Zehua Guo 0001 - researchr alias

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2024

2023

Toward Flexible and Predictable Path Programmability Recovery Under Multiple Controller Failures in Software-Defined WANsZehua Guo 0001, Songshi Dou, Wenfei Wu, Yuanqing Xia. ton, 31(5):1965-1980, October 2023. [doi]

Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center NetworksZehua Guo 0001, Jiayu Wang, Sen Liu 0002, Jineng Ren, Yang Xu 0010, Chao Yao. tcc, 11(3):2296-2311, July - September 2023. [doi]

SpongeTraining: Achieving High Efficiency and Accuracy for Wireless Edge-Assisted Online Distributed LearningZehua Guo 0001, Jiayu Wang, Sen Liu 0002, Jineng Ren, Yang Xu 0010, Yi Wang 0004. tmc, 22(8):4930-4945, August 2023. [doi]

Analysis and Management of Network Function StatesZehua Guo 0001, Hao Wang, Yi Cai, Zhi-Li Zhang. network, 37(2):206-212, March / April 2023. [doi]

RateSheriff: Multipath Flow-aware and Resource Efficient Rate Limiter Placement for Data Center NetworksSongshi Dou, Yongchao He, Sen Liu 0002, Wenfei Wu, Zehua Guo 0001. iwqos 2023: 1-10 [doi]

Maintaining QoS-aware and Resilient Path Programmability for Metaverse in SD-WANsSongshi Dou, Li Qi, Zehua Guo 0001. acmturc 2023: 81-82 [doi]

Exploring the Impact of Critical Programmability on Controller Placement for Software-Defined Wide Area NetworksSongshi Dou, Li Qi, Chao Yao, Zehua Guo 0001. ton, 31(6):2575-2588, December 2023. [doi]

Efficient and Structural Gradient Compression with Principal Component Analysis for Distributed TrainingJiaxin Tan, Chao Yao, Zehua Guo 0001. apnet 2023: 217-218 [doi]

A Collaborative Superpixelwise Autoencoder for Unsupervised Dimension Reduction in Hyperspectral ImagesChao Yao, Lingfeng Zheng, Longchao Feng, Fan Yang 0020, Zehua Guo 0001, Miao Ma. remotesensing, 15(17):4211, September 2023. [doi]

Reinforcement Learning-based Traffic Engineering for QoS Provisioning and Load BalancingMinghao Ye, Yang Hu, Junjie Zhang 0001, Zehua Guo 0001, H. Jonathan Chao. iwqos 2023: 1-10 [doi]

LARRI: Learning-based Adaptive Range Routing for Highly Dynamic Traffic in WANsMinghao Ye, Junjie Zhang 0001, Zehua Guo 0001, H. Jonathan Chao. infocom 2023: 1-10 [doi]

Roracle: Enabling Lookahead Routing for Scalable Traffic Engineering with Supervised LearningMinghao Ye, Junjie Zhang 0001, Zehua Guo 0001, H. Jonathan Chao. icnp 2023: 1-11 [doi]

FlexDATE: Flexible and Disturbance-Aware Traffic Engineering With Reinforcement Learning in Software-Defined NetworksMinghao Ye, Junjie Zhang 0001, Zehua Guo 0001, H. Jonathan Chao. ton, 31(4):1433-1448, August 2023. [doi]

SMAF: a secure and makespan-aware framework for executing serverless workflowsShuai Zhang, Yunfei Guo, Zehua Guo 0001, Hongchao Hu, Guozhen Chen. chinaf, 66(3), March 2023. [doi]

2022

Bringing Machine Learning to Software-Defined NetworksZehua Guo 0001. Springer Briefs in Computer Science, Springer, 2022. [doi]

Maintaining Control Resiliency and Flow Programmability in Software-Defined WANs During Controller FailuresZehua Guo 0001, Songshi Dou, Sen Liu, Wendi Feng, Wenchao Jiang, Yang Xu 0010, Zhi-Li Zhang. ton, 30(3):969-984, 2022. [doi]

SDNShield: NFV-Based Defense Framework Against DDoS Attacks on SDN Control PlaneKuan-yin Chen, Sen Liu, Yang Xu 0010, Ishant Kumar Siddhrau, Siyu Zhou, Zehua Guo 0001, H. Jonathan Chao. ton, 30(1):1-17, 2022. [doi]

SFP: Service Function Chain Provision on Programmable Switches for Cloud TenantsHongyi Huang, Wenfei Wu, Yongchao He, Zehua Guo 0001. ipps 2022: 1239-1249 [doi]

ERA: Meeting the Fairness between Sender-driven and Receiver-driven Transmission Protocols in Data Center NetworksSen Liu, Furong Liang, Wei Yan, Zehua Guo 0001, Xiang Lin, Yang Xu 0010. icdcs 2022: 291-301 [doi]

Network Coding-based Resilient Routing for Maintaining Data Security and Availability in Software-Defined NetworksHaoran Ni, Zehua Guo 0001, Changlin Li, Songshi Dou, Chao Yao, Thar Baker. jnca, 205:103372, 2022. [doi]

Low Control Latency SD-WANs for MetaverseLi Qi, Songshi Dou, Zehua Guo 0001, Changlin Li, Yang Li, Tengteng Zhu. icdcs 2022: 266-271 [doi]

SDN-ESRC: A Secure and Resilient Control Plane for Software-Defined NetworksQuan Ren, Zehua Guo 0001, Jiangxing Wu, Tao Hu 0002, Lu Jie 0006, Yuxiang Hu, Lei He. tnsm, 19(3):2366-2381, 2022. [doi]

TSBS: A Two-Stage Backpressure Scheduling scheme over multihop wireless networksChenggang Shan, Yuanqing Xia, Zehua Guo 0001, Guan Wang, Jinhui Zhang. adhoc, 132:102874, 2022. [doi]

Enabling Scalable Routing in Software-Defined Networks With Deep Reinforcement Learning on Critical NodesPenghao Sun, Zehua Guo 0001, Junfei Li, Yang Xu 0010, Julong Lan, Yuxiang Hu. ton, 30(2):629-640, 2022. [doi]

ABS: Adaptive Buffer Sizing via Augmented Programmability with Machine LearningJiaxin Tang, Sen Liu, Yang Xu, Zehua Guo 0001, Junjie Zhang 0001, Peixuan Gao, Yang Chen, Xin Wang, H. Jonathan Chao. infocom 2022: 2038-2047 [doi]

A Brief Survey on Recent Advances in Cloud Control SystemsYuanqing Xia, Yuan Zhang 0016, Li Dai, Yufeng Zhan, Zehua Guo 0001. tcasII, 69(7):3108-3114, 2022. [doi]

Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-Based Routing With Reinforcement LearningMinghao Ye, Yang Hu, Junjie Zhang 0001, Zehua Guo 0001, H. Jonathan Chao. jsac, 40(9):2662-2677, 2022. [doi]

2021

AggreFlow: Achieving Power Efficiency, Load Balancing, and Quality of Service in Data Center NetworksZehua Guo 0001, Yang Xu 0010, Ya-Feng Liu, Sen Liu, H. Jonathan Chao, Zhi-Li Zhang, Yuanqing Xia. ton, 29(1):17-33, 2021. [doi]

HybridFlow: Achieving Load Balancing in Software-Defined WANs With Scalable RoutingZehua Guo 0001, Songshi Dou, Yi Wang 0004, Sen Liu, Wendi Feng, Yang Xu 0010. tcom, 69(8):5255-5268, 2021. [doi]

Enabling Technologies for Energy CloudThar Baker, Zehua Guo 0001, Ali Ismail Awad, Shangguang Wang, Benjamin C. M. Fung. jpdc, 152:108-110, 2021. [doi]

ProgrammabilityMedic: Predictable Path Programmability Recovery under Multiple Controller Failures in SD-WANsSongshi Dou, Zehua Guo 0001, Yuanqing Xia. icdcs 2021: 461-471 [doi]

Matchmaker: Maintaining network programmability for Software-Defined WANs under multiple controller failuresSongshi Dou, Guochun Miao, Zehua Guo 0001, Chao Yao, Weiran Wu, Yuanqing Xia. cn, 192:108045, 2021. [doi]

Optimizing Flow Completion Time via Adaptive Buffer Management in Data Center NetworksSen Liu, Xiang Lin, Zehua Guo 0001, Yi Wang 0004, Mohamed Adel Serhani, Yang Xu 0010. icpp 2021: [doi]

Communication-efficient hierarchical distributed optimization for multi-agent policy evaluationJineng Ren, Jarvis D. Haupt, Zehua Guo 0001. jocs, 49:101280, 2021. [doi]

Video Quality and Popularity-aware Video Caching in Content Delivery NetworksYijun Sun, Zehua Guo 0001, Songshi Dou, Yuanqing Xia. icws 2021: 648-650 [doi]

Poster: Enabling Fast Forwarding in Hybrid Software-Defined NetworksYijun Sun, Zehua Guo 0001, Songshi Dou, Junjie Zhang 0001, Changlin Li, Xiang Ouyang. icnp 2021: 1-2 [doi]

ScaleDRL: A Scalable Deep Reinforcement Learning Approach for Traffic Engineering in SDN with Pinning ControlPenghao Sun, Zehua Guo 0001, Julong Lan, Junfei Li, Yuxiang Hu, Thar Baker. cn, 190:107891, 2021. [doi]

A Scalable Deep Reinforcement Learning Approach for Traffic Engineering Based on Link ControlPenghao Sun, Julong Lan, Junfei Li, Jianpeng Zhang, Yuxiang Hu, Zehua Guo 0001. icl, 25(1):171-175, 2021. [doi]

Combining Deep Reinforcement Learning With Graph Neural Networks for Optimal VNF PlacementPenghao Sun, Julong Lan, Junfei Li, Zehua Guo 0001, Yuxiang Hu. icl, 25(1):176-180, 2021. [doi]

Exploring the Impact of Attacks on Ring AllReduceJiayu Wang, Peng Liu, Zehua Guo 0001, Sen Liu, Chao Yao. apnet 2021: 12-13 [doi]

An adaptive defense mechanism to prevent advanced persistent threatsYi-xi Xie, Li-Xin Ji, Ling-shu Li, Zehua Guo 0001, Thar Baker. connection, 33(2):359-379, 2021. [doi]

Federated Traffic Engineering with Supervised Learning in Multi-region NetworksMinghao Ye, Junjie Zhang 0001, Zehua Guo 0001, H. Jonathan Chao. icnp 2021: 1-12 [doi]

DATE: Disturbance-Aware Traffic Engineering with Reinforcement Learning in Software-Defined NetworksMinghao Ye, Junjie Zhang 0001, Zehua Guo 0001, H. Jonathan Chao. iwqos 2021: 1-10 [doi]

2020

Improving the Path Programmability for Software-Defined WANs under Multiple Controller FailuresZehua Guo 0001, Songshi Dou, Wenchao Jiang. iwqos 2020: 1-10 [doi]

SmartEntry: Mitigating Routing Update Overhead with Reinforcement Learning for Traffic EngineeringJunjie Zhang 0001, Zehua Guo 0001, Minghao Ye, H. Jonathan Chao. sigcomm 2020: 1-7 [doi]

Exploring the role of paths for dynamic switch assignment in software-defined networksZehua Guo 0001, Shaojun Zhang, Wendi Feng, Weichao Wu, Julong Lan. fgcs, 107:238-246, 2020. [doi]

Traffic Control for RDMA-Enabled Data Center Networks: A SurveyZehua Guo 0001, Sen Liu, Zhi-Li Zhang. sj, 14(1):677-688, 2020. [doi]

Mitigating malicious packets attack via vulnerability-aware heterogeneous network devices assignmentJianjian Ai, Hongchang Chen, Zehua Guo 0001, Guozhen Cheng, Thar Baker. fgcs, 111:841-852, 2020. [doi]

COMITMENT: A Fog Computing Trust Management ApproachMohammed Al-Khafajiy, Thar Baker, Muhammad Asim, Zehua Guo 0001, Rajiv Ranjan, Antonella Longo, Deepak Puthal, Mark Taylor. jpdc, 137:1-16, 2020. [doi]

BAGUETTE: Towards a Secure and Cost-effective Switch Upgrade in Hybrid Software-Defined NetworksWendi Feng, Zehua Guo 0001, Chuanchang Liu, Yueming Zheng, Meng Wang, Bo Cheng 0001, Junliang Chen. icc 2020: 1-6 [doi]

MobiGyges: A mobile hidden volume for preventing data loss, improving storage utilization, and avoiding device rebootWendi Feng, Chuanchang Liu, Zehua Guo 0001, Thar Baker, Gang Wang, Meng Wang, Bo Cheng 0001, Junliang Chen. fgcs, 109:158-171, 2020. [doi]

A BBR-based congestion control for delay-sensitive real-time applicationsSayed Najmuddin, Muhammad Asim, Kashif Munir, Thar Baker, Zehua Guo 0001, Rajiv Ranjan. computing, 102(12):2541-2563, 2020. [doi]

DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow SchedulingPenghao Sun, Zehua Guo 0001, Junchao Wang, Junfei Li, Julong Lan, Yuxiang Hu. IJCAI 2020: 3314-3320 [doi]

Improving the Scalability of Deep Reinforcement Learning-Based Routing with Control on Partial NodesPenghao Sun, Julong Lan, Zehua Guo 0001, Yang Xu, Yuxiang Hu. icassp 2020: 3557-3561 [doi]

QOS-Aware Flow Control for Power-Efficient Data Center Networks with Deep Reinforcement LearningPenghao Sun, Zehua Guo 0001, Sen Liu, Julong Lan, Yuxiang Hu. icassp 2020: 3552-3556 [doi]

SmartFCT: Improving power-efficiency for data center networks with deep reinforcement learningPenghao Sun, Zehua Guo 0001, Sen Liu, Julong Lan, Junchao Wang, Yuxiang Hu. cn, 179:107255, 2020. [doi]

MARVEL: Enabling controller load balancing in software-defined networks with multi-agent reinforcement learningPenghao Sun, Zehua Guo 0001, Gang Wang 0014, Julong Lan, Yuxiang Hu. cn, 177:107230, 2020. [doi]

Efficient flow migration for NFV with Graph-aware deep reinforcement learningPenghao Sun, Julong Lan, Junfei Li, Zehua Guo 0001, Yuxiang Hu, Tao Hu 0002. cn, 183:107575, 2020. [doi]

DeepMigration: Flow Migration for NFV with Graph-based Deep Reinforcement LearningPenghao Sun, Julong Lan, Zehua Guo 0001, Di Zhang, Xianfu Chen, Yuxiang Hu, Zhi Liu. icc 2020: 1-6 [doi]

Poster: Maintaining Training Efficiency and Accuracy for Edge-assisted Online Federated Learning with ABSJiayu Wang, Zehua Guo 0001, Sen Liu, Yuanqing Xia. icnp 2020: 1-2 [doi]

Protecting scientific workflows in clouds with an intrusion tolerant systemYa Wen Wang, Yunfei Guo, Zehua Guo 0001, Wenyan Liu, Chao Yang 0012. iet-ifs, 14(2):157-165, 2020. [doi]

CLOSURE: A cloud scientific workflow scheduling algorithm based on attack-defense game modelYawen Wang, Yunfei Guo, Zehua Guo 0001, Thar Baker, Wenyan Liu. fgcs, 111:460-474, 2020. [doi]

2019

RetroFlow: maintaining control resiliency and flow programmability for software-defined WANsZehua Guo 0001, Wendi Feng, Sen Liu, Wenchao Jiang, Yang Xu, Zhi-Li Zhang. iwqos 2019: [doi]

Joint Switch Upgrade and Controller Deployment in Hybrid Software-Defined NetworksZehua Guo 0001, Weikun Chen, Ya-Feng Liu, Yang Xu, Zhi-Li Zhang. jsac, 37(5):1012-1028, 2019. [doi]

RAPID: Avoiding TCP Incast Throughput Collapse in Public Clouds With Intelligent Packet DiscardingYang Xu 0010, Shikhar Shukla, Zehua Guo 0001, Sen Liu, Adrian Sai-Wah Tam, Kang Xi, H. Jonathan Chao. jsac, 37(8):1911-1923, 2019. [doi]

Improving Resiliency of Software-Defined Networks with Network Coding-based Multipath RoutingJianjian Ai, Hongchang Chen, Zehua Guo 0001, Guozhen Cheng, Thar Baker. ISCC 2019: 1-6 [doi]

Improving the Routing Security in Software-Defined NetworksJianjian Ai, Zehua Guo 0001, Hongchang Chen, Guozhen Cheng. icl, 23(5):838-841, 2019. [doi]

Data Loss Prevention and Storage Utilization Improvement of the Hidden Volume on Mobile DevicesWendi Feng, Chuanchang Liu, Zehua Guo 0001, Thar Baker, Bo Cheng 0001, Junliang Chen. ISCC 2019: 1-6 [doi]

Dynamic slave controller assignment for enhancing control plane robustness in software-defined networksTao Hu, Peng Yi, Zehua Guo 0001, Julong Lan, Yuxiang Hu. fgcs, 95:681-693, 2019. [doi]

Chunk-level request-grant-transfer mode for QoE-sensitive video delivery in CDNGengbiao Shen, Qing Li, Yong Jiang, Richard O. Sinnott, Dong Lin, Zehua Guo 0001, Yi Wang. iwqos 2019: [doi]

SINET: Enabling Scalable Network Routing with Deep Reinforcement Learning on Partial NodesPenghao Sun, Junfei Li, Zehua Guo 0001, Yang Xu, Julong Lan, Yuxiang Hu. sigcomm 2019: 88-89 [doi]

Securing the Intermediate Data of Scientific Workflows in Clouds With ACISOYa Wen Wang, Yunfei Guo, Zehua Guo 0001, Wenyan Liu, Chao Yang 0012. access, 7:126603-126617, 2019. [doi]

An Adaptive and Lightweight Update Mechanism for SDNChanghe Yu, Julong Lan, Zehua Guo 0001, Yuxiang Hu, Thar Baker. access, 7:12914-12927, 2019. [doi]

2018

Balancing flow table occupancy and link utilization in software-defined networksZehua Guo 0001, Yang Xu 0010, Ruoyan Liu, Andrey Gushchin, Kuan-yin Chen, Anwar Walid, H. Jonathan Chao. fgcs, 89:213-223, 2018. [doi]

BWManager: Mitigating Denial of Service Attacks in Software-Defined Networks Through Bandwidth PredictionTao Wang 0018, Zehua Guo 0001, Hongchang Chen, Wei Liu. tnsm, 15(4):1235-1248, 2018. [doi]

Thwarting Worm Spread in Heterogeneous Networks With Diverse Variant PlacementJianjian Ai, Zehua Guo 0001, Hongchang Chen. icl, 22(7):1346-1349, 2018. [doi]

Adaptive Slave Controller Assignment for Fault-Tolerant Control Plane in Software-Defined NetworkingTao Hu, Zehua Guo 0001, Jianhui Zhang, Julong Lan. icc 2018: 1-6 [doi]

Multi-controller Based Software-Defined Networking: A SurveyTao Hu, Zehua Guo 0001, Peng Yi, Thar Baker, Julong Lan. access, 6:15980-15996, 2018. [doi]

Intelligent path control for energy-saving in hybrid SDN networksXuya Jia, Yong Jiang 0001, Zehua Guo 0001, Gengbiao Shen, Lei Wang. cn, 131:65-76, 2018. [doi]

DROM: Optimizing the Routing in Software-Defined Networks With Deep Reinforcement LearningChanghe Yu, Julong Lan, Zehua Guo 0001, Yuxiang Hu. access, 6:64533-64539, 2018. [doi]

2015

JumpFlow: Reducing flow table usage in software-defined networksZehua Guo 0001, Yang Xu, Marco Cello, Junjie Zhang, ZiCheng Wang, Mingjian Liu, H. Jonathan Chao. cn, 92:300-315, 2015. [doi]

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