ANTL先进网络技术实验室

期刊论文

2025年

• Wenting Wei, Liying Fu, Huaxi Gu*, Xueyu Lu, Lei Liu, Shahid Mumtaz, Mohsen Guizani. Iris: Towards Intelligent Reliable Routing for Software Defined Satellite Networks[J]. IEEE Transactions on Communications, 2025, 73(1): 454 – 468（中科院2区）
• Wenting Wei; Huaxi Gu*; Zhe Xiao; Yi Chen. Energy Efficient and Multi-resource Optimization for Virtual Machine Placement by Improving MOEA/D. IEEE Transactions on Parallel and Distributed Systems, 2025, 36(6):1087 – 1099.（中科院2区）
• Wenting Wei, Qingyi Wang, Huaxi Gu*, Danyang Zheng, Ning Zhang and Cemulige Wu. An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning. IEEE Transactions on Network Science and Engineering, 2025, 12(4):3093 – 3107.（中科院2区）
• Zhaoxing Zhou, Huaxi Gu*, Xiaoshan Yu, Qian Zhang, Yunhao Wang. Halo: An Efficient and Scalable Distributed Control Strategy for AWGR-Based Optical Networks[J]. IEEE Transactions on Networking, 2025, 33(5):2664 – 2676.（CCF推荐A类，中科院3区）
• Hong Zou, Huaxi Gu*, Xiaoshan Yu, Zhuodong Wu, Yifeng Zhu. RECCL: optimizing collective algorithms for reconfigurable optical networks[J]. Journal of Optical Communications and Networking, 2025, 17(6): 470-484. (中科院2区)
• Jingwei Li, Huaxi Gu*, Han Wen. Asy-MSFL: Communication-Efficient Federated Learning with Multi-Server Adaptive Updates[J]. IEEE Internet of Things Journal, 2025, 12(16):33659 – 33670.  (中科院2区)
• Wenting Wei, Huaxi Gu*, Liying Fu and Baochun Li. Grace: Toward Routing in Dynamic Network Environments With Graph Embedding[J]. IEEE Transactions on Networking, 2025.（CCF推荐A类，中科院3区)
• Lijing Zhu, Huaxi Gu*, Kun Wang, Guangming Zhang. Saturn: a chiplet-based optical network architecture for breaking the memory wall[J]. Journal of Optical Communications and Networking, 2025, 17(8): 713-719. (中科院2区)
• Liang Qin, Peixin Zhang, Werting Wei, Xingyu Liu and Huaxi. Gu*. Aries: Adaptive Cluster Routing with Flexible Link Allocation for Optical MEO/LEO Satellite Networks [J]. IEEE Transactions on Aerospace and Electronic Systems. 2025. (中科院2区)
• Zou Hong, Gu Huaxi*, Wei Wenting, Li Tiantian, & Tian Hui. SimHost: A Lightweight End-to-End Simulation Framework for HPC Network Systems. ACM Transactions on Architecture and Code Optimization. (CCF A类, 中科院3区)

2024年

• Xinglong Diao, Huaxi Gu*, Wenting Wei, Guoyong Jiang, Baochun Li. Deep Reinforcement Learning Based Dynamic Flowlet Switching for DCN [J]. IEEE Transactions on Could Computing, 2024, 12(2): 580 – 593.（中科院2区）
• Changyun Luo, Huaxi Gu*, Xiaoshan Yu, Lijing Zhu, Zhaoxing Zhou, Huixia Zhang, Weigang Hou. Alarm: An Adaptive Routing Algorithm Based on One-way Delay for Infiniband[J]. IEEE Transactions on Network Science and Engineering, 2024, 11(4):3653 – 3666. （中科院2区）
• Changyun Luo, Huaxi Gu*, Lijing Zhu, Huixia Zhang. FlowStar: Fast Convergence Per-Flow State Accurate Congestion Control for InfiniBand[J]. IEEE/ACM Transactions on Networking, 2024, 32(3): 2662 – 2674.（CCF推荐A类，中科院3区）
• Bowen Zhang, Huaxi Gu*, Grace Li Zhang, Yintang Yang, Ziteng Ma, Ulf Schlichtmann. A 3D Hybrid Optical-Electrical NoC Using Novel Mapping Strategy Based DCNN Dataflow Acceleration[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(7): 1139 – 1154.（中科院2区）
• Kassahun Geresu, Huaxi Gu*, Meaad Fadhel, Wenting Wei, Xiaoshan Yu. ICLB: Intelligent Controllers Load Balancing for Software-Defined Based Optical Data Center Networks[J]. The Journal of Supercomputing, 2024: 1-31.（中科院3区）
• Kassahun Geresu, Huaxi Gu*, Meaad Fadhel, Wenting Wei, Xiaoshan Yu. ODRAD: An optical wireless DCN dynamic-bandwidth reconfiguration with AWGR and deep reinforcement learning[J]. Optical Switching and Networking, 2024, 52: 100771.（中科院4区）
• Liang Qin, Huaxi Gu*, Xiaoshan Yu, Zheyi Cai, Juncheng Liu. Orchid: enhancing HPC interconnection networks through infrequent topology reconfiguration[J]. Journal of Optical Communications and Networking, 2024, 16(6): 644-658. (中科院2区)
• Liang Qin, Huaxi Gu*, Wenting Wei, Zhe Xiao, Zexu Lin, Lu Liu, Ning Wang. Spatio-Temporal Communication Network Traffic Prediction Method Based on Graph Neural Network[J]. Information Sciences, 2024: 121003. （中科院1区Top，CCF推荐B类）
• Wenting Wei, Liying Fu, Huaxi Gu*, Xueyu Lu, Lei Liu, Shahid Mumtaz, Mohsen Guizani. Iris: Towards Intelligent Reliable Routing for Software Defined Satellite Networks[J]. IEEE Transactions on Communications.（中科院2区）（已录用）
• 魏雯婷, 伏丽莹*, 王琨, 卢雪玉, 周兆军. 卫星互联网路由技术综述[J/OL], 西安电子科技大学学报, 1-15.
• 卢雪玉, 魏雯婷*, 伏丽莹, 刘丽哲, 王冬冬. 基于拓扑感知的软件定义卫星网络多业务路由算法[J]. 西安电子科技大学学报.
• Xueyu Lu, Wenting Wei*, Liying Fu, Dong Zhang. Link Attributes Based Multi-Service Routing for Software-Defined Satellite Networks[J]. Computers and Electrical Engineering, 2024, 119: 109467. （中科院3区）
• Li Shuo, Gu Huaxi, Yu Xiaoshan, Huang  Hua, Wang Songyan, Chang Zeshan. COCSN: A Multi-tiered Cascaded Optical Circuit Switching Network for Data Center[J]. IEEE Transactions on Cloud Computing, 2024, 12(4): 1463-1475. (中科院2区)
• Kassahun Geresu, Gu Huaxi*, Xiaoshan Yu, Meaad Fadhel, Hui Tian, Wenting Wei. SROdcn: Scalable and Reconfigurable Optical DCN Architecture for High-Performance Computing[J]. IEEE Transactions on Cloud Computing, 2024. (中科院2区)

2023年

• Wenting Wei, Liying Fu, Huaxi Gu, Yan Zhang, Tao Zou, Chao Wang, Ning Wang. GRL-PS: Graph embedding-based DRL approach for adaptive path selection[J]. IEEE Transactions on Network and Service Management, 2023, 20(3): 2639-2651.（中科院2区）
• Wenting Wei, Huaxi Gu, Kun Wang, Jianjia Li, Xuan Zhang, Ning Wang. Multi-dimensional resource allocation in distributed data centers using deep reinforcement learning[J]. IEEE Transactions on Network and Service Management, 2023, 20(2):1817 – 1829.（中科院2区）
• AL-Makhlafi Moeen, Huaxi Gu, Ahlam Almuaalemi, Eiad Almekhlafi, Musbahu M Adam. RibsNet: A Scalable, High-Performance, and Cost-Effective Two-Layer Based Cloud Data Center Network Architecture[J]. IEEE Transactions on Network and Service Management, 2023, 20(2): 1676-1690.（中科院2区
• Kang Wang, Huaxi Gu, Yintang Yang, Kun Wang, Yue Wang. Impact of Application Characteristics on Laser Energy Fluctuation in Integrated Photonic Switching Systems[J]. IEEE Photonics Journal, 2023, 15(1): 1-12.（中科院4区）
• Bowen Zhang, Huaxi Gu*, Kun Wang, Yintang Yang, Ziteng Ma. OECS: a deep convolutional neural network accelerator based on 3D hybrid optical-electrical NoC[J]. Journal of Optical Communications and Networking, 2023, 15(11):839 – 853.（中科院1区）

2022年

• 王佳辉，魏雯婷*，王领，顾华玺，光片上网络中基于NSGA-II的多目标映射方法研究[J].电子学报, 2022, 50(10): 2372-2380.（核心期刊）
• Yong Liu, Huaxi Gu*, Zhaoxing Zhou, Ning Wang. RSLB: Robust and Scalable Load Balancing in Software-Defined Data Center Networks[J]. IEEE Transactions on Network and Service Management, 2022, 19(4): 4706-4720.（中科院2区）
• Wenting Wei, Huaxi Gu*, Wenshuai Deng，Zhe Xiao, Xinming Ren. ABL-TC: A Lightweight Design for Network Traffic Classification Empowered by Deep Learning[J]. Neurocomputing, 489 (2022): 333–344.（中科院2区）
• Xinglong Diao, Huaxi Gu*, Xiaoshan Yu, Liang Qin and Changyun Luo. Flex: A Flowlet-Level Load Balancing Based on Load-Adaptive Timeout in DCN[J]. Future Generation Computer Systems, 2022, 130: 219-230.（中科院2区）
• Yue Wang, Huaxi Gu*, Yonghui Tian, Lei Huang, Kang Wang. A Scalable Low-Power Optical Chip: Realization and Static Loss Analysis[J]. IEEE Photonics Technology Letters, 2022, 34(9): 463-466.（中科院3区）
• Zhuangzhuang Liu, Huaxi Gu*, Bowen Zhang, Canran Shi. An Efficient Dataflow Mapping Method for Convolutional Neural Networks[J]. Neural Processing Letters, 2022, 54(2): 1075-1090.（中科院4区）
• Yunfeng Lu, Huaxi Gu*, Xiaoshan Yu, and Peng Li. The Fast Control Plane for Flexible and Scalable Optical Interconnects[J]. Optics Express, 2022, 30(3): 3316-3328.（中科院2区）
• Wenting Wei, Ruying Yang, Huaxi Gu*, Weike Zhao, Chen Chen, Shaohua Wan. Multi-objective optimization for resource allocation in vehicular cloud computing networks[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(12): 25536-25545.（中科院1区）
• Bowen Zhang, Huaxi Gu*, Kun Wang and Yintang Yang. A Novel CONV Acceleration Strategy Based on Logical PE Set Segmentation for Row Stationary Dataflow[J]. IEEE Transactions on Computers, 2022, 71(6): 1466-1478. (中科院2区)
• Yong Liu, Huaxi Gu*, Ning Wang. Hpstos: High-performance and scalable traffic optimization strategy for mixed flows in data center networks[J]. IEEE Transactions on Cloud Computing, 2022, 10(4): 2649-2663.(中科院2区)

2021年

• Lijing Zhu, Huaxi Gu*, Xiaoshan Yu, Wenhao Sun. AMLR: An Adaptive Multi-Level Routing Algorithm for Dragonfly Network[J]. IEEE Communications Letters, 2021, 25(11): 3533-3536.(中科院3区)
• Meaad Fadhel, Lei Huang, Huaxi Gu*. Universal Method for Constructing Fault-Tolerant Optical Routers Using RRW[J]. Wireless Communications and Mobile Computing, 2021, 2021: 1-15.(中科院4区)
• Yunfeng Lu, Huaxi Gu*, Xiaoshan Yu, and Peng Li. X-NEST: A scalable, flexible, and high-performance network architecture for distributed machine learning[J]. Journal of Lightwave Technology, 2021, 39(13): 4247-4254. (中科院2区)
• Meaad Fadhel, Huaxi Gu*, Wenting Wei. DORR: a DOR-based non-blocking optical router for 3D photonic network-on-chips[J]. IEICE TRANSACTIONS on Information and Systems, 2021, 104(5): 688-696.(中科院4区)
• Xiaoshan Yu, Huaxi Gu*, Shuo Li, Yunfeng Lu. A Fast Circuit Scheduling Scheme for Optical Data Center Networks[J]. IEEE Photonics Technology Letters, 2021, 33(11): 561-564. (中科院3区)
• Xingming Ren, Huaxi Gu*, Wenting Wei. Tree-RNN: Tree structural recurrent neural network for network traffic classification[J]. Expert Systems with Applications, 2021, 167: 114363.（中科院1区）
• Lijing Zhu, Huaxi Gu*, Yintang Yang, Yawen Chen. Making path selection faster: a routing algorithm for ONoC[J]. Optics Express, 2021, 29(7): 10221-10235. (中科院2区)
• Yong Liu, Huaxi Gu*, Fulong Yan, Nicola Calabretta. Highly-efficient switch migration for controller load balancing in elastic optical inter-datacenter networks[J]. IEEE Journal on Selected Areas in Communications, 2021, 39(9): 2748-2761. (中科院1区)
• Wenting Wei, Huaxi Gu*, Baochun Li. Congestion control: A renaissance with machine learning[J]. IEEE Network, 2021, 35(4): 262-269. (中科院2区)
• Yong Liu, Huaxi Gu*, KangWang, Xiaoshan Yu, Yunhao Wang. An adaptive failure recovery mechanism based on asymmetric routing for data center networks[J]. The Journal of Supercomputing, 2021, 77: 2103-2123. (中科院3区)
• Jiayu Liu（2015届本科生，本科毕设成果）, Huaxi Gu*, Wenting Wei, Ziqi Chen, Yawen Chen. An Efficient Shortest Path Algorithm for Content-Based Routing On 2-D Mesh Accelerator Networks[J]. Future Generation Computer Systems, 2021, 114:519-530. (中科院2区）
• Danyang Zheng, Huaxi Gu*, Wenting Wei, Chengzong Peng, Xiaojun Cao.Network service chaining and embedding with provable bounds[J]. IEEE Internet of Things Journal, 2020, 8(9): 7140-7151. (中科院1区)

2020年

• Shangqi Ma, Huaxi Gu*, Hao Lan, Xiaoshan Yu, Kun Wang. Rss: a relay-based schedule scheme for optical data center network[J]. Photonic Network Communications, 2020, 39: 70-77.(中科院4区)
• Wenting Wei, Huaxi Gu*, Achille Pattavina, Jiru Wang, Yi Zeng. Optimizing energy and spectrum efficiency of virtual optical network embedding in elastic optical networks[J]. Optical Switching and Networking, 2020, 37: 100568.(中科院3区)
• 刁兴龙, 余晓杉, 刘勇, 等. 数据中心 Clos 网络负载均衡方案: 问题, 进展与展望[J]. 计算机学报, 2020, 43(12): 2241-2258.
• Moeen Al-Makhlafi, Huaxi Gu*, Xiaoshan Yu, Yunfeng Lu. P-Cube: A New Two-Layer Topology for Data Center Networks Exploiting Dual-Port Servers[J]. IEICE Transactions on Communications, 2020, 103(9): 940-950.(中科院4区)
• Lei Huang, Huaxi Gu*, Yonghui Tian, Ting Zhao. Universal method for constructing the on-chip optical router with wavelength routing technology[J]. Journal of Lightwave Technology, 2020, 38(15): 3815-3821.(中科院2区)
• Hui Li, Feiyang Liu, Huaxi Gu*, Zhuqin Chu, Xiaochun Ye. A reliability-aware joint design method of application mapping and wavelength assignment for WDM-based silicon photonic interconnects on chip[J]. IEEE Access, 2020, 8: 73457-73474.
• WentingWei, KunWang*, KexinWang, HuaxiGu, HongShen.  Multi-resource balance optimization for virtual machine placement in cloud data centers[J]. Computers & Electrical Engineering, 2020, 88: 106866.(中科院3区)
• Yunfeng Lu, Huaxi Gu*, Xiaoshan Yu, and Krishnendu Chakrabarty. Lotus: A new topology for large-scale distributed machine learning[J]. ACM Journal on Emerging Technologies in Computing Systems (JETC), 2020, 17(1): 1-21.(中科院4区)
• Youhe Jiang（2021届本科生，2017级本科生）, Huaxi Gu*, Yunfeng Lu, Xiaoshan Yu. 2D-HRA: Two-Dimensional Hierarchical Ring-based All-reduce Algorithm in Large-Scale Distributed Machine Learning.IEEE Access, 2020, 8: 183488-183494.