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Works (27)

Empowering Federated Learning With Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics

IEEE Transactions on Signal Processing
2025 | Journal article
DOI: 10.1109/TSP.2025.3526782
Contributors: Ming Xiang; Stratis Ioannidis; Edmund Yeh; Carlee Joe-Wong; Lili Su
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Federated Learning with Flexible Architectures

2024 | Book chapter
DOI: 10.1007/978-3-031-70344-7_9
Contributors: Jong-Ik Park; Carlee Joe-Wong
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Online Management for Edge-Cloud Collaborative Continuous Learning: A Two-Timescale Approach

IEEE Transactions on Mobile Computing
2024-12 | Journal article
DOI: 10.1109/TMC.2024.3451715
Contributors: Shaohui Lin; Xiaoxi Zhang; Yupeng Li; Carlee Joe-Wong; Jingpu Duan; Dongxiao Yu; Yu Wu; Xu Chen
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How Valuable is Your Data? Optimizing Client Recruitment in Federated Learning

IEEE/ACM Transactions on Networking
2024-10 | Journal article
DOI: 10.1109/TNET.2024.3422264
Contributors: Yichen Ruan; Xiaoxi Zhang; Carlee Joe-Wong
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Introduction to the Special Issue on Full-Stack Codesign for Robust and Secure AI-Enabled Autonomous Transportation Systems

ACM Journal on Autonomous Transportation Systems
2024-09-30 | Journal article
DOI: 10.1145/3665989
Contributors: Kshitij Bhardwaj; Bhavya Kailkhura; Kartikeya Bhardwaj; Carlee Joe-Wong
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DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets

IEEE Transactions on Mobile Computing
2024-07 | Journal article
DOI: 10.1109/TMC.2023.3337016
Contributors: Weijie Liu; Xiaoxi Zhang; Jingpu Duan; Carlee Joe-Wong; Zhi Zhou; Xu Chen
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Poster: Drive-by City Wide Trash Sensing for Neighborhood Sanitation Need

2024-06-03 | Conference paper
DOI: 10.1145/3643832.3661431
Contributors: Tomas Fernandez; Yen Cheng Chang; Jesse Codling; Yiwen Dong; Jiale Zhang; Carlee Joe-Wong; Hae Young Noh; Pei Zhang
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Learning With Side Information: Elastic Multi-Resource Control for the Open RAN

IEEE Journal on Selected Areas in Communications
2024-02 | Journal article
DOI: 10.1109/JSAC.2023.3339174
Contributors: Xiaoxi Zhang; Jinhang Zuo; Zhe Huang; Zhi Zhou; Xu Chen; Carlee Joe-Wong
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Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework

IEEE Transactions on Services Computing
2024-01 | Journal article
DOI: 10.1109/TSC.2023.3332349
Contributors: Marie Siew; Shikhar Sharma; Kun Guo; Desmond Cai; Wanli Wen; Carlee Joe-Wong; Tony Q.S. Quek
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Predicting Learning Interactions in Social Learning Networks: A Deep Learning Enabled Approach

IEEE/ACM Transactions on Networking
2023 | Journal article
DOI: 10.1109/TNET.2023.3237978
Contributors: Rajeev Sahay; Serena Nicoll; Minjun Zhang; Tsung-Yen Yang; Carlee Joe-Wong; Kerrie A. Douglas; Christopher G. Brinton
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Cache-Enabled Federated Learning Systems

2023-10-23 | Conference paper
DOI: 10.1145/3565287.3610264
Contributors: Yuezhou Liu; Lili Su; Carlee Joe-Wong; Stratis Ioannidis; Edmund Yeh; Marie Siew
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Optimal Network Protocol Selection for Competing Flows via Online Learning

IEEE Transactions on Mobile Computing
2023-08-01 | Journal article
DOI: 10.1109/TMC.2022.3162880
Contributors: Xiaoxi Zhang; Siqi Chen; Yunfan Zhang; Youngbin Im; Maria Gorlatova; Sangtae Ha; Carlee Joe-Wong
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Dynamic Coupling Strategy for Interdependent Network Systems Against Cascading Failures

IEEE Transactions on Network Science and Engineering
2023-07-01 | Journal article
DOI: 10.1109/TNSE.2023.3245105
Contributors: I-Cheng Lin; Osman Yağan; Carlee Joe-Wong
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An Online Control Approach of Collaborative Federated Learning with Constrained Resources

2023-06-29 | Conference paper
DOI: 10.1145/3600061.3603138
Contributors: Shaohui Lin; Xiaoxi Zhang; Yupeng Li; Carlee Joe-Wong; Jingpu Duan; Xu Chen
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Near-optimal Online Algorithms for Joint Pricing and Scheduling in EV Charging Networks

2023-06-20 | Conference paper
DOI: 10.1145/3575813.3576878
Contributors: Roozbeh Bostandoost; Bo Sun; Carlee Joe-Wong; Mohammad Hajiesmaili
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FedRule: Federated Rule Recommendation System with Graph Neural Networks

2023-05-09 | Conference paper
DOI: 10.1145/3576842.3582328
Contributors: Yuhang Yao; Mohammad Mahdi Kamani; Zhongwei Cheng; Lin Chen; Carlee Joe-Wong; Tianqiang Liu
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Poster Abstract: Fair Training of Multiple Federated Learning Models on Resource Constrained Network Devices

2023-05-09 | Conference paper
DOI: 10.1145/3583120.3589835
Contributors: Marie Siew; Shoba Arunasalam; Yichen Ruan; Ziwei Zhu; Lili Su; Stratis Ioannidis; Edmund Yeh; Carlee Joe-Wong
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MoDEMS: Optimizing Edge Computing Migrations for User Mobility

IEEE Journal on Selected Areas in Communications
2023-03 | Journal article
DOI: 10.1109/JSAC.2022.3229425
Contributors: Taejin Kim; Sandesh Dhawaskar Sathyanarayana; Siqi Chen; Youngbin Im; Xiaoxi Zhang; Sangtae Ha; Carlee Joe-Wong
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Machine Learning on Volatile Instances: Convergence, Runtime, and Cost Tradeoffs

IEEE/ACM Transactions on Networking
2022-02 | Journal article
DOI: 10.1109/TNET.2021.3112082
Contributors: Xiaoxi Zhang; Jianyu Wang; Li-Feng Lee; Tom Yang; Akansha Kalra; Gauri Joshi; Carlee Joe-Wong
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Network-Aware Optimization of Distributed Learning for Fog Computing

IEEE/ACM Transactions on Networking
2021-10 | Journal article
DOI: 10.1109/TNET.2021.3075432
Contributors: Su Wang; Yichen Ruan; Yuwei Tu; Satyavrat Wagle; Christopher G. Brinton; Carlee Joe-Wong
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Burstable Instances for Clouds: Performance Modeling, Equilibrium Analysis, and Revenue Maximization

IEEE/ACM Transactions on Networking
2020-12 | Journal article
DOI: 10.1109/TNET.2020.3015523
Contributors: Yuxuan Jiang; Mohammad Shahrad; David Wentzlaff; Danny H. K. Tsang; Carlee Joe-Wong
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PAS: Prediction-Based Actuation System for City-Scale Ridesharing Vehicular Mobile Crowdsensing

IEEE Internet of Things Journal
2020-05 | Journal article
DOI: 10.1109/JIOT.2020.2968375
Contributors: Xinlei Chen; Susu Xu; Jun Han; Haohao Fu; Xidong Pi; Carlee Joe-Wong; Yong Li; Lin Zhang; Hae Young Noh; Pei Zhang
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Economic Viability of a Virtual ISP

IEEE/ACM Transactions on Networking
2020-04 | Journal article
DOI: 10.1109/TNET.2020.2977198
Contributors: Shengxin Liu; Carlee Joe-Wong; Jiasi Chen; Christopher G. Brinton; Chee Wei Tan; Liang Zheng
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Sponsoring Mobile Data: Analyzing the Impact on Internet Stakeholders

IEEE/ACM Transactions on Networking
2018-06 | Journal article
DOI: 10.1109/TNET.2018.2826531
Contributors: Carlee Joe-Wong; Soumya Sen; Sangtae Ha
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<italic>T-Chain</italic>: A General Incentive Scheme for Cooperative Computing

IEEE/ACM Transactions on Networking
2017-08 | Journal article
DOI: 10.1109/TNET.2017.2685560
Contributors: Kyuyong Shin; Carlee Joe-Wong; Sangtae Ha; Yung Yi; Injong Rhee; Douglas S. Reeves
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Interdatacenter Job Routing and Scheduling With Variable Costs and Deadlines

IEEE Transactions on Smart Grid
2015-11 | Journal article
DOI: 10.1109/TSG.2015.2453398
Contributors: Carlee Joe-Wong; Ioannis Kamitsos; Sangtae Ha
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Topology of classical molecular optimal control landscapes for multi-target objectives

The Journal of Chemical Physics
2015-04-21 | Journal article
DOI: 10.1063/1.4918274
Contributors: Carlee Joe-Wong; Tak-San Ho; Herschel Rabitz; Rebing Wu
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