou 001; Mengwei Xu (INFOCOM, 2023)

Boosting DNN Cold Inference on Edge Devices. - Rongjie Yi; Ting Cao; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (MobiSys, 2023)

ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning. - Yanan Li; Haitao Yuan 002; Zhe Fu; Xiao Ma 009; Mengwei Xu; Shangguang Wang (WWW, 2023)

Towards Diversified IoT Image Recognition Services in Mobile Edge Computing. - Chuntao Ding; Ao Zhou 001; Xiao Ma 009; Ning Zhang 007; Ching-Hsien Hsu; Shangguang Wang (IEEE Trans. Cloud Comput., 2023)

Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing. - Xiao Ma 009; Ao Zhou 001; Shan Zhang 001; Qing Li 028; Alex X. Liu; Shangguang Wang (IEEE Trans. Mob. Comput., 2023)

User-Oriented Edge Node Grouping in Mobile Edge Computing. - Qing Li 028; Xiao Ma 009; Ao Zhou 001; Xiapu Luo; Fangchun Yang; Shangguang Wang (IEEE Trans. Mob. Comput., 2023)

Online Service Request Duplicating for Vehicular Applications. - Qing Li 028; Xiao Ma 009; Ao Zhou 001; Changhee Joo; Shangguang Wang (IEEE Trans. Mob. Comput., 2023)

Placing Timely Refreshing Services at the Network Edge. - Xishuo Li; Shan Zhang 001; Hongbin Luo; Xiao Ma 009; Junyi He (IEEE Internet Things J., 2023)

5G Edge Computing - Technologies, Applications and Future Visions - Xiao Ma 009; Mengwei Xu; Qing Li 028; Yuanzhe Li; Ao Zhou 001; Shangguang Wang (Springer, 2024)

Large Language Models on Mobile Devices: Measurements, Analysis, and Insights. - Xiang Li 067; Zhenyan Lu; Dongqi Cai 001; Xiao Ma 009; Mengwei Xu (EdgeFM@MobiSys, 2024)

Deciphering the Performance of Satellite UPF: Measurement and Enhancement. - Yupeng Fu; Jianing Si; Xiao Ma 009; Yuanzhe Li; Yiran Zhang (GLOBECOM (Workshops), 2024)

Bidirectional Buffer-Constrained Bitrate Adaptation for Layered 360-degree Video Streaming. - Binbin Hu; Shan Zhang 001; Chang Feng; Zhiyuan Wang 004; Hongbin Luo; Xiao Ma 009 (GLOBECOM, 2024)

Profit-Aware Task Allocation in Satellite Computing. - Jie Huang 021; Ruolin Xing; Xiao Ma 009; Ao Zhou 001; Shangguang Wang (ICWS, 2024)

Flexible Shadow: Enhancing Service Reliability in Resource-Constrained Edge Computing. - Lipei Yang; Ao Zhou 001; Xiao Ma 009; Yiran Zhang; Yuanzhe Li; Shangguang Wang (ICWS, 2024)

Resource-efficient In-orbit Detection of Earth Objects. - Qiyang Zhang; Xin Yuan; Ruolin Xing; Yiran Zhang; Zimu Zheng; Xiao Ma 009; Mengwei Xu; Schahram Dustdar; Shangguang Wang (INFOCOM, 2024)

Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization. - Yijie Chen; Qiyang Zhang; Ruolin Xing; Yuanzhe Li; Xiao Ma 009; Chaoxin Yu; Yiran Zhang; Ao Zhou 001; Shangguang Wang (Internetware, 2024)

Poster: Service Orchestration for Satellite Computing. - Jianing Tang; Ruolin Xing; Qibo Sun; Ao Zhou 001; Xiao Ma 009 (MobiSys, 2024)

Exploring Real-Time Satellite Computing: From Energy and Thermal Perspectives. - Qing Li 028; Shangguang Wang; Chenren Xu; Xiao Ma 009; Mengwei Xu; Ao Zhou 001; Ruolin Xing; Boyuan Yang; Zuo Zhu; Ying Zhang 012; Xuanzhe Liu (RTSS, 2024)

More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs. - Li Zhang 133; Zhe Fu; Boqing Shi; Xiang Li 067; Rujin Lai; Chenyang Yang 004; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (USENIX ATC, 2024)

Online Request Replication for Obtaining Fresh Information Under Pull Model. - Hongyan Wang; Qibo Sun; Qing Li 028; Xiao Ma 009; Shangguang Wang (IEEE Internet Things J., 2024)

Battery-Aware Energy Optimization for Satellite Edge Computing. - Qing Li 028; Shangguang Wang; Xiao Ma 009; Ao Zhou 001; Yue Wang 072; Gang Huang 001; Xuanzhe Liu (IEEE Trans. Serv. Comput., 2024)

Multiparticipant Double Auction for Resource Allocation and Pricing in Edge Computing. - Jie Huang 021; Sisi Li; Lipei Yang; Jianing Si; Xiao Ma 009; Shangguang Wang (IEEE Internet Things J., 2024)

A Comprehensive Deep Learning Library Benchmark and Optimal Library Selection. - Qiyang Zhang; Xiangying Che; Yijie Chen; Xiao Ma 009; Mengwei Xu; Schahram Dustdar; Xuanzhe Liu; Shangguang Wang (IEEE Trans. Mob. Comput., 2024)

Seamless Cross-Edge Service Migration for Real-Time Rendering Applications. - Yuanzhe Li; Shangguang Wang; Yuanchun Li; Ao Zhou 001; Mengwei Xu; Xiao Ma 009; Yunxin Liu 001 (IEEE Trans. Mob. Comput., 2024)

Reliability-Aware Task Replication for Mobile Edge Computing. - Lipei Yang; Ao Zhou 001; Xiao Ma 009; Yiran Zhang; Shangguang Wang (IEEE Internet Things J., 2024)

Towards Timely Video Analytics Services at the Network Edge. - Xishuo Li; Shan Zhang 001; Yuejiao Huang; Xiao Ma 009; Zhiyuan Wang 004; Hongbin Luo (IEEE Trans. Mob. Comput., 2024)

Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter. - Jianing Si; Haitao Yuan 002; Nan Jiang; Minxiao Chen; Xiao Ma 009; Shangguang Wang (ICDE, 2025)

Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning. - Jianing Si; Haitao Yuan 002; Xiang Li 067; Nan Jiang; Xiao Ma 009; Guoliang Li 001; Shangguang Wang (ICDE, 2025)

SLICE: Energy-Efficient Satellite-Ground Co-Inference via Layer-Wise Scheduling Optimization. - Yijie Chen; Qiyang Zhang; Ruolin Xing; Yuanzhe Li; Xiao Ma 009; Yiran Zhang; Ao Zhou 001; Shangguang Wang (IEEE Trans. Serv. Comput., 2025)

Rethinking Cost-Efficient VM Scheduling on Public Edge Platforms: A Service Provider's Perspective. - Yanan Li; Xiao Ma 009; Zhe Fu; Ao Zhou 001; Mengwei Xu; Shangguang Wang (IEEE Trans. Mob. Comput., 2025)

A Collaborative Cloud-Edge Approach for Robust Edge Workload Forecasting. - Yanan Li; Penghong Zhao; Xiao Ma 009; Haitao Yuan 002; Zhe Fu; Mengwei Xu; Shangguang Wang (IEEE Trans. Mob. Comput., 2025)

Delay- and Resource-Aware Satellite UPF Service Optimization. - Chao Wang 093; Xiao Ma 009; Ruolin Xing; Sisi Li; Ao Zhou 001; Shangguang Wang (IEEE Trans. Mob. Comput., 2025)

SatCooper: Enhancing Cooperative Inference Analytics for Satellite Service via Multi-Exit DNNs. - Qiyang Zhang; Shangguang Wang; Jinglong Guan; Praveen Kumar Donta; Xiao Ma 009; RangaRao Venkatesha Prasad; Schahram Dustdar; Xuanzhe Liu (IEEE Trans. Mob. Comput., 2025)