Publications

Yongjie Guan, Xueyu Hou, Nan Wu, Bo Han, Tao Han. MetaStream: Live Volumetric Content Capture, Creation, Delivery, and Rendering in Real Time. The 29th Annual International Conference On Mobile Computing And Networking (MobiCom 23), 2023.

Jie Lin, Peng Yang, Wen Wu, Ning Zhang, Tao Han, Li Yu. Learning-Based Query Scheduling and Resource Allocation for Low-Latency Mobile Edge Video Analytics. IEEE Internet of Things Journal, 2023.

Xueyu Hou, Yongjie Guan, Tao Han. Dystri: A Dynamic Inference based Distributed DNN Service Framework on Edge. International Conference on Parallel Processing (ICPP 23), 2023.

Yuru Zhang, Yongjie Xue, Qiang Liu, Nakjung Choi, Tao Han. RoNet: Toward Robust Neural Assisted Mobile Network Configuration. IEEE International Conference on Communications (ICC), 2023.

Qiang Liu, Nakjung Choi, Tao Han. Atlas: Automate Online Service Configuration in Network Slicing. The 18th International Conference on emerging Networking EXperiments and Technologies (ACM CoNEXT), 2022.

Xueyu Hou, Yongjie Guan, Tao Han. NeuLens: Spatial-based Dynamic Acceleration of Convolutional Neural Networks on Edge. The 28th Annual International Conference On Mobile Computing And Networking (ACM MobiCom), 2022.

Qiang Liu, Nakjung Choi, Tao Han. Deep Reinforcement Learning for End-to-End Network Slicing: Challenges and Solutions. IEEE Network, 2022.

Yongjie Guan, Xueyu Hou, Nan Wu, Bo Han, Tao Han. DeepMix: Mobility-aware, Lightweight, and Hybrid 3D Object Detection for Headsets. The 20th Annual International Conference on Mobile Systems, Applications and Services (ACM MobiSys 22), 2022.

Xueyu Hou, Yongjie Guan, Tao Han, Ning Zhang. DistrEdge: Speeding up Convolutional Neural Network Inference on Distributed Edge Devices. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022.

Fatima Salahdine, Qiang Liu, Tao Han. Towards Secure and Intelligent Network Slicing for 5G Networks. IEEE Open Journal of the Computer Society, 2022.

Xiaoming Yuan, Jiahui Chen, Jiayu Yang, Ning Zhang, Tingting Yang, Tao Han, Amir Taherkordi. FedSTN: Graph Representation Driven Federated Learning for Edge Computing Enabled Urban Traffic Flow Prediction. IEEE Transactions on Intelligent Transportation Systems, 2022.

Zhi Ma, Sheng Zhang, Zhiqi Chen, Tao Han, Zhuzhong Qian, Mingjun Xiao, Ning Chen, Jie Wu, Sanglu Lu. Towards Revenue-Driven Multi-User Online Task Offloading in Edge Computing. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022.

Fatima Salahdine, Johnson Opadere, Qiang Liu, Tao Han, Ning Zhang, Shaohua Wu. A survey on sleep mode techniques for ultra-dense networks in 5G and beyond. Computer Networks, 2021.

Qiang Liu, Nakjung Choi, Tao Han. OnSlicing: Online end-to-end network slicing with reinforcement learning. The 17th International Conference on emerging Networking EXperiments and Technologies (ACM CoNEXT), 2021.

Taojiannan Yang, Sijie Zhu, Matias Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen. MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2021.

Jie Lin, Peng Yang, Wen Wu, Ning Zhang, Tao Han, Li Yu. Edge Learning for Low-Latency Video Analytics: Query Scheduling and Resource Allocation. IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS), 2021.

Qiang Liu, Nakjung Choi, Tao Han. Constraint-Aware Deep Reinforcement Learning for End-to-End Resource Orchestration in Mobile Networks. IEEE International Conference on Network Protocols (ICNP), 2021.

Qiang Liu, Tao Han, Jiang Linda Xie, BaekGyu Kim. LiveMap: Real-Time Dynamic Map in Automotive Edge Computing. IEEE Conference on Computer Communications (INFOCOM), 2021.

Qiang Liu, Tao Han, Ning Zhang, Ye Wang. DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing. IEEE Global Communications Conference (GLOBECOM), 2020.

Luocheng Wang, Yongjie Guan, Tianze Chen, Ephraim Moges, Tao Han, Tiefu Zhao. Evaluation of Wireless Communication Networks on Secondary Control in Underwater Microgrid. IEEE Energy Conversion Congress and Exposition (ECCE), 2020.

Qiang Liu, Tao Han, Ephraim Moges. EdgeSlice: Slicing Wireless Edge Computing Network with Decentralized Deep Reinforcement Learning. IEEE International Conference on Distributed Computing Systems (ICDCS), 2020.

Ephraim Moges, Tao Han. DecOp: Decentralized Network Operations in Software Defined Networking using Blockchain. IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2020.

Xueyu Hou, Tao Han. TrustServing: A Quality Inspection Sampling Approach for Remote DNN Services. IEEE International Conference on Sensing, Communication and Networking (SECON), 2020.

Qiang Liu, Tao Han, Nirwan Ansari. Learning-Assisted Secure End-to-End Network Slicing for Cyber-Physical Systems. IEEE Network, 2020.

Yuanqi Chen, Yongjie Guan, Tao Han. Distributed Video Analysis for Mobile Live Broadcasting Services. IEEE Wireless Communications and Networking Conference (WCNC), 2020.

Luocheng Wang, Jiangbiao He, Tao Han, Tiefu Zhao. Finite Control Set Model Predictive Control with Secondary Problem Formulation for Power Loss and Thermal Stress Reductions. IEEE Transactions on Industry Applications, 2020.

Yang Deng, Tao Han, Nirwan Ansari. FedVision: Federated Video Analytics With Edge Computing. IEEE Open Journal of the Computer Society, 2020.

Qiang Liu, Tao Han. When Network Slicing meets Deep Reinforcement Learning. ACM CoNEXT Student Workshop, 2019.

Siqi Huang, Tao Han, Jiang Xie. A Smart-Decision System for Realtime Mobile AR Applications. IEEE Global Communications Conference (GLOBECOM), 2019.

Luocheng Wang, Tao Han, Tiefu Zhao. Model Predictive Speed Control with Dynamic Reference for Electric Drive of Permanent Magnet Synchronous Machine. IEEE Energy Conversion Congress and Exposition (ECCE), 2019.

Luocheng Wang, Tao Han, Tiefu Zhao, Jiangbiao He. Model Predictive Control with Secondary Objective Functions for Power Module Loss Reduction. IEEE Energy Conversion Congress and Exposition (ECCE), 2019.

Johnson Opadere, Qiang Liu, Tao Han, Nirwan Ansari. Energy-Efficient Virtual Radio Access Networks for Multi-Operators Cooperative Cellular Networks. IEEE Transactions on Green Communications and Networking, 2019.

Qiang Liu, Tao Han. VirtualEdge: Multi-Domain Resource Orchestration and Virtualization in Cellular Edge Computing. IEEE International Conference on Distributed Computing Systems (ICDCS), 2019.

Qiang Liu, Tao Han. DIRECT: Distributed Cross-Domain Resource Orchestration in Cellular Edge Computing. ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2019.

Laha Ale, Ning Zhang, Huici Wu, Dajiang Chen, Tao Han. Online Proactive Caching in Mobile Edge Computing Using Bidirectional Deep Recurrent Neural Network. IEEE Internet of Things Journal, 2019.

J. Opadere, Q. Liu, N. Zhang, T. Han. Joint Computation and Communication Resource Allocation for Energy-Efficient Mobile Edge Networks. IEEE International Conference on Communications (ICC) (IEEE ICC Best Paper Award & TAOS Best Paper Award), 2019.

Jingjing Yao, Tao Han, Nirwan Ansari. On Mobile Edge Caching. IEEE Communications Surveys & Tutorials, 2019.

Qiang Liu, Tao Han, Nirwan Ansari. Joint Radio and Computation Resource Management for Low Latency Mobile Edge Computing. IEEE Global Communications Conference (GLOBECOM), 2018.

Qiang Liu, Tao Han, Nirwan Ansari. Energy-Efficient On-demand Cloud Radio Access Networks Virtualization. IEEE Global Communications Conference (GLOBECOM), 2018.

Zhuo Chen, Qing Li, Hongkun Li, Chonggang Wang, Tao Han. Apparatus and method of using time reuse frame structures for multi-hop communications. U.S. Patent Number 10136425B2, 2018.

Qiang Liu, Tao Han. DARE: Dynamic Adaptive Mobile Augmented Reality with Edge Computing. IEEE International Conference on Network Protocols (ICNP), 2018.

Qiang Liu, Tao Han, Nirwan Ansari, Gang Wu. On Designing Energy-Efficient Heterogeneous Cloud Radio Access Networks. IEEE Transactions on Green Communications and Networking, 2018.

Haoxin wang, Jiang Xie, Tao Han. A Smart Service Rebuilding Scheme Across Cloudlets via Mobile AR Frame Feature Mapping. IEEE International Conference on Communications (ICC), 2018.

Qiang Liu, Siqi Huang, Johnson Opadere, Tao Han. An Edge Network Orchestrator for Mobile Augmented Reality. IEEE International Conference on Computer Communications (INFOCOM), 2018.

Liang Zhang, Tao Han, Nirwan Ansari. Energy-Aware Virtual Machine Management in Inter-Datacenter Networks Over Elastic Optical Infrastructure. IEEE Transactions on Green Communications and Networking, 2018.

Johnson Opadere, Qiang Liu, Tao Han. Energy-Efficient RRH Sleep Mode for Virtual Radio Access Networks. IEEE Global Communications Conference (GLOBECOM), 2017.

Ying Mao, Jenna Oak, Anthony Pompili, Daniel Beer, Tao Han, Peizhao Hu. DRAPS: Dynamic and resource-aware placement scheme for docker containers in a heterogeneous cluster. IEEE International Performance Computing and Communications Conference (IPCCC), 2017.

Siqi Huang, Qiang Liu, Tao Han, Nirwan Ansari. Data-Driven Network Optimization in Ultra-Dense Radio Access Networks. IEEE Global Communications Conference (GLOBECOM), 2017.

Yang Deng, Arun Ravindran, Tao Han. Poster: Edge Datastore for Distributed Vision Analytics. ACM/IEEE Symposium on Edge Computing (SEC) Poster, 2017.

Tao Han, Nirwan Ansari. Network Utility Aware Traffic Load Balancing in Backhaul-Constrained Cache-Enabled Small Cell Networks with Hybrid Power Supplies. IEEE Transactions on Mobile Computing, 2017.

Qiang Liu, Siqi Huang, Tao Han. Demo: Fast and Accurate Object Analysis at the Edge for Mobile Augmented Reality. ACM/IEEE Symposium on Edge Computing (SEC) Demo, 2017.

Hongkun Li, Qing Li, Zhuo Chen, Chonggang Wang, Tao Han. Multi-hop peer-to-peer communications. U.S. Patent Number 9762362B2, 2017.

Mohammad Yousefvand, Tao Han, Nirwan Ansari, Abdallah Khreishah. Distributed Energy-Spectrum Trading in Green Cognitive Radio Cellular Networks. IEEE Transactions on Green Communications and Networking, 2017.

Xueqing Huang, Tao Han, Nirwan Ansari. Smart Grid Enabled Mobile Networks: Jointly Optimizing BS Operation and Power Distribution. IEEE/ACM Transactions on Networking, 2017.

Haoxin wang, Jiang Xie, Tao Han. V-handoff: A practical energy efficient handoff for 802.11 infrastructure networks. IEEE International Conference on Communications (ICC), 2017.

Siqi Huang, Tao Han, Nirwan Ansari. Big-data-driven network partitioning for ultra-dense radio access networks. IEEE International Conference on Communications (ICC), 2017.

Qiang Liu, Siqi Huang, Yang Deng, Tao Han. Demo Abstract: MExR: Mobile Edge Resource Management for Mixed Reality Applications. IEEE International Conference on Computer Communications (INFOCOM) Demo, 2017.

Nirwan Ansari, Tao Han. Green mobile networks: a networking perspective. John Wiley & Sons, Inc, 2017.

Nirwan Ansari, Tao Han. Trading Spectrum for Energy Savings in Green Cognitive Cellular Networks. US Patent Number 9516589, 2016.

Liang Zhang, Tao Han, Nirwan Ansari. Revenue Driven Virtual Machine Management in Green Datacenter Networks Towards Big Data. IEEE Global Communications Conference (GLOBECOM), 2016.

Qiang Liu, Tao Han, Gang Wu. Computing Resource Aware Energy Saving Scheme for Cloud Radio Access Networks. IEEE Sustainable Computing and Communications (SustainCom), 2016.

Tao Han, Nirwan Ansari, Mingquan Wu, Heather Yu. System and Method for Transmission Control Protocol Service Delivery in Wireless Communications Systems. US Patent Number 9456377, 2016.

Tao Han, Nirwan Ansari. Provisioning Green Energy for Base Stations in Heterogeneous Networks. IEEE Transactions on Vehicular Technology, 2016.

Xilong Liu, Tao Han, Nirwan Ansari. Intelligent battery management for cellular networks with hybrid energy supplies. IEEE Wireless Communications and Networking Conference (WCNC), 2016.

Nirwan Ansari, Tao Han, Mina Taheri. Gate: greening at the edges. IEEE Wireless Communications, 2016.

Tao Han, Nirwan Ansari. A Traffic Load Balancing Framework for Software-Defined Radio Access Networks Powered by Hybrid Energy Sources. IEEE/ACM Transactions on Networking, 2016.

Nirwan Ansari, Tao Han. Cell Size Optimization for Energy Savings in Cellular Networks with Hybrid Energy Supplies. US Patent Number 9277497, 2016.

Nirwan Ansari, Tao Han. Association through Green Energy and Latency Awareness in Wireless Networks. US Patent Number 9253719, 2016.

Nirwan Ansari, Tao Han. Freenet: Spectrum and energy harvesting wireless networks. IEEE Network, 2016.

Liang Zhang, Tao Han, Nirwan Ansari. Renewable Energy-Aware Inter-Datacenter Virtual Machine Migration over Elastic Optical Networks. IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2015.

Tao Han, Nirwan Ansari. User association in backhaul constrained small cell networks. IEEE Wireless Communications and Networking Conference (WCNC), 2015.

Tao Han, Nirwan Ansari. RADIATE: radio over fiber as an antenna extender for high-speed train communications. IEEE Wireless Communications, 2015.

Xueqing Huang, Tao Han, Nirwan Ansari. On Green-Energy-Powered Cognitive Radio Networks. IEEE Communications Surveys Tutorials, 2015.

Tao Han, Nirwan Ansari. Provisioning green energy for small cell BSs. IEEE Global Communications Conference (GLOBECOM), 2014.

Tao Han, Nirwan Ansari. Smart grid enabled mobile networks: Jointly optimizing BS operation and power distribution. IEEE International Conference on Communications (ICC), 2014.

Tao Han, Nirwan Ansari. Enabling Mobile Traffic Offloading via Energy Spectrum Trading. IEEE Transactions on Wireless Communications, 2014.

Tao Han, Nirwan Ansari. Offloading Mobile Traffic via Green Content Broker. IEEE Internet of Things Journal, 2014.

Tao Han, Nirwan Ansari. Powering mobile networks with green energy. IEEE Wireless Communications, 2014.

Tao Han, Nirwan Ansari. Heuristic relay assignments for green relay assisted device to device communications. IEEE Global Communications Conference (GLOBECOM), 2013.

Tao Han, Nirwan Ansari. Green-energy Aware and Latency Aware user associations in heterogeneous cellular networks. IEEE Global Communications Conference (GLOBECOM), 2013.

Tao Han, Nirwan Ansari. On Optimizing Green Energy Utilization for Cellular Networks with Hybrid Energy Supplies. IEEE Transactions on Wireless Communications, 2013.

Tao Han, Xueqing Huang, Nirwan Ansari. Energy agile packet scheduling to leverage green energy for next generation cellular networks. IEEE International Conference on Communications (ICC), 2013.

Tao Han, Nirwan Ansari. Auction-based energy-spectrum trading in green cognitive cellular networks. IEEE International Conference on Communications (ICC), 2013.

Tao Han, Nirwan Ansari. On Greening Cellular Networks via Multicell Cooperation. IEEE Wireless Communications Magazine, 2013.

Tao Han, Nirwan Ansari. Optimizing cell size for energy saving in cellular networks with hybrid energy supplies. IEEE Global Communications Conference (GLOBECOM), 2012.

Tao Han, Jingjing Zhang, Nirwan Ansari. Chapter 17: Green Broadband Access Networks of Elsevier Handbook Green Information and Communication System. Academic Press, 2012.

Tao Han, Nirwan Ansari, Mingquan Wu, Heather Yu. On Accelerating Content Delivery in Mobile Networks. IEEE Communications Surveys Tutorials, 2012.

Tao Han, Nirwan Ansari. Opportunistic content pushing via WiFi hotspots. IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC), 2012.

Tao Han, Nirwan Ansari, Mingquan Wu, Heather Yu. TCP-Mobile Edge: Accelerating delivery in mobile networks. IEEE International Conference on Communications (ICC), 2012.

Tao Han, Nirwan Ansari. ICE: Intelligent Cell BrEathing to Optimize the Utilization of Green Energy. IEEE Communications Letters, 2012.

Tao Han, Nirwan Ansari. Energy Efficient Wireless Multicasting. IEEE Communications Letters, 2011.