Stochastic optimization in real life

Stochastic Optimization

sdt

Publications

Zhiyuan Jiang. Analyzing Age of Information in Multiaccess Networks by Fluid Limits. In IEEE INFOCOM, 2021.

Fei Peng, Zhiyuan Jiang, Shunqing Zhang, Shugong Xu. Age of Information Optimized MAC in V2X Sidelink via Piggyback-Based Collaboration. In IEEE TWC, 2021.

Jingzhou Sun, Lehan Wang, Zhiyuan Jiang, Sheng Zhou, Shugong Xu. Age-Optimal Scheduling for Heterogeneous Traffic with Timely Throughput Constraints. In IEEE JSAC, 2021.

Heng Zhang, Zhiyuan Jiang, Shugong Xu, Sheng Zhou. Error Analysis for Status Update from Sensors with Temporally and Spatially Correlated Observations. In IEEE TWC, 2021.

Zhiyuan Jiang, Wei Zhang, Zixu Cao, Shan Cao, Shunqing Zhang, Shugong Xu. Predictive Wireless Based Status Update for Communication-Agnostic Sampling. In IEEE TWC, 2021.

Zhiyuan Jiang, Yan Liu, Jernej Hribar, Luiz A. DaSilva, Sheng Zhou, Zhisheng Niu. SMART: Situationally-Aware Multi-Agent Reinforcement Learning-Based Transmissions. In IEEE TCCN, 2021.

Fei Peng, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Shunqing Zhang. Sensing and Communication Co-Design for Status Update in Multiaccess Wireless Networks. In IEEE TMC, 2021.

Zhiyuan Jiang. Round-Robin is Provably Near-Optimal for Minimizing Age with HARQ over Heterogeneous Unreliable Multiaccess Channels. In IEEE ITC32, 2020.

Jingzhou Sun, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu. Age-Optimal Scheduling for Heterogeneous Traffic with Timely-Throughput Constraint. IEEE INFOCOM 2020 AoI WKS, 2020.

Zhiyuan Jiang, Zixu Cao, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu. SENATE: A Permissionless Byzantine Consensus Protocol in Wireless Networks for Real-Time Internet-of-Things Applications. In IEEE IoT J., 2020.

Yan Liu, Zhiyuan Jiang, Shunqing Zhang, Shugong Xu. Deep Reinforcement Learning-Based Beam Tracking for Low-Latency Services in Vehicular Networks. In IEEE ICC, 2020.

Andrei Marinescu, Zhiyuan Jiang, Sheng Zhou, Luiz A DaSilva, Zhisheng Niu. Deep Learning-Based Coverage and Capacity Optimization. John Wiley & Sons, Ltd, 2019.

Zhiyuan Jiang, Zixu Cao, Siyu Fu, Fei Peng, Shan Cao, Shunqing Zhang, Shugong Xu. Revealing Much While Saying Less: Predictive Wireless for Status Update. In IEEE INFOCOM, 2019.

Zhiyuan Jiang, Siyu Fu, Sheng Zhou, Zhisheng Niu, Shunqing Zhang, Shugong Xu. AI-Assisted Low Information Latency Wireless Networking. In IEEE Wireless Commununications, 2019.

Jingzhou Sun, Zhiyuan Jiang, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu. Closed-Form Whittle's Index-Enabled Random Access for Timely Status Update. In IEEE TCOM, 2019.

Bin Han, Yao Zhu, Zhiyuan Jiang, Yulin Hu, Hans D. Schotten. Optimal Blocklength Allocation towards Reduced Age of Information in Wireless Sensor Networks. In IEEE GLOBECOM WKSP, 2019.

Zhiyuan Jiang, Andrei Marinescu, Luiz DaSilva, Sheng Zhou, Zhisheng Niu. Scalable Multi-Agent Learning for Situationally-Aware Multiple-Access and Grant-Free Transmissions. In IEEE SPAWC 2019, 2019.

Sheng Chen, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Ziyan He, Andrei Marinescu, Luiz A. DaSilva. Learning-Based Remote Channel Inference: Feasibility Analysis and Case Study. In IEEE Trans. Wireless Commun., 2019.

Ruichen Deng, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu. Intermittent CSI Update for Massive MIMO Systems with Heterogeneous User Mobility. In IEEE TCOM, 2019.

Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Yu Cheng. A Unified Sampling and Scheduling Approach for Status Update in Multiaccess Wireless Networks. In IEEE INFOCOM, 2018.

Bo Yin, Shuai Zhang, Yu Cheng, Lin X. Cai, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu. Only Those Requested Count: Proactive Scheduling Polices for Minimizing Effective Age-of-Information. In IEEE INFOCOM, 2018.

Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu. Improved Scaling Law for Status Update Timeliness in Massive IoT by Elastic Spatial Multiplexing. In IEEE ICC, 2018.

Zhiyuan Jiang, Ziyan He, Sheng Chen, A. F. Molisch, Sheng Zhou, Zhisheng Niu. Inferring Remote Channel State Information: Cramer-Rao Lower Bound and Deep Learning Implementation. In IEEE ICC, 2018.

Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu. Time-Sequence Channel Inference for Beam Alignment\ in Vehicular Networks. In IEEE GlobalSIP, 2018.

Zhiyuan Jiang, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu. Can Decentralized Status Update Achieve Universally Near-Optimal Age-of-Information in Wireless Multiaccess Channels?. In IEEE ITC30, 2018.

Zhiyuan Jiang, Bhaskar Krishnamachari, Xi Zheng, Sheng Zhou, Zhisheng Niu. Decentralized Status Update for Age-of-Information Optimization in Wireless Multiaccess Channels. In IEEE ISIT, 2018.

Yuxuan Sun, Xueying Guo, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu. Learning-based task offloading for vehicular cloud computing systems. In IEEE ICC, 2017.

Zhiyuan Jiang, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu. Optimal sleeping mechanism for multiple servers with MMPP-based bursty traffic arrival. In IEEE WCL, 2017.

Zhiyuan Jiang, Xueying Guo, Sheng Zhou, Zhisheng Niu. Task replication for deadline-constrained vehicular cloud computing: optimal policy, performance analysis and implications on road traffic. In IEEE IoT-J, 2017.

Zhiyuan Jiang, Bhaskar Krishnamachari, Xi Zheng, Sheng Zhou, Zhisheng Niu. Timely Status Update in Massive IoT Systems: Decentralized Scheduling for Wireless Uplinks. In IEEE IoT J., 2017.

Yongkang Li, Zhiyuan Jiang, An Xu, Sheng Zhou, Zhisheng Niu. Elastic Local Breakout Strategy and Implementation for Delay-Sensitive Packets with Local Significance. In IEEE WCSP, 2017.

Xi Zheng, Sheng Zhou, Zhiyuan Jiang, Zhisheng Niu. Proactive Content Push in Heterogeneous Networks with Multiple Energy Harvesting Small Cells. In IEEE VTC Spring, 2017.