Zheng Song

Orcid: 0000-0003-2698-1559

Affiliations:
  • University of Michigan, Dearborn, MI, USA
  • Virginia Tech, Software Innovations Lab, Blacksburg, VA, USA (PhD 2020)


According to our database1, Zheng Song authored at least 40 papers between 2012 and 2023.

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Bibliography

2023
SensingBay: an Affordable Roadside Sensing System for Student Vehicle Competitions.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

OS<sup>3</sup>: The Art and the Practice of Searching for Open-Source Serverless Functions.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Extending Automotive Vision System by Unmanned Aerial Vehicles.
Proceedings of the IEEE International Conference on Mobility, 2023

From Tight Coupling to Flexibility: A Digital Twin Middleware Layer for the ShakeAlert System.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

2022
Imitation Learning Based Heavy-Hitter Scheduling Scheme in Software-Defined Industrial Networks.
IEEE Trans. Ind. Informatics, 2022

Applying Project-based Learning to Improve Computer Networks Courses: An Experience Report.
Proceedings of the IEEE Global Engineering Education Conference, 2022

Quality of Information Matters: Recommending Web Services for Performance and Utility.
Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2022

2020
Understanding the Potential of Edge-Based Participatory Sensing: an Experimental Study.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Stargazer: A Deep Learning Approach for Estimating the Performance of Edge- Based Clustering Applications.
Proceedings of the IEEE International Conference on Smart Data Services, 2020

Win with What You Have: QoS-Consistent Edge Services with Unreliable and Dynamic Resources.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019
Equivalence-Enhanced Microservice Workflow Orchestration to Efficiently Increase Reliability.
Proceedings of the 2019 IEEE International Conference on Web Services, 2019

A Programming Model for Reliable and Efficient Edge-Based Execution under Resource Variability.
Proceedings of the 3rd IEEE International Conference on Edge Computing, 2019

Pushing Participatory Sensing Further to the Edge.
Proceedings of the 3rd IEEE International Conference on Edge Computing, 2019

Exploiting Equivalence to Efficiently Enhance the Accuracy of Cognitive Services.
Proceedings of the 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2019

2018
Performance and programming effort trade-offs of android persistence frameworks.
J. Syst. Softw., 2018

Privacy-preserving scheme in social participatory sensing based on Secure Multi-party Cooperation.
Comput. Commun., 2018

Programming support for sharing resources across heterogeneous mobile devices.
Proceedings of the 5th International Conference on Mobile Software Engineering and Systems, MOBILESoft@ICSE 2018, Gothenburg, Sweden, May 27, 2018

PMDC: Programmable Mobile Device Clouds for Convenient and Efficient Service Provisioning.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
Privacy-Preserving Social Tie Discovery Based on Cloaked Human Trajectories.
IEEE Trans. Veh. Technol., 2017

Modelling Propagation of Public Opinions on Microblogging Big Data Using Sentiment Analysis and Compartmental Models.
Int. J. Semantic Web Inf. Syst., 2017

A Runtime Framework for Context-Sensitive Device-to-Device Communication.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Querying Invisible Objects: Supporting Data-Driven, Privacy-Preserving Distributed Applications.
Proceedings of the 14th International Conference on Managed Languages and Runtimes, 2017

Extemporaneous Micro-Mobile Service Execution Without Code Sharing.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

Reliable and efficient mobile edge computing in highly dynamic and volatile environments.
Proceedings of the Second International Conference on Fog and Mobile Edge Computing, 2017

2016
Energy-Efficient Collaborative Outdoor Localization for Participatory Sensing.
Sensors, 2016

Privacy-preserving QoI-aware participant coordination for mobile crowdsourcing.
Comput. Networks, 2016

Understanding the Energy, Performance, and Programming Effort Trade-Offs of Android Persistence Frameworks.
Proceedings of the 24th IEEE International Symposium on Modeling, 2016

2015
An Event-Driven QoI-Aware Participatory Sensing Framework with Energy and Budget Constraints.
ACM Trans. Intell. Syst. Technol., 2015

A Survey of Incentive Mechanisms for Participatory Sensing.
IEEE Commun. Surv. Tutorials, 2015

Privacy Preserving Social Tie Discovery Based on Cloaked Human Trajectories.
Proceedings of the 7th International Workshop on Hot Topics in Planet-scale mObile computing and online Social neTworking, 2015

Collaborative localization in participatory sensing with load balancing.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

PM2: 5 monitoring using images from smartphones in participatory sensing.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Energy-Efficient Collaborative Localization for Participatory Sensing System.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
QoI-Aware Multitask-Oriented Dynamic Participant Selection With Budget Constraints.
IEEE Trans. Veh. Technol., 2014

Incentive mechanism for participatory sensing under budget constraints.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Phone-Radar: Infrastructure-Free Device-to-Device Localization.
Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

QoI-aware energy-efficient participant selection.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

A novel incentive negotiation mechanism for participatory sensing under budget constraints.
Proceedings of the IEEE 22nd International Symposium of Quality of Service, 2014

2013
Short paper: Multi-task-oriented dynamic participant selection for collaborative vehicle sensing.
Proceedings of the 2013 IEEE Vehicular Networking Conference, 2013

2012
Dynamic Bluetooth Packet Selection Strategy Based on Wi-Fi White-Space Prediction.
Proceedings of the Advances in Wireless Sensor Networks, 2012


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