To Appear

[TMC'24] Yang Xu, Yunming Liao, Lun Wang, Hongli Xu, Zhida Jiang, Wuyang Zhang, "Overcoming Noisy Labels and Non-IID Data in Edge Federated Learning" , IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A]

[IWQoS'24] Bodong Yan, *Yangming Zhao, Sun Xu, Jianchun Liu, Hongli Xu, "LHCC: Low-Latency and Hi-Precision Congestion Control in RDMA Datacenter Networks", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B]

[IWQoS'24] Furong Zhan, *Yangming Zhao, Chunming Qiao, "Towards High-performance Distributed Quantum Computing with Qubit Placement and Provisioning", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B]

[IWQoS'24] Jianfeng Bao, *Gongming Zhao, *Hongli Xu, Haibo Wang, Peng Yang, "InGo: In-Network Aggregation Routing with Batch Size Adjustment for Distributed Training", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B]

[IWQoS'24] Xianjun Gao, *Jianchun Liu, Hongli Xu, Qianpiao Ma, Wang Lun "Towards Communication-Efficient Federated Graph Learning: An Adaptive Client Selection Perspective", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B]

[IWQoS'24] Luyao Luo, *Gongming Zhao, *Hongli Xu, Chun-Jen Chung, Liguang Xie, "SMART: Dual-channel Southbound Message Delivery in Clouds with Rate Estimation", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B]

[IWQoS'24] Jingzhou Wang, *Gongming Zhao, Hongli Xu, Haibo Wang, "Leaf: Improving QoS for Reconfigurable Datacenters with Multiple Optical Circuit Switches", IEEE/ACM International Symposium on Quality of Service (IWQoS),2024.(Acceptance Rate: 24.8%). [CCF B]

[ComNet'24] Xiaoyu Wang, Sun Xu, *Yangming Zhao, "SARS: Towards Minimizing Average Coflow Completion Time in MapReduce Systems", Computer Networks (ComNet), 2024. [CCF B]

[ICDCS'24] Qiucheng Zhu, *Yangming Zhao, Hongli Xu, Liusheng Huang, Chunming Qiao, "EPS Placement and Lightweight Entanglement Routing for Quantum Data Networks", IEEE International Conference on Distributed Computing Systems (ICDCS) 2024. [CCF B]

[JSAC'24] Yangming Zhao, Yangyu Wang, *Enshu Wang, Hongli Xu, Liusheng Huang, Chunming Qiao, "An Asynchronous Transport Protocol for Quantum Data Networks", IEEE Journal on Selected Areas in Communications (JSAC), 2024. [CCF A][ PDF]

[ToN'24] Jianchun Liu, Shilong Wang, *Hongli Xu, Yang Xu, Yunming Liao, Jinyang Huang, He Huang, "Federated Learning with Experience-Driven Model Migration in Heterogeneous Edge Networks", IEEE/ACM Transactions on Networking (ToN), 2024. [CCF A]

[ToN'24] Jin Fang, *Hongli Xu, Gongming Zhao, Zhuolong Yu, Bingchen Shen, Liguang Xie, "Accelerating Distributed Training with Collaborative In-network Aggregation", IEEE/ACM Transactions on Networking (ToN), 2024. [CCF A]

[ICDE'24] Yunming Liao, *Yang Xu, Hongli Xu, Lun Wang, Zhiwai Yao, Chunming Qiao, "MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation", IEEE International Conference on Data Engineering (ICDE), 2024. [CCF A] [PDF]

[TMC'24] Jiaming Yan, *Jianchun Liu, Hongli Xu, Zhiyuan Wang, Chunming Qiao, "Peaches: Personalized Federated Learning with Neural Architecture Search in Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [PDF]

[TMC'24] Zhiwei Yao, *Jianchun Liu, Hongli Xu, Lun Wang, Chen Qian, Yunming Liao, "Ferrari: A Personalized Federated Learning Framework for Heterogeneous Edge Clients", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [PDF]

[TMC'24] Zhida Jiang, *Yang Xu, Hongli Xu, Zhiyuan Wang, Jianchun Liu, Chunming Qiao, "Semi-Supervised Decentralized Machine Learning with Device-to-Device Cooperation", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [PDF]

[TMC'24] Qianpiao Ma, Yang Xu, *Hongli Xu, Jianchun Liu, Liusheng Huang, "FedUC: A Unified Clustering Approach for Hierarchical Federated Learning", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [PDF]

[TMC'24] Suo Chen, *Yang Xu, Hongli Xu, Zhenguo Ma, Zhiyuan Wang, "Enhancing Decentralized and Personalized Federated Learning with Topology Construction", IEEE Transactions on Mobile Computing (TMC), 2024. [CCF A] [PDF]

[WWW'24] Jiawei Liu, Yutong Zhai, *Gongming Zhao, *Hongli Xu, Jin Fang, Zhen Zeng, Ying Zhu, "InArt: In-Network Aggregation with Route Selection for Accelerating Distributed Training", International World Wide Web Conferences (WWW), 2024. (Acceptance Rate: 20.2%) [CCF A] [PDF]

[INFOCOM'24] Jiaming Yan, *Jianchun Liu, Shilong Wang, *Hongli Xu, Haifeng Liu, Jianhua Zhou, "Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks", INFOCOM'24. (Acceptance Rate: 256/1307=19.6%) [CCF A][PDF]

[INFOCOM'24] Xu Sun, *Yangming Zhao, Liusheng Huang, Chunming Qiao, "Routing and Photon Source Provisioning in Quantum Key Distribution Networks", INFOCOM'24. (Acceptance Rate: 256/1307=19.6%) [CCF A]

[INFOCOM'24] Ting Wang, *Yangming Zhao, Liusheng Huang, Chunming Qiao, "Routing and Wavelength Assignment for Entanglement Swapping of Photonic Qubits", INFOCOM'24. (Acceptance Rate: 256/1307=19.6%) [CCF A]

[ICDE'24] Zhida Jiang, *Yang Xu, *Hongli Xu, Zhiyuan Wang, Chunming Qiao, "Clients Help Clients: Alternating Collaboration for Semi-Supervised Federated Learning", IEEE International Conference on Data Engineering (ICDE), 2024. [CCF A]

[ComNet'24] Huaqing Tu, *Gongming Zhao, Hongli Xu, Chunming Qiao, "Programmable Device Deployment for Efficient Network Function Offloading", Computer Networks (ComNet), 2024. [CCF B] [PDF]

本年度至今共计发表25篇A类论文，3篇B类论文

[TC'23] Yangming Zhao, Cheng Yang, *Gongming Zhao, Yunfei Hou, Ting Wang, Chunming Qiao, "JointPS: Joint Parameter Server Placement and Flow Scheduling for Machine Learning Clusters", IEEE Transactions on Computers (TC), 2023. [CCF A] [PDF]

[ToN'23] Qianyu Zhang, *Gongming Zhao, *Hongli Xu, Peng Yang, "XAgg: Accelerating Heterogeneous Distributed Training through XDP-Based Gradient Aggregation", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[TMC'23] Yunming Liao, *Yang Xu, Hongli Xu, Lun Wang, Chen Qian, Chunming Qiao, "Decentralized Federated Learning with Adaptive Configuration for Heterogeneous Participants", IEEE Transactions on Mobile Computing (TMC), 2023. [CCF A] [PDF]

[TPDS'23] Zhiyuan Wang, Hongli Xu, *Yang Xu, Zhida Jiang, Jianchun Liu, Suo Chen,“FAST: Enhancing Federated Learning through Adaptive Data Sampling and Local Training”, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023. [CCF A] [PDF]

[ToN'23] Jun Liu,*Jianchun Liu, *Hongli Xu, Yunming Liao, Zhiyuan Wang, Qianpiao Ma, "YOGA: Adaptive Layer-wise Model Aggregation for Decentralized Federated Learning", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[TMC'23] Jianchun Liu, Jiaming Yan, *Hongli Xu, Zhiyuan Wang, Jinyang Huang, Yang Xu, "Finch: Enhancing Federated Learning with Hierarchical Neural Architecture Search", IEEE Transactions on Mobile Computing (TMC), 2023. [CCF A] [PDF]

[ToN'23] Luyao Luo, *Gongming Zhao, Hongli Xu, Zhuolong Yu, Liguang Xie, "Achieving Cost Optimization for Tenant Task Placement in Geo-distributed Clouds", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[ToN'23] Lun Wang, Yang Xu, *Hongli Xu, Zhida Jiang, Min Chen, Wuyang Zhang, Chen Qian, "BOSE: Block-Wise Federated Learning in Heterogeneous Edge Computing", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[TMC'23] Yang Xu, Zhida Jiang, *Hongli Xu, Zhiyuan Wang, Chen Qian, Chunming Qiao, "Federated Learning with Client Selection and Gradient Compression in Heterogeneous Edge Systems", IEEE Transactions on Mobile Computing (TMC), 2023. [CCF A] [PDF]

[TMC'23] Yang Xu, *Zhenguo Ma, Hongli Xu, Suo Chen, Jianchun Liu and Yinxing Xue, "FedLC: Accelerating Asynchronous Federated Learning in Edge Computing", IEEE Transactions on Mobile Computing, 2023. [CCF A] [PDF]

[TPDS'23] Zhida Jiang, *Yang Xu, Hongli Xu, Lun Wang, Chunming Qiao, Liusheng Huang, "Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine Learning", IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023. [CCF A] [PDF]

[ToN'23] Yunming Liao, *Yang Xu, Hongli Xu, Zhiwei Yao, Lun Wang, Chunming Qiao, "Accelerating Federated Learning with Data and Model Parallelism in Edge Computing", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[ToN'23] Jianchun Liu, Qingmin Zeng, *Hongli Xu, Yang Xu, Zhiyuan Wang, He Huang, "Adaptive Block-wise Regularization and Knowledge Distillation for Enhancing Federated Learning", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[ComNet'23] Jin Fang, *Gongming Zhao, *Hongli Xu, Huaqing Tu, Haibo Wang, "Reveal: Robustness-Aware VNF Placement and Request Scheduling in Edge Clouds", Computer Networks (ComNet), 2023. [CCF B] [PDF]

[ToN'23] Gongming Zhao, Jingzhou Wang, *Yangming Zhao, Hongli Xu, Liusheng Huang, Chunming Qiao, "Segmented Entanglement Establishment with All-Optical Switching in Quantum Networks", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[ToN'23] Gongming Zhao, Jingzhou Wang, *Hongli Xu, Yangming Zhao, Xuwei Yang, He Huang, "Joint Request Updating and Elastic Resource Provisioning With QoS Guarantee in Clouds", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[IWQoS'23] Jin Fang, *Gongming Zhao, Hongli Xu, Zhuolong Yu, Bingchen Shen, Liguang Xie, “GOAT: Gradient Scheduling with Collaborative In-Network Aggregation for Distributed Training”, IEEE/ACM International Symposium on Quality of Service (IWQoS), 2023. [CCF B] [PDF]

[IWQoS'23] Qingmin Zeng, *Jianchun Liu, *Hongli Xu, Zhiyuan Wang, Yang Xu, Yangming Zhao, “Enhanced Federated Learning with Adaptive Block-wise Regularization and Knowledge Distillation”, IEEE/ACM International Symposium on Quality of Service (IWQoS), 2023. [CCF B] [PDF]

[ToN'23] Qianyu Zhang, *Gongming Zhao, Liguang Xie, Hongli Xu, Zhuolong Yu, Yangming Zhao, Chunming Qiao, Liusheng Huang, Ying Xiong, "Scalable and Robust East-West Forwarding Framework for Hyperscale Clouds", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[TMC'23] Yang Xu, Lun Wang, *Hongli Xu, Jianchun Liu, Zhiyuan Wang, Liusheng Huang, "Enhancing Federated Learning with Server-Side Unlabeled Data by Adaptive Client and Data Selection", IEEE Transactions on Mobile Computing (TMC), 2023. [CCF A] [PDF]

[TPDS'23] Gongming Zhao, Jiawei Liu, Yutong Zhai, *Hongli Xu, Huang He "Alleviating the Impact of Abnormal Events Through Multi-Constrained VM Placement", IEEE Transactions on Parallel and Distributed System (TPDS), 2023. [CCF A] [PDF]

[TMC'23] Zhida Jiang, Yang Xu, *Hongli Xu, Zhiyuan Wang, Jianchun Liu, Qian Chen, Chunming Qiao, "Computation and Communication Efficient Federated Learning with Adaptive Model Pruning", IEEE Transactions on Mobile Computing (TMC), 2023. [CCF A] [PDF]

[ICDE'23] Min Chen, *Yang Xu, *Hongli Xu, Liusheng Huang, "Enhancing Decentralized Federated Learning for Non-IID Data on Heterogenous Devices", IEEE International Conference on Data Engineering (ICDE), 2023. [CCF A] [PDF]

[ToN'23] Jin Fang, *Gongming Zhao, Hongli Xu, Changbo Wu, Zhuolong Yu, "GRID: Gradient Routing with In-network Aggregation for Distributed Training", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A] [PDF]

[INFOCOM'23] Yunming Liao, *Yang Xu, Hongli Xu, Lun Wang, Chen Qian, "Adaptive Configuration for Heterogeneous Participants in decentralized Federated Learning", INFOCOM'23, May. 2023.(Acceptance Rate: 252/1312=19.2%) [CCF A] [PDF]

[INFOCOM'23] Zhida Jiang, *Yang Xu, *Hongli Xu, Zhiyuan Wang, Chen Qian, "Heterogeneity-Aware Federated Learning with Adaptive Client Selection and Gradient Compression", INFOCOM'23, May. 2023.(Acceptance Rate: 252/1312=19.2%) [CCF A] [PDF]

[INFOCOM'23] Gongming Zhao, Jingzhou Wang, *Hongli Xu, Zhuolong Yu, Chunming Qiao, "COIN: Cost-Efficient Traffic Engineering with Various Pricing Schemes in Clouds", INFOCOM'23, May. 2023. (Acceptance Rate: 252/1312=19.2%) [CCF A] [PDF]

[INFOCOM'23] Luyao Luo, *Gongming Zhao, *Hongli Xu, Zhuolong Yu, Liguang Xie, "TanGo: A Cost Optimization Framework for Tenant Task Placement in Geo-distributed Clouds", INFOCOM'23, May. 2023. (Acceptance Rate: 252/1312=19.2%) [CCF A] [ PDF]

本年度共计发表16篇A类论文，4篇B类论文

[TMC'22] Zhenguo Ma, *Yang Xu, Hongli Xu, Jianchun Liu, Yinxing Xue, "Like Attracts Like: Personalized Federated Learning in Decentralized Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [ 简介] [ PDF]

[ComNet'22] Zhiyuan Wang, Hongli Xu, *Yang Xu, Zhida Jiang, Jianchun Liu, "CoopFL: Accelerating Federated Learning with DNN Partitioning and Offloading in Heterogeneous Edge Computing", Computer Networks (ComNet), 2022. [CCF B] [ 简介] [ PDF]

[TMC'22] Suo Chen, *Yang Xu, Hongli Xu, Zhida Jiang, Chunming Qiao, "Decentralized Federated Learning with Intermediate Results in Mobile Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [ 简介] [ PDF]

[TPDS'22] Huaqing Tu, *Gongming Zhao, Hongli Xu, Xianjin Fang, "Tenant-Grained Request Scheduling in Software-Defined Cloud Computing", IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022. [CCF A] [ 简介] [ PDF]

[ComNet'22] Huaqing Tu, *Gongming Zhao, *Hongli Xu, Yangming Zhao, Yuhang Qiu, "RoNS: Robust Service Request Scheduling in Multi-Tenant Clouds", Computer Networks (ComNet), 2022. [CCF B] [ 简介] [ PDF]

[SECON'22] Xingpeng Fan, *Gongming Zhao, Huaqing Tu, *Hongli Xu and He Huang, "MASCOT: Mobility-Aware Service Function Chain Routing in Mobile Edge Computing“, IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022. [CCF B] [ PDF]

[ToN'22] Gongming Zhao, Luyao Luo, *Hongli Xu, Chun-Jen Chung, Liguang Xie, "Southbound Message Delivery with Virtual Network Topology Awareness in Clouds", IEEE/ACM Transactions on Networking (ToN), 2022. [CCF A] [ 简介] [ PDF]

[TMC'22] Yang Xu, Yunming Liao, *Hongli Xu, Zhenguo Ma, Lun Wang, Jianchun Liu, "Adaptive Control of Local Updating and Model Compression for Efficient Federated Learning", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [ 简介] [ PDF]

[TMC'22] Lun Wang, *Yang Xu, Hongli Xu, Min Chen, Liusheng Huang, "Accelerating Decentralized Federated Learning in Heterogeneous Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [ 简介] [ PDF]

[ICDCS'22] Gongming Zhao, Jingzhou Wang, *Yangming Zhao, Hongli Xu, Chunming Qiao, "Segmented Entanglement Establishment for Throughput Maximization in Quantum Networks ", IEEE International Conference on Distributed Computing Systems (ICDCS), July 2021. (Acceptance Rate: 114/573=19.9%) [CCF B] [ 简介] [ PDF]

[ToN'22] Hongli Xu, Peng Xi, *Gongming Zhao, Jianchun Liu, Chen Qian, Liusheng Huang, "SAFE-ME: Scalable and Flexible Policy Enforcement in Middlebox Networks ", IEEE/ACM Transactions on Networking (ToN), 2022. [CCF A] [ PDF]

[TMC'22] Zhiyuan Wang, *Hongli Xu, Jianchun Liu, Yang Xu, He Huang, Yangming Zhao, "Accelerating Federated Learning with Cluster Construction and Hierarchical Aggregation ", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A] [ 简介] [ PDF]

[NSDI'22] Qianyu Zhang, *Gongming Zhao, *Hongli Xu, Zhuolong Yu, Liguang Xie, Yangming Zhao, Chunming Qiao, Ying Xiong, Liusheng Huang, "Zeta: A Scalable and Robust East-West Communication Framework in Large-Scale Clouds ", NSDI'22, April 2022. (Acceptance Rate: 50/298=16.7%) [CCF A] [ 简介] [ PDF]

[INFOCOM'22] Luyao Luo, *Gongming Zhao, *Hongli Xu, Liguang Xie, Ying Xiong, "VITA: Virtual Network Topology-aware Southbound Message Delivery in Clouds ", INFOCOM'22, May. 2022.(Acceptance Rate: 225/1129=19.9%) [CCF A] [ 简介] [ PDF]

[INFOCOM'22] Jingzhou Wang, *Gongming Zhao, *Hongli Xu, Yangming Zhao, Xuwei Yang, He Huang, "TRUST: Real-Time Request Updating with Elastic Resource Provisioning in Clouds ", INFOCOM'22, May. 2022. (Acceptance Rate: 225/1129=19.9%) [CCF A] [ 简介] [ PDF]

[INFOCOM'22] Yangming Zhao, *Gongming Zhao, Chunming Qiao, "E2E Fidelity Aware Routing and Purification for Throughput Maximization in Quantum Networks ", INFOCOM'22, May. 2022. (Acceptance Rate: 225/1129=19.9%) [CCF A] [ PDF]

[ICDE'22] Jianchun Liu, *Yang Xu, *Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang, "Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge Computing ", IEEE International Conference on Data Engineering (ICDE), 2022. [CCF A] [ 简介] [ PDF]

[ICDE'22] Zhida Jiang, *Yang Xu, *Hongli Xu, Zhiyuan Wang, Chunming Qiao, Yangming Zhao, "FedMP: Federated Learning through Adaptive Model Pruning in Heterogeneous Edge Computing ", IEEE International Conference on Data Engineering (ICDE), 2022. [CCF A] [ 简介] [ PDF]

[ICDE'22] Lun Wang, *Yang Xu, Hongli Xu, Jianchun Liu, Zhiyuan Wang, Liusheng Huang, "Enhancing Federated Learning with In-Cloud Unlabeled Data ", IEEE International Conference on Data Engineering (ICDE), 2022. [CCF A] [ 简介] [ PDF]

[ToN'22] Huaqing Tu, *Gongming Zhao, *Hongli Xu, Yangming Zhao, Yutong Zhai, "A Robustness-Aware Real-Time SFC Routing Update Scheme in Multi-Tenant Clouds ", IEEE/ACM Transactions on Networking (ToN), 2022. [CCF A] [ 简介] [ PDF]

本年度共计发表12篇A类论文，3篇B类论文

[ToN'21] Jingzhou Wang, *Gongming Zhao, *Hongli Xu, Yutong Zhai, Qianyu Zhang, He Huang, Yongqiang Yang, "A Robust Service Mapping Scheme for Multi-Tenant Clouds ", IEEE/ACM Transactions on Networking (ToN), 2021. [CCF A] [ 简介] [ PDF]

[JSAC'21] Qianpiao Ma, *Yang Xu, *Hongli Xu, Zhida Jiang, Liusheng Huang, He Huang, "FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing ", IEEE Journal on Selected Areas in Communications (JSAC), 2021. [CCF A] [ 简介] [ PDF]

[JSAC'21] Hongli Xu, Min Chen, Zeyu Meng, *Yang Xu, Lun Wang, Chunming Qiao, "Decentralized Machine Learning through Experience-Driven Method in Edge Networks ", IEEE Journal on Selected Areas in Communications (JSAC), 2021. [CCF A] [ 简介] [ PDF]

[ComNet'21] Jianchun Liu, *Hongli Xu, *Yang Xu, Zhenguo Ma, Zhiyuan Wang, Chen Qian, He Huang, "Communication-Efficient Asynchronous Federated Learning in Resource-Constrained Edge Computing ", Computer Networks (ComNet), 2021. [CCF B] [ 简介][PDF]

[TMC'21] Jianchun Liu, *Hongli Xu, Lun Wang, *Yang Xu, Chen Qian, Jinyang Huang, He Huang, "Adaptive Asynchronous Federated Learning in Resource-Constrained Edge Computing ", IEEE Transactions on Mobile Computing (TMC), 2021. [CCF A] [ 简介] [ PDF]

[ComNet'21] Xuwei Yang, *Hongli Xu, Jianchun Liu, Chen Qian, Xingpeng Fan, He Huang, Haibo Wang, "Achieving High Reliability and Throughput in Software Defined Networks ", Computer Networks (ComNet), 2021. [CCF B] [ 简介] [ PDF]

[ToN'21] Xingpeng Fan, *Hongli Xu, He Huang, Xuwei Yang, "Real-Time Update of Joint SFC and Routing in Software Defined Networks ", IEEE/ACM Transactions on Networking (TON), 2021. [CCF A] [ 简介] [ PDF]

[TCOM'21] Xuwei Yang, *Hongli Xu, Xiwen Yu, Chen Qian, *Gongming Zhao, He Huang, "Cooperative Flow Statistics Collection with Per-Switch Cost Constraint in SDNs " IEEE Transactions on Communications (TCOM), 2021. [CCF B] [ 简介] [ PDF]

[TPDS'21] Gongming Zhao, *Hongli Xu, Yangming Zhao, Chunming Qiao, Liusheng Huang, "Offloading Tasks with Dependency and Service Caching in Mobile Edge Computing " IEEE Transactions on Parallel and Distributed Systems (TPDS), 2021. [CCF A] [ 简介] [ PDF]

[ToN’21] Xuwei Yang, *Hongli Xu, Shigang Chen, *He Huang, "Indirect Multi-Mapping for Burstiness Management in Software Defined Networks ", IEEE/ACM Transactions on Networking (TON), 2021. [CCF A] [ 简介] [ PDF]

[IWQoS’21] Yutong Zhai, *Gongming Zhao, *Hongli Xu, Yangming Zhao, Jiawei Liu and Xingpeng Fan. “Towards Robust Multi-Tenant Clouds Through Multi-Constrained VM Placement.” 29th IEEE/ACM International Symposium on Quality of Service (IWQoS), 2021. [CCF B short paper] [PDF]

[IWQoS’21] Huaqing Tu, *Gongming Zhao, *Hongli Xu, Yangming Zhao, Yutong Zhai, "Robustness-Aware Real-Time SFC Routing Update in Multi-Tenant Clouds ", IEEE/ACM International Symposium on Quality of Service（IWQoS), 2021. [CCF B short paper] [PDF]

[TMC’21] Zhenguo Ma, *Yang Xu, *Hongli Xu, Zeyu Meng, Liusheng Huang, Yinxing Xue, "Adaptive Batch Size for Federated Learning in Resource-Constrained Edge Computing ", IEEE Transactions on Mobile Computing (TMC), 2021. [CCF A] [ 简介] [ PDF]

[INFOCOM’21] Zeyu Meng, *Hongli Xu, Min Chen, *Yang Xu, Yangming Zhao, Chunming Qiao, "Learning-Driven Decentralized Machine Learning in Resource-Constrained Wireless Edge Computing ", INFOCOM’21, May. 2021. (Acceptance Rate: 252/1266=19.9%) [CCF A] [ 简介] [ PDF]

[INFOCOM’21] Zhiyuan Wang, *Hongli Xu, Jianchun Liu, *He Huang, Chunming Qiao, Yangming Zhao, "Resource-Efficient Federated Learning with Hierarchical Aggregation in Edge Computing ", INFOCOM’21, May. 2021. (Acceptance Rate: 252/1266=19.9%) [CCF A] [ 简介] [ PDF]

[INFOCOM’21] Jingzhou Wang, *Gongming Zhao, *Hongli Xu, He Huang, Luyao Luo, Yongqiang Yang, "Robust Service Mapping in Multi-Tenant Clouds ", INFOCOM’21, May. 2021. (Acceptance Rate: 252/1266=19.9%) [CCF A] [ 简介] [ PDF]

[TMC’21] Haibo Wang, *Hongli Xu, He Huang, Min Chen, Shigang Chen, "Robust Task Offloading in Dynamic Edge Computing ", IEEE Transactions on Mobile Computing (TMC), 2021. [CCF A] [ 简介] [ PDF]

本年度共计发表8篇A类论文，1篇B类论文

[TMC’20] Min Chen, Haichuan Wang, Zeyu Meng, *Hongli Xu, Yang Xu and He Huang, “Joint Data Collection and Resource Allocation for Distributed Machine Learning at the Edge,” IEEE Transactions on Mobile Computing, 2020. [CCF A] [ 简介] [ PDF]

[INFOCOM’20] Jianchun Liu, *Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Liusheng Huang, "Incremental Server Deployment for Scalable NFV-enabled Networks ", INFOCOM’20 , July. 2020. (Acceptance Rate: 268/1354=19.8%) [CCF A] [ 简介] [ PDF]

[INFOCOM’20] Gongming Zhao, *Hongli Xu, Yangming Zhao, Chunming Qiao, Liusheng Huang, "Offloading Dependent Tasks in Mobile Edge Computing with Service Caching ", INFOCOM’20 , July. 2020. (Acceptance Rate: 268/1354=19.8%) [CCF A] [ 简介] [ PDF]

[INFOCOM’20] Gongming Zhao, *Hongli Xu, Jingyuan Fan, Liusheng Huang, Chunming Qiao, "HiFi:Hybrid Rule Placement for Fine-Grained Flow Management in SDNs ", INFOCOM’20 , July. 2020. (Acceptance Rate: 268/1354=19.8%) [CCF A] [ 简介] [ PDF]

[TPDS'20] Haibo Wang, *Hongli Xu, Liusheng Huang, Yutong Zhai, "Fast and Accurate Traffic Measurement with Hierarchical Filtering ", IEEE Transactions on Parallel and Distributed Systems (TPDS), 2020. [CCF A] [ 简介] [ PDF]

[ComNet'20] Haibo Wang, *Hongli Xu, Qian Chen, Juncheng Ge, Jianchun Liu, He Huang, "PrePass: Load balancing with data plane resource constraints using commodity SDN switches ", Computer Networks(ComNet), 2020. [CCF B] [ PDF]

[ToN'20] Yutong Zhai, *Hongli Xu, Haibo Wang, Zeyu Meng, *He Huang, "Joint Routing and Sketch Configuration in Software-Defined Networking " IEEE/ACM Transactions on Networking (ToN), 2020. [CCF A] [ 简介] [ PDF]

[TPDS'20] Gongming Zhao, *Hongli Xu, Jingyuan Fan, Liusheng Huang, Chunming Qiao, " Achieving Fine-Grained Flow Management Through Hybrid Rule Placement in SDNs " IEEE/ACM Transactions on Parallel and Distributed Systems (TPDS), 2020. [CCF A] [ 简介] [ PDF]

[ToN'20] Jianchun Liu, *Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Xuwei Yang, *Huang He, " Incremental Server Deployment for Software-Defined NFV-enabled Networks " IEEE/ACM Transactions on Networking (ToN), 2020. [CCF A] [ 简介] [ PDF]

[ComNet'19] *Hongli Xu, Jianchun Liu, Chen Qian, He Huang, Chunming Qiao, " Reducing Controller Response Time with Hybrid Routing in Software Defined Networks ", Computer Networks (ComNet) , 2019 (Acceptance Rate: 30/212=14.2%) [CCF B] [ PDF]

[ICNP'19] Gongming Zhao, *Hongli Xu, Jianchun Liu, Chen Qian, Juncheng Ge, Liusheng Huang, "SAFE-ME: Scalable and Flexible Middlebox Policy Enforcement with Software Defined Networking ", ICNP’19, Jun. 2019 [CCF B] [ PDF]

[INFOCOM'19] Hongli Xu, Shigang Chen, Qianpiao Ma, Liusheng Huang, "Lightweight Flow Distribution for Collaborative Traffic Measurement in Software Defined Networks ", INFOCOM’19, Apr. 2019 [CCF A] [ PDF]

[TPDS'19] Haibo Wang, Xiwen Yu, *Hongli Xu, Jingyuan Fan, Chunming Qiao, Liusheng Huang, "Integrating Coflow and Circuit Scheduling for Optical Networks ", IEEE Transactions on Parallel and Distributed Systems (TPDS), 2019. [CCF A] [ PDF]

[ToN'18] Xiwen Yu, *Hongli Xu, Da Yao, Haibo Wang and Liusheng Huang, "CountMax: A Lightweight and Cooperative Sketch Measurement for Software-Defined Networks, " in IEEE/ACM Transactions on Networking (ToN), 2018 [CCF A] [ PDF]

[ToN'18] Hongli Xu, *He Huang, Shigang Chen, Gongming Zhao and Liusheng Huang, "Achieving High Scalability Through Hybrid Switching in Software-Defined Networking, " in IEEE/ACM Transactions on Networking (ToN), 2018 [CCF A] [ PDF]

[ToN'18] Gongming Zhao, *Hongli Xu, Shigang Chen, Liusheng Huang, Pengzhan Wang, "Joint Optimization of Flow Table and Group Table for Default Paths in SDNs ". IEEE/ACM Transactions on Networking (ToN), 2018 [CCF A] [ PDF]

[INFOCOM’18] Bing Leng, Liusheng Huang, Chunming Qiao, *Hongli Xu, "A Light-weight Approach to Obtaining NF State Information in SDN+NFV Networks ", INFOCOM’18, Apr. 2018. (Acceptance Rate: 309/1606=19.2%) [CCF A] [ PDF]

[JSAC'18] Xuwei Yang, *Hongli Xu, Liusheng Huang, Gongming Zhao, Peng Xi and Chunming Qiao, "Joint Virtual Switch Deployment and Routing for Load Balancing in SDNs, " in IEEE Journal on Selected Areas in Communications(JSAC),2018 [CCF A] [ PDF]

[ComNet'18] Haibo Wang, *Hongli Xu, Liusheng Huang, Jianxin Wang, Xuwei Yang, "Load-balancing routing in software defined networks with multiple controllers ", Computer Networks,2018 [CCF B] [ PDF]

[ToN'17] Pengzhan Wang, *Hongli Xu, Liusheng Huang, Chen Qian, Shaowei Wang, Yanjing Sun, Minimizing Controller Response Time Through Flow Redirecting in SDNs, IEEE/ACM Transactions on Networking (ToN), 2017 [CCF A] [ PDF]

[ToN'17] *Hongli Xu, Zhuolong Yu, Chen Qian, Xiangyang Li, Zichun Liu, Liusheng Huang, Minimizing Flow Statistics Collection Cost Using Wildcard-based Requests in SDNs, IEEE/ACM Transactions on Networking (ToN), 2017 [CCF A] [ PDF]

[JSAC'17] Pengzhan Wang, *Hongli Xu, Liusheng Huang, Jie He, Zeyu Meng, Control Link Load Balancing and Low Delay Route Deployment for Software Defined Networks, IEEE JSAC Special issue on Emerging Technologies in Software-driven Communication, 2017 [CCF A] [ PDF]

[ICNP'17] Gongming Zhao, *Hongli Xu, Shigang Chen, Liusheng Huang, Pengzhan Wang, Deploying Default Paths by Joint Optimization of Flow/GroupTables in Software Defined Networks, ICNP'17, Nov. 2017 [CCF B] [ PDF]

[USENIX ATC'17] Gongming Zhao, *Hongli Xu, Shigang Chen, Liusheng Huang, Pengzhan Wang, Deploying Default Paths by Joint Optimization of Flow/GroupTables in Software Defined Networks, USENIX ATC '17 Poster; (Acceptance Rate: 30%) [CCF A] [ PDF]

[ToN'17] *Hongli Xu, Zhuolong Yu, Xiangyang Li, Chen Qian, Liusheng Huang, Taeho Jung, Joint Route Selection and Update Scheduling for Low-Latency Update in SDNs, IEEE/ACM Transactions on Networking (ToN), 2017 [CCF A] [ PDF]

[IWQoS'17] Hongli Xu, Jingyuan Fan, Jianhuai Wu, Chunming Qiao, Liusheng Huang, Joint Deployment and Routing in Hybrid SDNs, Quality of Service (IWQoS), 2017 IEEE/ACM 24th International Symposium on. IEEE, 2017 [CCF B] [ PDF]

[COMNET'17] *Hongli Xu, Xiangyang Li, Liusheng Huang, Yang Du, Zichun Liu, Partial Flow Statistics Collection for Load-Balanced Routing in Software Defined Networks, Computer Networks (COMNET), 2017 [CCF B] [ PDF]

[ToN'17] Hongli Xu, *Xiangyang Li, Liusheng Huang, Hou Deng, He Huang, Haibo Wang, Incremental Deployment and Throughput Maximization Routing for a Hybrid SDN, IEEE/ACM Transactions on Networking (ToN), 2017 [CCF A] [ PDF]

[DASFAA'17] Yang Du, Hongli Xu, Yu'e Sun, Liusheng Huang, A General Fine-Grained Truth Discovery Approach for Crowdsourced Data Aggregation, DASFAA'17, March.2017 [CCF B] [ PDF]

[INFOCOM'17] Hongli Xu, *He Huang, Shigang Chen, Gongming Zhao, Scalable Software- Defined Networking through Hybrid Switching, INFOCOM'17, Apr. 2017 (Acceptance Rate: 292/1395=20.9%) [CCF A] [ PDF]

[INFOCOM'17] Hongli Xu, Zhuolong Yu, Chen Qian, Xiangyang Li, Zichun Liu, Minimizing Flow Statistics Collection Cost of SDN Using Wildcard Requests, INFOCOM'17, Apr. 2017 (Acceptance Rate: 292/1395=20.9%) [CCF A] [ PDF]

[ICNP'16] Hongli Xu, Zhuolong Yu, Xiangyang Li, Chen Qian, Liusheng Huang, Taeho Jung, Real-time Update with Joint Optimization on Route Selection and Update Scheduling for SDNs, ICNP'16, Nov. 2016. [CCF B] (Best Paper Candidate, Fast Track to ToN) [ PDF]

[IWQoS'16] Hongli Xu, Xiangyang Li, Liusheng Huang, Jianxin Wang, Bing Leng, High-throughput anycast routing and congestion-free reconfiguration for SDNs[C]//Quality of Service (IWQoS), 2016 IEEE/ACM 24th International Symposium on. IEEE, 2016.(Short Paper) [CCF B short paper] [PDF]

[TMC'16] Hongli Xu, Liusheng Huang, Chunming Qiao, Xinglong Wang, Shan Lin, Yu-e Sun, Shared Relay Assignment (SRA) for Many-to-One Traffic in Cooperative Networks, IEEE Transactions on Mobile Computing (TMC), 15(6), pp. 1499-1513, Jun. 2016 [CCF A] [ PDF]

[Wireless Networks'16] Hongli Xu, Xinglong Wang, Long Chen, Liusheng Huang, Price-Based Resource Allocation for Cooperative Communication, Wireless Networks, Mar. 2016 [ PDF]

[Wireless Networks'16] Hongli Xu, Chunming Qiao, Hou Deng, Liusheng Huang, Shared Relay Assignment in Cooperative Communications for Bandwidth Maximization, Wireless Networks, Jan. 2016 [ PDF]

[Wireless Networks'15] Hongli Xu, Liusheng Huang, Long Chen, Shan Lin, Joint Relay Assignment and Rate-Power Allocation for Multiple Paths in Cooperative Networks, Wireless Networks, Apr. 2015 [PDF]

[TPDS'15] Hongli Xu, Liusheng Huang, Chunming Qiao, Weichao Dai, Yu-e Sun, Joint Virtual MIMO and Data Gathering for Wireless Sensor Networks, IEEE Transactions on Parallel and Distributed Systems, 2015 [CCF A] [ PDF]