Xiao Ma

According to our database, Xiao Ma authored at least 55 papers between 2012 and 2024.

Collaborative distances:

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

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

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

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

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

2023

Placing Timely Refreshing Services at the Network Edge.

Xishuo Li, Shan Zhang, Hongbin Luo, Xiao Ma, Junyi He

IEEE Internet Things J., September, 2023

Online Service Request Duplicating for Vehicular Applications.

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

IEEE Trans. Mob. Comput., 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

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

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

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

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

Towards Timely Edge-assisted Video Analytics Services.

Xishuo Li, Shan Zhang, Yuejiao Huang, Xiao Ma, Zhiyuan Wang, Hongbin Luo

Proceedings of the IEEE International Conference on Web Services, 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

Freshness-aware Content Update for Earth Observation: Trading Off AoI and Accuracy.

Yuran Guo, Xiao Ma, Qibo Sun, Ao Zhou

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

Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites.

Yijie Chen, Qiyang Zhang, Yiran Zhang, Xiao Ma, Ao Zhou

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

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

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

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

Ao Zhou, Sisi Li, Xiao Ma, Shangguang Wang

IEEE J. Sel. Areas Commun., 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

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

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

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

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

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

AoI-Delay Tradeoff in Mobile Edge Caching With Freshness-Aware Content Refreshing.

Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou

IEEE Trans. Wirel. Commun., 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

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

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

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

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

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

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

Hierarchical Federated Learning through LAN-WAN Orchestration.

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

CoRR, 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

2019

Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Update.

Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2017

Cost-efficient workload scheduling in Cloud Assisted Mobile Edge Computing.

Xiao Ma, Shan Zhang, Wenzhuo Li, Puheng Zhang, Chuang Lin, Xuemin Shen

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

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

Xiao Ma, Shan Zhang, Peng Yang, Ning Zhang, Chuang Lin, Xuemin Shen

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2015

Cooperative Coverage Extension for Relay-Union Networks.

Yong Cui, Xiao Ma, Xiuzhen Cheng, Minming Li, Jiangchuan Liu, Tianze Ma, Yihua Guo, Biao Chen

IEEE Trans. Parallel Distributed Syst., 2015

Joint Media Streaming Optimization of Energy and Rebuffering Time in Cellular Networks.

Zeqi Lai, Yong Cui, Yayun Bao, Jiangchuan Liu, Yingchao Zhao, Xiao Ma

Proceedings of the 44th International Conference on Parallel Processing, 2015

2014

Energy efficiency on location based applications in mobile cloud computing: a survey.

Lian Wang, Yong Cui, Ivan Stojmenovic, Xiao Ma, Jian Song

Computing, 2014

Policy-based flow control for multi-homed mobile terminals with IEEE 802.11u standard.

Yong Cui, Xiao Ma, Jiangchuan Liu, Lian Wang, Yuri Ismailov

Comput. Commun., 2014

2013

A Survey of Energy Efficient Wireless Transmission and Modeling in Mobile Cloud Computing.

Yong Cui, Xiao Ma, Hongyi Wang, Ivan Stojmenovic, Jiangchuan Liu

Mob. Networks Appl., 2013

2012

Energy Efficiency on Location Based Applications in Mobile Cloud Computing: A Survey.

Xiao Ma, Yong Cui, Ivan Stojmenovic

Proceedings of the 3rd International Conference on Ambient Systems, 2012