LI

NS

research
group

Learning, Incentives, and Optimization
for Networked Systems

For publications prior to 2016, see this list.

2020
    Y. Ruan, L. Zheng, M. Gorlatova, M. Chiang and C. Joe-Wong, The Economics of Fog Computing: Pricing Tradeoffs for Data Analytics, to appear in Fog and Fogonomics: Challenges and Practices of Fog Computing, Networking, Strategy and Economics, Wiley, 2020.
    J. Chung, C. Joe-Wong and S. Ha, Extending the Cloud to Fog: Highly Available Elastic Fog, to appear in Fog and Fogonomics: Challenges and Practices of Fog Computing, Networking, Strategy and Economics, Wiley, 2020.
    S. Liu, C. Joe-Wong, J. Chen, C. G. Brinton, C. W. Tan and L. Zheng, Economic Viability of a Virtual ISP, IEEE/ACM Transactions on Networking, 2020. Preliminary version appeared in IEEE INFOCOM 2017.
    X. Chen, S. Xu, J. Han, H. Fu, X. Pi, C. Joe-Wong, L. Zhang, H. Noh and P. Zhang, PAS: Prediction Based Actuation System for City-scale Ride Sharing Vehicular Mobile Crowdsensing, IEEE Internet of Things Journal, 2020.
    P. Rahimzadeh, J. Lee, Y. Im, S.-C. Mau, E. C. Lee, B. O. Smith, F. Al-Duoli, C. Joe-Wong and S. Ha, SPARCLE: Stream Processing Applications over Dispersed Computing Networks, to appear in IEEE ICDCS 2020.
    Z. Liu, G. Lan, J. Stojkovic, Y. Zhang, C. Joe-Wong and M. Gorlatova, CollabAR: Edge-assisted Collaborative Image Recognition for Mobile Augmented Reality, ACM IPSN 2020.
    K. T. Kim, C. Joe-Wong and M. Chiang, Coded Edge Computing, to appear in IEEE INFOCOM 2020.
    T. Mohamed, C. Joe-Wong, R. Babbar and M. Di Francesco, Distributed Inference Acceleration with Adaptive DNN Partitioning and Offloading, to appear in IEEE INFOCOM 2020.
    Y. Ruan and C. Joe-Wong, On the Economic Value of Mobile Caching, to appear in IEEE INFOCOM 2020.
    Y. Tu, Y. Ruan, S. Wagle, C. G. Brinton and C. Joe-Wong, Network-Aware Optimization of Distributed Learning for Fog Computing, to appear in IEEE INFOCOM 2020.
    X. Zhang, J. Wang, G. Joshi and C. Joe-Wong, Machine Learning on Volatile Instances, to appear in IEEE INFOCOM 2020.
    J. Zuo, X. Zhang and C. Joe-Wong, Observe Before Play: Multi-Armed Bandits with Pre-Observations, AAAI 2020.
2019
    S. Xu, X. Chen, C. Joe-Wong, P. Zhang and H. Noh, iLoCuS: Incentivizing Vehicle Mobility to Optimize Sensing Distribution in Crowd Sensing, IEEE Transactions on Mobile Computing, 2019.
    M. Harishankar, S. Pilaka, P. Sharma, N. Srinivasan, C. Joe-Wong, and P. Tague, Procuring Spontaneous Session-level Resource Guarantees for Real-time Applications: An Auction Approach, IEEE Journal on Selected Areas in Communications, 2019.
    S. Sen, C. Joe-Wong, S. Ha and M. Chiang, Time-Dependent Pricing for Multimedia Data Traffic: Analysis, Systems, & Trials, IEEE Journal on Selected Areas in Communications, 2019.
    X. Zhang, S. Chen, Y. Im, M. Gorlatova, S. Ha and C. Joe-Wong, Towards Automated Network Management: Learning the Optimal Protocol Selction, IEEE ICNP 2019 (short paper).
    E. Aryafar, A. Keshavarz-Haddad and C. Joe-Wong, Proportional Fair RAT Aggregation in HetNets, ITC 31.
    P. Rahimzadeh, Y. Im, G. Jung, C. Joe-Wong and S. Ha, ECHO: Efficiently Overbooking Applications to Create a Highly Available Cloud, IEEE ICDCS 2019.
    J. Lee, J. Lee, Y. Im, S. Sathyanarayana, P. Rahimzadeh, X. Zhang, M. Hollingsworth, C. Joe-Wong, D. Grunwald and S. Ha, CASTLE over the Air: Distributed Scheduling for Cellular Data Transmissions, ACM MobiSys 2019.
    Y. Im, P. Rahimzadeh, B. Shouse, S. Park, C. Joe-Wong, K. Lee and S. Ha, I Sent It: Where Does Slow Data Go to Wait?, ACM EuroSys 2019.
    Y. Jiang, M. Shahrad, D. Wentzlaff, D. H. K. Tsang and C. Joe-Wong, Burstable Instances for Clouds: Performance Modeling, Equilibrium Analysis, and Revenue Maximization, IEEE INFOCOM 2019.
    P. Kortoci, L. Zheng, C. Joe-Wong, M. Di Francesco and M. Chiang, Fog-based Data Offloading in Urban IoT Scenarios, IEEE INFOCOM 2019.
    X. Zhang, S. Chen, Y. Im, M. Gorlatova, S. Ha and C. Joe-Wong, Optimal Learning-based Network Protocol Selection, ACM/IEEE ISCA Workshop on Machine Learning for Systems 2019.
    X. Chen, S. Xu, H. Fu, C. Joe-Wong, L. Zhang, H. Y. Noh and P. Zhang, ASC: Actuation System for City-wide Crowdsensing with Ride-sharing Vehicular Platform, Fourth Workshop on International Science of Smart City Operations and Platforms Engineering, co-located with CPS IoT Week 2019.
    S. Xu, X. Chen, X. Pi, C. Joe-Wong, P. Zhang and H. Y. Noh, Incentivizing Vehicular Crowdsensing System for Large Scale Smart City Applications, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2019.
    J. Stojkovic, Z. Liu, G. Lan, C. Joe-Wong and M. Gorlatova, Edge-assisted Collaborative Image Recognition for Augmented Reality, ACM SenSys 2019 (demo).
    S. Yerabolu, S. Gomena, E. Aryafar and C. Joe-Wong, An Edge Computing Marketplace for Distributed Machine Learning ACM SIGCOMM 2019 (demo).
    S. Sathyanarayana, J. Lee, J. Lee, Y. Im, P. Rahimzadeh, X. Zhang, M. Hollingsworth, C. Joe-Wong, D. Grunwald and S. Ha, Demo: CASTLE over the Air: Distributed Scheduling for Cellular Data Transmissions, ACM MobiSys 2019 (demo).
2018
    C. Joe-Wong, L. Zheng and J. Chen, Oligopoly Pricing, Encyclopedia for Wireless Networks, Springer, 2018.
    C. Joe-Wong and S. Sen, Harnessing the Power of the Cloud: Revenue, Fairness, and Cloud Neutrality, Journal of Management and Information Systems, 2018.
    C. Joe-Wong, S. Sen and S. Ha, Sponsoring Mobile Data: Analyzing the Impact on Internet Stakeholders, IEEE/ACM Transactions on Networking, 2018. Preliminary version appeared in IEEE INFOCOM 2015.
    W. Chen, C. Joe-Wong, C. G. Brinton, L. Zheng and D. Cao, Principles of Assessing Adaptive Online Courses, Educational Data Mining 2018.
    M. Harishankar, N. Srinivasan, C. Joe-Wong and P. Tague, To Accept or Not to Accept: The Question of Supplemental Discount Offers in Mobile Data Plans, IEEE INFOCOM 2018.
    M. Khodak, L. Zheng, A. S. Lan, C. Joe-Wong and M. Chiang, Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies, IEEE INFOCOM 2018.
    T. Oda and C. Joe-Wong, MOVI: A Model-Free Approach to Dynamic Fleet Management, IEEE INFOCOM 2018.
    T.-Y. Yang, C. G. Brinton and C. Joe-Wong, Predicting Learner Interactions in Social Learning Networks, IEEE INFOCOM 2018.
    L. Zheng, C. Joe-Wong, M. Andrews and M. Chiang, Optimizing Data Plans: Usage Dynamics in Mobile Data Networks, IEEE INFOCOM 2018.
    M. Harishankar, P. Tague and C. Joe-Wong, Network Slicing as an Ad-Hoc Service: Opportunities and Challenges in Enabling User-Driven Resource Management in 5G, Workshop on Trustworthy & Real-time Edge Computing for Cyber-Physical Systems (TREC4CPS), co-located with IEEE RTSS 2018.
    Y. Ruan and C. Joe-Wong, On the Economic Value of Vehicular Caching, ACM SIGMETRICS Work-in-Progress 2018.
    J. Zuo, X. Zhang and C. Joe-Wong, Observe before Play: Multi-armed Bandit with Pre-Observations, ACM SIGMETRICS Work-in-Progress 2018.
2017
    C. Joe-Wong, L. Zheng, S. Ha, S. Sen, C. W. Tan and M. Chiang, Smart Data Pricing in 5G Systems, Key Technologies for 5G Wireless Systems, Cambridge University Press, 2017.
    T.-Y. Yang, C. G. Brinton, C. Joe-Wong and M. Chiang, Behavior-Based Grade Prediction for MOOCs via Time Series Neural Networks, IEEE Journal of Special Topics in Signal Processing, 2017.
    K. Shin, C. Joe-Wong, S. Ha, Y. Yi, I. Rhee and D. Reeves, T-Chain: A General Incentive Scheme for Cooperative Computing, IEEE/ACM Transactions on Networking, February 2017. Preliminary version appeared in ICDCS 2015.
    L. Zheng, C. Joe-Wong, C. W. Tan, S. Ha and M. Chiang, Customized Data Plans for Mobile Users: Feasibility and Benefits of Data Trading, IEEE Journal of Selected Areas in Communications, May 2017. Preliminary version appeared in IEEE INFOCOM 2015.
    L. Zheng, J. Chen, C. Joe-Wong, C. W. Tan and M. Chiang, An Economic Analysis of Wireless Network Infrastructure Sharing, WiOpt 2017.
    E. Aryafar, A. Keshavarz-Haddad, C. Joe-Wong and M. Chiang, Max-Min Fair Resource Allocation in HetNets: Distributed Algorithms and Hybrid Architecture, IEEE ICDCS 2017.
    Y. Im, J. Han, J. H. Lee, Y. Kwon, C. Joe-Wong, T. Kwon and S. Ha, FLARE: Coordinated Rate Adaptation for HTTP Adaptive Streaming in Cellular Networks, IEEE ICDCS 2017.
    Z. Huang, M. Weinberg, L. Zheng, M. Chiang and C. Joe-Wong, Discovering Valuations and Enforcing Truthfulness in a Deadline-Aware Scheduler, IEEE INFOCOM 2017.
    P. Rahimzadeh, C. Joe-Wong, K. Shin, Y. Im, J. Lee and S. Ha, SVC-TChain: Incentivizing Good Behavior in Layered P2P Video Streaming, IEEE INFOCOM 2017.
    L. Zheng, C. Joe-Wong, J. Chen, C. G. Brinton, C. W. Tan and M. Chiang, Economic Viability of a Virtual ISP, IEEE INFOCOM 2017.
    A. Jauhri, C. Joe-Wong and J. P. Shen, On the Real-Time Vehicle Placement Problem, NIPS Workshop on Machine Learning for Intelligent Transportation Systems 2017.
2016
    C. Joe-Wong, S. Ha, Z. Liu, F. M. F. Wong and M. Chiang, Mind Your Own Bandwidth, Fog for 5G and IoT, Wiley, 2016. Preliminary version appeared in IEEE/ACM IWQoS 2015.
    Y. Im, C. Joe-Wong, S. Ha, S. Sen, T. Kwon, and M. Chiang, AMUSE: Empowering Users for Cost-Aware Offloading with Throughput-Delay Tradeoffs, IEEE Transactions on Mobile Computing, May 2016. Preliminary version appeared in IEEE INFOCOM 2013 (mini-conference).
    C. Joe-Wong, Y. Im, K. Shin and S. Ha, A Performance Analysis of Incentive Mechanisms for Cooperative Computing, IEEE ICDCS 2016.
    L. Zheng, C. Joe-Wong, C. Brinton, C. W. Tan, S. Ha and M. Chiang, On the Viability of a Cloud Virtual Service Provider, ACM SIGMETRICS 2016.
    S. Sen, C. Joe-Wong, S. Ha and M. Chiang, Time-Dependent Pricing in Mobile Data Plans: Results from a Field Deployment in Alaska, WITS 2016.
    Y. Wang, C. Joe-Wong and S. Sen, Congestion Externalities, Content Exclusivity, and Internet Fragmentation, WITS (Workshop on Internet Technologies and Systems) 2016 (poster).
    L. Zheng and C. Joe-Wong, Understanding Rollover Data, Smart Data Pricing Workshop 2016.