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Zheng Song 0001

Zheng "Jason" Song

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

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Books and Theses

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2020
[b1]
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Zheng Song:
Self-Adaptive Edge Services: Enhancing Reliability, Efficiency, and Adaptiveness under Unreliable, Scarce, and Dissimilar Resources. Virginia Tech, Blacksburg, VA, USA, 2020

Journal Articles

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2024
[j12]
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Khairul Mottakin, Kiran Davuluri, Mark Allison, Zheng Song:
SWiLoc: Fusing Smartphone Sensors and WiFi CSI for Accurate Indoor Localization. Sensors 24(19): 6327 (2024)
[j11]
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Zheng Song, Zhengquan Li, Eli Tilevich:
A meta-pattern for building QoS-optimal mobile services out of equivalent microservices. Serv. Oriented Comput. Appl. 18(2): 109-120 (2024)
2022
[j10]
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Yazhi Liu, Qianqian Wu, Jianwei Niu, Xiong Li, Zheng Song:
Imitation Learning Based Heavy-Hitter Scheduling Scheme in Software-Defined Industrial Networks. IEEE Trans. Ind. Informatics 18(6): 4254-4264 (2022)
2018
[j9]
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Ye Tian, Xiong Li, Arun Kumar Sangaiah, Edith C. H. Ngai, Zheng Song, Lanshan Zhang, Wendong Wang:
Privacy-preserving scheme in social participatory sensing based on Secure Multi-party Cooperation. Comput. Commun. 119: 167-178 (2018)
[j8]
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Zheng "Jason" Song, Jing Pu, Junjie Cheng, Eli Tilevich:
Performance and programming effort trade-offs of android persistence frameworks. J. Syst. Softw. 146: 99-111 (2018)
2017
[j7]
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Youjia Fang, Xin Chen, Zheng Song, Tianzi Wang, Yang Cao:
Modelling Propagation of Public Opinions on Microblogging Big Data Using Sentiment Analysis and Compartmental Models. Int. J. Semantic Web Inf. Syst. 13(1): 11-27 (2017)
[j6]
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Ye Tian, Wendong Wang, Jie Wu, Qinli Kou, Zheng Song, Edith C. H. Ngai:
Privacy-Preserving Social Tie Discovery Based on Cloaked Human Trajectories. IEEE Trans. Veh. Technol. 66(2): 1619-1630 (2017)
2016
[j5]
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Bo Zhang, Chi Harold Liu, Jianyu Lu, Zheng Song, Ziyu Ren, Jian Ma, Wendong Wang:
Privacy-preserving QoI-aware participant coordination for mobile crowdsourcing. Comput. Networks 101: 29-41 (2016)
[j4]
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Wendong Wang, Teng Xi, Edith C. H. Ngai, Zheng Song:
Energy-Efficient Collaborative Outdoor Localization for Participatory Sensing. Sensors 16(6): 762 (2016)
2015
[j3]
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Hui Gao, Chi Harold Liu, Wendong Wang, Jianxin Zhao, Zheng Song, Xin Su, Jon Crowcroft, Kin K. Leung:
A Survey of Incentive Mechanisms for Participatory Sensing. IEEE Commun. Surv. Tutorials 17(2): 918-943 (2015)
[j2]
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Bo Zhang, Zheng Song, Chi Harold Liu, Jian Ma, Wendong Wang:
An Event-Driven QoI-Aware Participatory Sensing Framework with Energy and Budget Constraints. ACM Trans. Intell. Syst. Technol. 6(3): 42:1-42:19 (2015)
2014
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Zheng Song, Chi Harold Liu, Jie Wu, Jian Ma, Wendong Wang:
QoI-Aware Multitask-Oriented Dynamic Participant Selection With Budget Constraints. IEEE Trans. Veh. Technol. 63(9): 4618-4632 (2014)

Conference and Workshop Papers

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2024
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Song Liao, Long Cheng, Xiapu Luo, Zheng Song, Haipeng Cai, Danfeng (Daphne) Yao, Hongxin Hu:
A First Look at Security and Privacy Risks in the RapidAPI Ecosystem. CCS 2024: 1626-1640
[c40]
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Mark Allison, Michael Farmer, Zheng Song:
Towards Distributed Learning to Support Situational Awareness for Robotic Team Augmented Humanitarian Disaster Response. CCWC 2024: 370-374
[c39]
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Zhengquan Li, Summit Shrestha, Zheng Song, Eli Tilevich:
Edge Cache on WiFi Access Points: Millisecond-Level App Latency Almost for Free. ICDCS 2024: 601-612
[c38]
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Zhengquan Li, Zheng Song:
Poster: Service Polymorphism: Enhancing Web Service Performance by Serving Clients Dissimilarly. ICDCS 2024: 1444-1445
[c37]
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Khairul Mottakin, Jinhua Guo, Zheng Song:
Cover More with Less: Eliminating Blind Spots for Surveillance Camera via Passive WiFi Sensing. ICPADS 2024: 84-91
[c36]
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Siddhi Baravkar, Olivia Pellegrini, Pratiksha Gaikwad, Eli Tilevich, Zheng Song:
"How Can I Be of Service?" - A Comprehensive Analysis of Web Service Integration Practices. ICWS 2024: 1206-1216
[c35]
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Jiaxi Li, Kiran Davuluri, Khairul Mottakin, Zheng Song, Fei Dou, Jin Lu:
Proximal Federated Learning for Body Mass Index Monitoring using Commodity WiFi. MobiCom 2024: 2061-2065
[c34]
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Nico Bokhari, Zhengquan Li, Zheng Song:
MQTT-EES: Optimizing Energy Efficiency by Aggregating Sensing Tasks on IoT Devices. VTC Fall 2024: 1-6
[c33]
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Khairul Mottakin, Demetrius Johnson, Jonathan Schall, Ryan Sauer, Olivia Pellegrini, Jie Shen, Zheng Song:
Drone-Car Collaboration for Advanced Mobility: A Survey. VTC Fall 2024: 1-7
2023
[c32]
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Summit Shrestha, Zhengquan Li, Khairul Mottakin, Zheng Song, Qiang Zhu:
From Tight Coupling to Flexibility: A Digital Twin Middleware Layer for the ShakeAlert System. SEC 2023: 313-318
[c31]
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Demetrius Johnson, Olivia Pellegrini, Ryan Sauer, Jonathan Schall, Khairul Mottakin, Zheng Song:
Extending Automotive Vision System by Unmanned Aerial Vehicles. MOST 2023: 223-224
[c30]
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Ziba Parsons, Fei Dou, Houyi Du, Zheng Song, Jin Lu:
Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM. NeurIPS 2023
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  - conf/percom/BhatnagarLST23
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Sarvesh Bhatnagar, Zhengquan Li, Zheng Song, Eli Tilevich:
OS³: The Art and the Practice of Searching for Open-Source Serverless Functions. PerCom Workshops 2023: 219-224
[c28]
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Andrew Ealovega, Zheng Song:
SensingBay: an Affordable Roadside Sensing System for Student Vehicle Competitions. VTC Fall 2023: 1-6
[c27]
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  - conf/wf-iot/DavuluriMSLA23
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Kiran Davuluri, Khairul Mottakin, Zheng Song, Jin Lu, Mark Allison:
BMEye: Public Health-Oriented Body Mass Index Monitoring Using Commodity WiFi. WF-IoT 2023: 1-6
2022
[c26]
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Zheng Song, Owen Rowader, Zhengquan Li, Maryam Tello, Eli Tilevich:
Quality of Information Matters: Recommending Web Services for Performance and Utility. CloudCom 2022: 41-48
[c25]
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  - conf/educon/SongSGZ22
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Zheng Song, Nidhi Shah, Jinhua Guo, Qiang Zhu:
Applying Project-based Learning to Improve Computer Networks Courses: An Experience Report. EDUCON 2022: 148-156
2020
[c24]
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Zheng Song, Eli Tilevich:
Win with What You Have: QoS-Consistent Edge Services with Unreliable and Dynamic Resources. ICDCS 2020: 530-540
[c23]
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  - conf/smds/CruzP0T20
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Breno Dantas Cruz, Arnab Kumar Paul, Zheng Song, Eli Tilevich:
Stargazer: A Deep Learning Approach for Estimating the Performance of Edge- Based Clustering Applications. SMDS 2020: 9-17
[c22]
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Breno Dantas Cruz, Junjie Cheng, Zheng Song, Eli Tilevich:
Understanding the Potential of Edge-Based Participatory Sensing: an Experimental Study. VTC Spring 2020: 1-5
2019
[c21]
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  - conf/cloudcom/BhatiaLST19
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Aabhas Bhatia, Shuangyi Li, Zheng Song, Eli Tilevich:
Exploiting Equivalence to Efficiently Enhance the Accuracy of Cognitive Services. CloudCom 2019: 143-150
[c20]
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Zheng Song, Junjie Cheng, Abhishek Chauhan, Eli Tilevich:
Pushing Participatory Sensing Further to the Edge. EDGE 2019: 24-26
[c19]
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Zheng Song, Eli Tilevich:
A Programming Model for Reliable and Efficient Edge-Based Execution under Resource Variability. EDGE 2019: 64-71
[c18]
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Zheng Song, Eli Tilevich:
Equivalence-Enhanced Microservice Workflow Orchestration to Efficiently Increase Reliability. ICWS 2019: 426-433
2018
[c17]
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  - conf/IEEEcloud/SongT18
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Zheng Song, Eli Tilevich:
PMDC: Programmable Mobile Device Clouds for Convenient and Efficient Service Provisioning. IEEE CLOUD 2018: 202-209
[c16]
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Zheng Song, Sanchit Chadha, Antuan Byalik, Eli Tilevich:
Programming support for sharing resources across heterogeneous mobile devices. MOBILESoft@ICSE 2018: 105-116
2017
[c15]
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  - conf/fmec/LeSKT17
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Minh Le, Zheng Song, Young-Woo Kwon, Eli Tilevich:
Reliable and efficient mobile edge computing in highly dynamic and volatile environments. FMEC 2017: 113-120
[c14]
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Zheng Song, Minh Le, Young-Woo Kwon, Eli Tilevich:
Extemporaneous Micro-Mobile Service Execution Without Code Sharing. ICDCS Workshops 2017: 181-186
[c13]
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Yin Liu, Zheng Song, Eli Tilevich:
Querying Invisible Objects: Supporting Data-Driven, Privacy-Preserving Distributed Applications. ManLang 2017: 60-72
[c12]
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Yan Zhang, Zheng Song, Ye Tian, Wendong Wang:
A Runtime Framework for Context-Sensitive Device-to-Device Communication. VTC Fall 2017: 1-5
2016
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  - conf/mascots/PuST16
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Jing Pu, Zheng "Jason" Song, Eli Tilevich:
Understanding the Energy, Performance, and Programming Effort Trade-Offs of Android Persistence Frameworks. MASCOTS 2016: 433-438
2015
[c10]
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  - conf/globecom/XiWNSTG15
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Teng Xi, Wendong Wang, Edith C. H. Ngai, Zheng Song, Ye Tian, Xiangyang Gong:
Energy-Efficient Collaborative Localization for Participatory Sensing System. GLOBECOM 2015: 1-6
[c9]
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  - conf/infocom/LiuSNMW15
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Xiaoyang Liu, Zheng Song, Edith C. H. Ngai, Jian Ma, Wendong Wang:
PM2: 5 monitoring using images from smartphones in participatory sensing. INFOCOM Workshops 2015: 630-635
[c8]
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  - conf/iwqos/XiNSTGW15
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Teng Xi, Edith C. H. Ngai, Zheng Song, Ye Tian, Xiangyang Gong, Wendong Wang:
Collaborative localization in participatory sensing with load balancing. IWQoS 2015: 61-62
[c7]
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  - conf/mobihoc/KouTSNW15
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Qinli Kou, Ye Tian, Zheng Song, Edith C. H. Ngai, Wendong Wang:
Privacy Preserving Social Tie Discovery Based on Cloaked Human Trajectories. HOTPOST@MobiHoc 2015: 13-18
2014
[c6]
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  - conf/iwqos/SongNMW14
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Zheng Song, Edith C. H. Ngai, Jian Ma, Wendong Wang:
A novel incentive negotiation mechanism for participatory sensing under budget constraints. IWQoS 2014: 326-331
[c5]
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  - conf/secon/SongZLVMW14
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Zheng Song, Bo Zhang, Chi Harold Liu, Athanasios V. Vasilakos, Jian Ma, Wendong Wang:
QoI-aware energy-efficient participant selection. SECON 2014: 248-256
[c4]
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  - conf/vtc/SongMDWGQ14
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Zheng Song, Jian Ma, Mingming Dong, Wendong Wang, Xiangyang Gong, Xirong Que:
Phone-Radar: Infrastructure-Free Device-to-Device Localization. VTC Spring 2014: 1
[c3]
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Zheng Song, Edith C. H. Ngai, Jian Ma, Xiangyang Gong, Yazhi Liu, Wendong Wang:
Incentive mechanism for participatory sensing under budget constraints. WCNC 2014: 3361-3366
2013
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Zheng Song, Yazhi Liu, Ran Ma, Xiangyang Gong, Wendong Wang:
Short paper: Multi-task-oriented dynamic participant selection for collaborative vehicle sensing. VNC 2013: 214-217
2012
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  - conf/cwsn/SongX0ZW12
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Zheng Song, Yongping Xiong, Jian Ma, Ke Zhang, Wendong Wang:
Dynamic Bluetooth Packet Selection Strategy Based on Wi-Fi White-Space Prediction. CWSN 2012: 401-412

Informal and Other Publications

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2018
[i1]
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Zheng "Jason" Song, Jing Pu, Junjie Cheng, Eli Tilevich:
Performance and Programming Effort Trade-offs of Android Persistence Frameworks. CoRR abs/1806.10716 (2018)

Coauthor Index

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