Xiao Ma

96 papers A* 8A 12B 9Journal 57Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring Image Similarity to Optimize Resource Provisioning in Container-Enabled Edge Computing.
IEEE Trans. Serv. Comput.
Sisi Li, Ao Zhou, Xiao Ma, Yiran Zhang, Jinfeng Wen, Shangguang Wang
2026 J jnl
Temperature- and Energy-Aware Dynamic Task Scheduling and Computing Resource Allocation for Satellite Computing.
IEEE Trans. Mob. Comput.
Chao Wang, Xiao Ma, Chuanxiu Chi, Ao Zhou, Ruolin Xing, Shangguang Wang
2025 J jnl
A Collaborative Cloud-Edge Approach for Robust Edge Workload Forecasting.
IEEE Trans. Mob. Comput.
Yanan Li, Penghong Zhao, Xiao Ma, Haitao Yuan, Zhe Fu, Mengwei Xu, Shangguang Wang
2025 J jnl
Delay- and Resource-Aware Satellite UPF Service Optimization.
IEEE Trans. Mob. Comput.
Chao Wang, Xiao Ma, Ruolin Xing, Sisi Li, Ao Zhou, Shangguang Wang
2025 J jnl
Flexible Shadow: Resource-Efficient Reliability Enhancement for Edge Services Through Dynamic Shadow Coordination.
IEEE Trans. Serv. Comput.
Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Qing Li, Yuanzhe Li, Shangguang Wang
2025 A* conf
Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning.
ICDE
Jianing Si, Haitao Yuan, Xiang Li, Nan Jiang, Xiao Ma, Guoliang Li, Shangguang Wang
2025 A conf
Reliability-Aware Resource Allocation for Vehicular Services in Mobile Edge Computing.
ICWS
Lipei Yang, Sisi Li, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang
2025 J jnl
Rethinking Cost-Efficient VM Scheduling on Public Edge Platforms: A Service Provider's Perspective.
IEEE Trans. Mob. Comput.
Yanan Li, Xiao Ma, Zhe Fu, Ao Zhou, Mengwei Xu, Shangguang Wang
2025 J jnl
SLICE: Energy-Efficient Satellite-Ground Co-Inference via Layer-Wise Scheduling Optimization.
IEEE Trans. Serv. Comput.
Yijie Chen, Qiyang Zhang, Ruolin Xing, Yuanzhe Li, Xiao Ma, Yiran Zhang, Ao Zhou, Shangguang Wang
2025 J jnl
SatCooper: Enhancing Cooperative Inference Analytics for Satellite Service via Multi-Exit DNNs.
IEEE Trans. Mob. Comput.
Qiyang Zhang, Shangguang Wang, Jinglong Guan, Praveen Kumar Donta, Xiao Ma, Ranga Rao Venkatesha Prasad, Schahram Dustdar, Xuanzhe Liu
2025 A* conf
Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter.
ICDE
Jianing Si, Haitao Yuan, Nan Jiang, Minxiao Chen, Xiao Ma, Shangguang Wang
2025 J jnl
Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter.
CoRR
Jianing Si, Haitao Yuan, Nan Jiang, Minxiao Chen, Xiao Ma, Shangguang Wang
2024 — book
5G Edge Computing - Technologies, Applications and Future Visions
Xiao Ma, Mengwei Xu, Qing Li, Yuanzhe Li, Ao Zhou, Shangguang Wang
2024 J jnl
A Comprehensive Deep Learning Library Benchmark and Optimal Library Selection.
IEEE Trans. Mob. Comput.
Qiyang Zhang, Xiangying Che, Yijie Chen, Xiao Ma, Mengwei Xu, Schahram Dustdar, Xuanzhe Liu, Shangguang Wang
2024 J jnl
Battery-Aware Energy Optimization for Satellite Edge Computing.
IEEE Trans. Serv. Comput.
Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Yue Wang, Gang Huang, Xuanzhe Liu
2024 B conf
Bidirectional Buffer-Constrained Bitrate Adaptation for Layered 360-degree Video Streaming.
GLOBECOM
Binbin Hu, Shan Zhang, Chang Feng, Zhiyuan Wang, Hongbin Luo, Xiao Ma
2024 — conf
Deciphering the Performance of Satellite UPF: Measurement and Enhancement.
GLOBECOM (Workshops)
Yupeng Fu, Jianing Si, Xiao Ma, Yuanzhe Li, Yiran Zhang
2024 — conf
Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization.
Internetware
Yijie Chen, Qiyang Zhang, Ruolin Xing, Yuanzhe Li, Xiao Ma, Chaoxin Yu, Yiran Zhang, Ao Zhou, Shangguang Wang
2024 A conf
Exploring Real-Time Satellite Computing: From Energy and Thermal Perspectives.
RTSS
Qing Li, Shangguang Wang, Chenren Xu, Xiao Ma, Mengwei Xu, Ao Zhou, Ruolin Xing, Boyuan Yang, Zuo Zhu, Ying Zhang, Xuanzhe Liu
2024 A conf
Flexible Shadow: Enhancing Service Reliability in Resource-Constrained Edge Computing.
ICWS
Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Yuanzhe Li, Shangguang Wang
2024 — conf
Large Language Models on Mobile Devices: Measurements, Analysis, and Insights.
EdgeFM@MobiSys
Xiang Li, Zhenyan Lu, Dongqi Cai, Xiao Ma, Mengwei Xu
2024 — conf
More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs.
USENIX ATC
Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Yang, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu
2024 J jnl
Multiparticipant Double Auction for Resource Allocation and Pricing in Edge Computing.
IEEE Internet Things J.
Jie Huang, Sisi Li, Lipei Yang, Jianing Si, Xiao Ma, Shangguang Wang
2024 J jnl
Online Request Replication for Obtaining Fresh Information Under Pull Model.
IEEE Internet Things J.
Hongyan Wang, Qibo Sun, Qing Li, Xiao Ma, Shangguang Wang
2024 J jnl
Placing Timely Refreshing Services at the Network Edge.
CoRR
Xishuo Li, Shan Zhang, Hongbin Luo, Xiao Ma, Junyi He
2024 A conf
Poster: Service Orchestration for Satellite Computing.
MobiSys
Jianing Tang, Ruolin Xing, Qibo Sun, Ao Zhou, Xiao Ma
2024 A conf
Profit-Aware Task Allocation in Satellite Computing.
ICWS
Jie Huang, Ruolin Xing, Xiao Ma, Ao Zhou, Shangguang Wang
2024 J jnl
Reliability-Aware Task Replication for Mobile Edge Computing.
IEEE Internet Things J.
Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang
2024 A* conf
Resource-efficient In-orbit Detection of Earth Objects.
INFOCOM
Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang
2024 J jnl
Resource-efficient In-orbit Detection of Earth Objects.
CoRR
Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang
2024 J jnl
Seamless Cross-Edge Service Migration for Real-Time Rendering Applications.
IEEE Trans. Mob. Comput.
Yuanzhe Li, Shangguang Wang, Yuanchun Li, Ao Zhou, Mengwei Xu, Xiao Ma, Yunxin Liu
2024 J jnl
Towards Timely Video Analytics Services at the Network Edge.
CoRR
Xishuo Li, Shan Zhang, Yuejiao Huang, Xiao Ma, Zhiyuan Wang, Hongbin Luo
2024 J jnl
Towards Timely Video Analytics Services at the Network Edge.
IEEE Trans. Mob. Comput.
Xishuo Li, Shan Zhang, Yuejiao Huang, Xiao Ma, Zhiyuan Wang, Hongbin Luo
2023 A conf
Boosting DNN Cold Inference on Edge Devices.
MobiSys
Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu
2023 A conf
Container Image Similarity-Aware Resource Provisioning for Serverless Edge Computing.
ICWS
Ao Zhou, Sisi Li, Xiao Ma, Yiran Zhang, Shangguang Wang
2023 B conf
Cooperative Content Caching and Distribution for Satellite CDNs.
ICNP
Yuwen Chen, Xiao Ma, Ao Zhou, Shangguang Wang
2023 J jnl
Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Xiao Ma, Ao Zhou, Shan Zhang, Qing Li, Alex X. Liu, Shangguang Wang
2023 A* conf
ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning.
WWW
Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu, Shangguang Wang
2023 B conf
Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites.
ICNP
Yijie Chen, Qiyang Zhang, Yiran Zhang, Xiao Ma, Ao Zhou
2023 J jnl
Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites.
CoRR
Yijie Chen, Qiyang Zhang, Yiran Zhang, Xiao Ma, Ao Zhou
2023 B conf
Freshness-aware Content Update for Earth Observation: Trading Off AoI and Accuracy.
ICNP
Yuran Guo, Xiao Ma, Qibo Sun, Ao Zhou
2023 J jnl
Online Service Request Duplicating for Vehicular Applications.
IEEE Trans. Mob. Comput.
Qing Li, Xiao Ma, Ao Zhou, Changhee Joo, Shangguang Wang
2023 B conf
Optimizing Space-Borne Computation: A Reliability Enhancement Framework for LEO Constellation.
ICPADS
Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang
2023 J jnl
Placing Timely Refreshing Services at the Network Edge.
IEEE Internet Things J.
Xishuo Li, Shan Zhang, Hongbin Luo, Xiao Ma, Junyi He
2023 A* conf
Privacy as a Resource in Differentially Private Federated Learning.
INFOCOM
Jinliang Yuan, Shangguang Wang, Shihe Wang, Yuanchun Li, Xiao Ma, Ao Zhou, Mengwei Xu
2023 J jnl
Towards Diversified IoT Image Recognition Services in Mobile Edge Computing.
IEEE Trans. Cloud Comput.
Chuntao Ding, Ao Zhou, Xiao Ma, Ning Zhang, Ching-Hsien Hsu, Shangguang Wang
2023 A conf
Towards Timely Edge-assisted Video Analytics Services.
ICWS
Xishuo Li, Shan Zhang, Yuejiao Huang, Xiao Ma, Zhiyuan Wang, Hongbin Luo
2023 J jnl
User-Oriented Edge Node Grouping in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Qing Li, Xiao Ma, Ao Zhou, Xiapu Luo, Fangchun Yang, Shangguang Wang
2022 A* conf
A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices.
WWW
Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu
2022 J jnl
A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices.
CoRR
Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu
2022 — conf
Collaborative Mobile Edge Computing Through UPF Selection.
CollaborateCom (2)
Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang
2022 A* conf
Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing.
WWW
Sisi Li, Ao Zhou, Xiao Ma, Mengwei Xu, Shangguang Wang
2022 J jnl
Cost-aware edge server placement.
Int. J. Web Grid Serv.
Qiyang Zhang, Shangguang Wang, Ao Zhou, Xiao Ma
2022 J jnl
From Earth to Space: A First Deployment of 5G Core Network on Satellite.
CoRR
Ruolin Xing, Xiao Ma, Ao Zhou, Schahram Dustdar, Shangguang Wang
2022 J jnl
Profit-Aware Edge Server Placement.
IEEE Internet Things J.
Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang
2022 J jnl
Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing.
ACM Trans. Internet Techn.
Ao Zhou, Xiao Ma, Siyi Gao, Shangguang Wang
2022 J jnl
QoS Driven Task Offloading With Statistical Guarantee in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Qing Li, Shangguang Wang, Ao Zhou, Xiao Ma, Fangchun Yang, Alex X. Liu
2022 J jnl
Resource-Aware Feature Extraction in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Chuntao Ding, Ao Zhou, Xiulong Liu, Xiao Ma, Shangguang Wang
2022 J jnl
Service Coverage for Satellite Edge Computing.
IEEE Internet Things J.
Qing Li, Shangguang Wang, Xiao Ma, Qibo Sun, Houpeng Wang, Suzhi Cao, Fangchun Yang
2022 J jnl
Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing.
IEEE J. Sel. Areas Commun.
Ao Zhou, Sisi Li, Xiao Ma, Shangguang Wang
2022 J jnl
SoC-Cluster as an Edge Server: an Application-driven Measurement Study.
CoRR
Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Chen, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu
2022 J jnl
Survey on tracking and registration technology for mobile augmented reality.
Int. J. Web Grid Serv.
Mingzhe Yang, Shangguang Wang, Ning Zhang, Ao Zhou, Xiao Ma
2022 J jnl
Towards Sustainable Satellite Edge Computing.
CoRR
Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang
2022 J jnl
Understanding and Optimizing Deep Learning Cold-Start Latency on Edge Devices.
CoRR
Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu
2021 J jnl
AoI-Delay Tradeoff in Mobile Edge Caching With Freshness-Aware Content Refreshing.
IEEE Trans. Wirel. Commun.
Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou
2021 J jnl
Cost-Efficient Resource Provisioning for Dynamic Requests in Cloud Assisted Mobile Edge Computing.
IEEE Trans. Cloud Comput.
Xiao Ma, Shangguang Wang, Shan Zhang, Peng Yang, Chuang Lin, Xuemin Shen
2021 J jnl
Edge-Enabled Distributed Deep Learning for 5G Privacy Protection.
IEEE Netw.
Qibo Sun, Jinliang Xu, Xiao Ma, Ao Zhou, Ching-Hsien Hsu, Shangguang Wang
2021 J jnl
Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing.
IEEE Internet Things J.
Xiao Ma, Ao Zhou, Qibo Sun, Shangguang Wang
2021 J jnl
From Cloud to Edge: A First Look at Public Edge Platforms.
CoRR
Mengwei Xu, Zhe Fu, Xiao Ma, Li Zhang, Yanan Li, Feng Qian, Shangguang Wang, Ke Li, Jingyu Yang, Xuanzhe Liu
2021 A conf
From cloud to edge: a first look at public edge platforms.
Internet Measurement Conference
Mengwei Xu, Zhe Fu, Xiao Ma, Li Zhang, Yanan Li, Feng Qian, Shangguang Wang, Ke Li, Jingyu Yang, Xuanzhe Liu
2021 J jnl
Joint Placement of UPF and Edge Server for 6G Network.
IEEE Internet Things J.
Yuanzhe Li, Xiao Ma, Mengwei Xu, Ao Zhou, Qibo Sun, Ning Zhang, Shangguang Wang
2021 — conf
Tiansuan Constellation: An Open Research Platform.
EDGE
Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun
2021 J jnl
Tiansuan Constellation: An Open Research Platform.
CoRR
Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun
2021 — conf
Towards Sustainable Satellite Edge Computing.
EDGE
Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang
2020 J jnl
AoI-Delay Tradeoff in Mobile Edge Caching with Freshness-Aware Content Refreshing.
CoRR
Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou
2020 A conf
Cognitive Service in Mobile Edge Computing.
ICWS
Chuntao Ding, Ao Zhou, Xiao Ma, Shangguang Wang
2020 A* conf
Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing.
INFOCOM
Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang
2020 J jnl
Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing.
CoRR
Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang
2020 J jnl
Dependency-Aware Task Scheduling in Vehicular Edge Computing.
IEEE Internet Things J.
Yujiong Liu, Shangguang Wang, Qinglin Zhao, Shiyu Du, Ao Zhou, Xiao Ma, Fangchun Yang
2020 J jnl
Hierarchical Federated Learning through LAN-WAN Orchestration.
CoRR
Jinliang Yuan, Mengwei Xu, Xiao Ma, Ao Zhou, Xuanzhe Liu, Shangguang Wang
2020 J jnl
Path Selection for Seamless Service Migration in Vehicular Edge Computing.
IEEE Internet Things J.
Jinliang Xu, Xiao Ma, Ao Zhou, Qiang Duan, Shangguang Wang
2020 J jnl
Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud.
IEEE Trans. Serv. Comput.
Ao Zhou, Shangguang Wang, Xiao Ma, Stephen S. Yau
2019 B conf
Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Update.
GLOBECOM
Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou
2019 J jnl
Two-level task scheduling with multi-objectives in geo-distributed and large-scale SaaS cloud.
World Wide Web
Puheng Zhang, Xiao Ma, Yanping Xiao, Wenzhuo Li, Chuang Lin
2018 J jnl
Energy-Aware Computation Offloading of IoT Sensors in Cloudlet-Based Mobile Edge Computing.
Sensors
Xiao Ma, Chuang Lin, Han Zhang, Jianwei Liu
2017 B conf
Cost-Efficient Resource Provisioning in Cloud Assisted Mobile Edge Computing.
GLOBECOM
Xiao Ma, Shan Zhang, Peng Yang, Ning Zhang, Chuang Lin, Xuemin Shen
2017 B conf
Cost-efficient workload scheduling in Cloud Assisted Mobile Edge Computing.
IWQoS
Xiao Ma, Shan Zhang, Wenzhuo Li, Puheng Zhang, Chuang Lin, Xuemin Shen
2017 — conf
Long-Term Multi-objective Task Scheduling with Diff-Serv in Hybrid Clouds.
WISE (1)
Puheng Zhang, Chuang Lin, Wenzhuo Li, Xiao Ma
2016 A conf
Monitoring-Based Task Scheduling in Large-Scale SaaS Cloud.
ICSOC
Puheng Zhang, Chuang Lin, Xiao Ma, Fengyuan Ren, Wenzhuo Li
2015 J jnl
Cooperative Coverage Extension for Relay-Union Networks.
IEEE Trans. Parallel Distributed Syst.
Yong Cui, Xiao Ma, Xiuzhen Cheng, Minming Li, Jiangchuan Liu, Tianze Ma, Yihua Guo, Biao Chen
2015 A conf
Game-theoretic Analysis of Computation Offloading for Cloudlet-based Mobile Cloud Computing.
MSWiM
Xiao Ma, Chuang Lin, Xudong Xiang, Congjie Chen
2015 B conf
Joint Media Streaming Optimization of Energy and Rebuffering Time in Cellular Networks.
ICPP
Zeqi Lai, Yong Cui, Yayun Bao, Jiangchuan Liu, Yingchao Zhao, Xiao Ma
2014 J jnl
Energy efficiency on location based applications in mobile cloud computing: a survey.
Computing
Lian Wang, Yong Cui, Ivan Stojmenovic, Xiao Ma, Jian Song
2014 J jnl
Policy-based flow control for multi-homed mobile terminals with IEEE 802.11u standard.
Comput. Commun.
Yong Cui, Xiao Ma, Jiangchuan Liu, Lian Wang, Yuri Ismailov
2013 J jnl
A Survey of Energy Efficient Wireless Transmission and Modeling in Mobile Cloud Computing.
Mob. Networks Appl.
Yong Cui, Xiao Ma, Hongyi Wang, Ivan Stojmenovic, Jiangchuan Liu
2012 — conf
Energy Efficiency on Location Based Applications in Mobile Cloud Computing: A Survey.
ANT/MobiWIS
Xiao Ma, Yong Cui, Ivan Stojmenovic