Tao Ouyang

Orcid: 0000-0002-9380-7238

According to our database1, Tao Ouyang authored at least 21 papers between 2018 and 2024.

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Bibliography

2024
Hydra: Hybrid-model federated learning for human activity recognition on heterogeneous devices.
J. Syst. Archit., February, 2024

What's the Story in EBS Glory: Evolutions and Lessons in Building Cloud Block Store.
Proceedings of the 22nd USENIX Conference on File and Storage Technologies, 2024

2023
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective.
IEEE Trans. Mob. Comput., November, 2023

BeeFlow: Behavior tree-based Serverless workflow modeling and scheduling for resource-constrained edge clusters.
J. Syst. Archit., October, 2023

HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association.
IEEE Trans. Parallel Distributed Syst., May, 2023

Adaptive User-Managed Service Placement for Mobile Edge Computing via Contextual Multi-Armed Bandit Learning.
IEEE Trans. Mob. Comput., March, 2023

QoS-aware Resource Optimization for Hierarchical Cross-Edge Video Analytics.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Dynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location.
Proceedings of the IEEE INFOCOM 2023, 2023

Fair DNN Model Selection in Edge AI via A Cooperative Game Approach.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Learning to Be Green: Carbon-Aware Online Control for Edge Intelligence with Colocated Learning and Inference.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Behavior Tree-based Workflow Modeling and Scheduling for Serverless Edge Computing.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

2022
Edge intelligence in motion: Mobility-aware dynamic DNN inference service migration with downtime in mobile edge computing.
J. Syst. Archit., 2022

Time is Gold: A Time-Dependent Incentive Mechanism Design for Fast Federated Learning.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022

Separating Data via Block Invalidation Time Inference for Write Amplification Reduction in Log-Structured Storage.
Proceedings of the 20th USENIX Conference on File and Storage Technologies, 2022

2021
Multijob Associated Task Scheduling for Cloud Computing Based on Task Duplication and Insertion.
Wirel. Commun. Mob. Comput., 2021

Controller Placements for Optimizing Switch-to-Controller and Inter-controller Communication Latency in Software Defined Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Flying MEC: Online Task Offloading, Trajectory Planning and Charging Scheduling for UAV-Assisted MEC.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

2019
Cost-Aware Edge Resource Probing for Infrastructure-Free Edge Computing: From Optimal Stopping to Layered Learning.
Proceedings of the IEEE Real-Time Systems Symposium, 2019

Adaptive User-managed Service Placement for Mobile Edge Computing: An Online Learning Approach.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Reliability-Aware Controller Placements in Software Defined Networks.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018
Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing.
IEEE J. Sel. Areas Commun., 2018


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