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Zehua Guo 0001
Person information
- affiliation: Beijing Institute of Technology, China
- affiliation (former): University of Minnesota, Minneapolis, MN, USA
- affiliation (former): ChinaCache, Beijing, China
- affiliation (PhD 2014): Northwestern Polytechnical University, Xi'an, China
Other persons with the same name
- Zehua Guo 0002 — Microsoft
- Zehua Guo 0003 — Fudan University, Shanghai, China
- Zehua Guo 0004
— Shanghai Jiao Tong University, School of Electronic Information and Electrical Engineering, China
- Zehua Guo 0005
- Zehua Guo 0006 — University of California San Diego, CA, USA
- Zehua Guo 0007 — Xsense.ai Inc, San Diego, CA, USA
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2020 – today
- 2024
- [j65]Songshi Dou
Mitigating the impact of controller failures on QoS robustness for software-defined wide area networks. Comput. Networks 238: 110096 (2024) - [j64]Tengteng Zhu
Byzantine-robust Federated Learning via Cosine Similarity Aggregation. Comput. Networks 254: 110730 (2024) - [j63]Ziyong Li
Building Scalable and Flexible Virtual Networks on Programmable Data Plane. IEEE Netw. 38(2): 193-201 (2024) - [j62]Haowen Zhu, Wenchao Jiang
When In-Network Computing Meets Distributed Machine Learning. IEEE Netw. 38(5): 238-246 (2024) - [j61]Zehua Guo
Maintaining the Network Performance of Software-Defined WANs With Efficient Critical Routing. IEEE Trans. Netw. Serv. Manag. 21(2): 2240-2252 (2024) - [j60]Penghao Sun
Realizing the Carbon-Aware Service Provision in ICT System. IEEE Trans. Netw. Serv. Manag. 21(4): 4090-4103 (2024) - [j59]Zehua Guo
Toward Improved Path Programmability Recovery for Software-Defined WANs Under Multiple Controller Failures. IEEE/ACM Trans. Netw. 32(1): 143-158 (2024) - [j58]Yuntian Zhang
Prophet: Traffic Engineering-Centric Traffic Matrix Prediction. IEEE/ACM Trans. Netw. 32(1): 822-832 (2024) - [j57]Zehua Guo
Maintaining Control Resiliency for Traffic Engineering in SD-WANs. IEEE/ACM Trans. Netw. 32(4): 3485-3498 (2024) - [c41]Xiaoyang Fu
Exploring the Impact of Traffic Scheduling on Network Soft Slicing. APNet 2024: 204-205 - [c40]Sen Liu
Halflife: An Adaptive Flowlet-based Load Balancer with Fading Timeout in Data Center Networks. EuroSys 2024: 66-81 - [c39]Cheng Gu, Xin Song, Ben Hok Ng, Qiao Xiang, Zehua Guo, Geng Li:
An ML-Accelerated Framework for Large-Scale Constrained Traffic Engineering. ICDCS 2024: 47-58 - [c38]Huifeng Xing, Yuyan Ding, Huiru Huang, Zixuan Chen, Sen Liu, Zehua Guo, Muath Al-Hasan, Mohamed Adel Serhani, Yang Xu:
Hierarchical Sketch: An Efficient, Scalable and Latency-aware Content Caching Design for Content Delivery Networks. IWQoS 2024: 1-6 - [c37]Haowen Zhu, Minghao Ye, Zehua Guo:
Toward Determined Service for Distributed Machine Learning. IWQoS 2024: 1-6 - [c36]Songshi Dou
ARES: Predictable Traffic Engineering under Controller Failures in SD-WANs. WWW 2024: 2703-2712 - 2023
- [j56]Shuai Zhang, Yunfei Guo, Zehua Guo, Hongchao Hu, Guozhen Chen:
SMAF: a secure and makespan-aware framework for executing serverless workflows. Sci. China Inf. Sci. 66(3) (2023) - [j55]Zehua Guo, Hao Wang, Yi Cai, Zhi-Li Zhang:
Analysis and Management of Network Function States. IEEE Netw. 37(2): 206-212 (2023) - [j54]Chao Yao
A Collaborative Superpixelwise Autoencoder for Unsupervised Dimension Reduction in Hyperspectral Images. Remote. Sens. 15(17): 4211 (2023) - [j53]Zehua Guo
Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center Networks. IEEE Trans. Cloud Comput. 11(3): 2296-2311 (2023) - [j52]Zehua Guo, Jiayu Wang, Sen Liu
SpongeTraining: Achieving High Efficiency and Accuracy for Wireless Edge-Assisted Online Distributed Learning. IEEE Trans. Mob. Comput. 22(8): 4930-4945 (2023) - [j51]Minghao Ye
FlexDATE: Flexible and Disturbance-Aware Traffic Engineering With Reinforcement Learning in Software-Defined Networks. IEEE/ACM Trans. Netw. 31(4): 1433-1448 (2023) - [j50]Zehua Guo
Toward Flexible and Predictable Path Programmability Recovery Under Multiple Controller Failures in Software-Defined WANs. IEEE/ACM Trans. Netw. 31(5): 1965-1980 (2023) - [j49]Songshi Dou
Exploring the Impact of Critical Programmability on Controller Placement for Software-Defined Wide Area Networks. IEEE/ACM Trans. Netw. 31(6): 2575-2588 (2023) - [c35]Songshi Dou
Maintaining QoS-aware and Resilient Path Programmability for Metaverse in SD-WANs. ACM TUR-C 2023: 81-82 - [c34]Jiaxin Tan
Efficient and Structural Gradient Compression with Principal Component Analysis for Distributed Training. APNet 2023: 217-218 - [c33]Minghao Ye
Roracle: Enabling Lookahead Routing for Scalable Traffic Engineering with Supervised Learning. ICNP 2023: 1-11 - [c32]Minghao Ye
LARRI: Learning-based Adaptive Range Routing for Highly Dynamic Traffic in WANs. INFOCOM 2023: 1-10 - [c31]Songshi Dou, Yongchao He, Sen Liu, Wenfei Wu, Zehua Guo:
RateSheriff: Multipath Flow-aware and Resource Efficient Rate Limiter Placement for Data Center Networks. IWQoS 2023: 1-10 - [c30]Minghao Ye
Reinforcement Learning-based Traffic Engineering for QoS Provisioning and Load Balancing. IWQoS 2023: 1-10 - [i5]Chenggang Shan, Chuge Wu, Yuanqing Xia, Zehua Guo, Danyang Liu, Jinhui Zhang:
Adaptive Resource Allocation for Workflow Containerization on Kubernetes. CoRR abs/2301.08409 (2023) - 2022
- [b1]Zehua Guo:
Bringing Machine Learning to Software-Defined Networks. Springer Briefs in Computer Science, Springer 2022, ISBN 978-981-19-4873-2, pp. 1-68 - [j48]Chenggang Shan
TSBS: A Two-Stage Backpressure Scheduling scheme over multihop wireless networks. Ad Hoc Networks 132: 102874 (2022) - [j47]Haoran Ni
Network Coding-based Resilient Routing for Maintaining Data Security and Availability in Software-Defined Networks. J. Netw. Comput. Appl. 205: 103372 (2022) - [j46]Minghao Ye
Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-Based Routing With Reinforcement Learning. IEEE J. Sel. Areas Commun. 40(9): 2662-2677 (2022) - [j45]Yuanqing Xia
A Brief Survey on Recent Advances in Cloud Control Systems. IEEE Trans. Circuits Syst. II Express Briefs 69(7): 3108-3114 (2022) - [j44]Quan Ren
SDN-ESRC: A Secure and Resilient Control Plane for Software-Defined Networks. IEEE Trans. Netw. Serv. Manag. 19(3): 2366-2381 (2022) - [j43]Kuan-yin Chen
SDNShield: NFV-Based Defense Framework Against DDoS Attacks on SDN Control Plane. IEEE/ACM Trans. Netw. 30(1): 1-17 (2022) - [j42]Penghao Sun
Enabling Scalable Routing in Software-Defined Networks With Deep Reinforcement Learning on Critical Nodes. IEEE/ACM Trans. Netw. 30(2): 629-640 (2022) - [j41]Zehua Guo
Maintaining Control Resiliency and Flow Programmability in Software-Defined WANs During Controller Failures. IEEE/ACM Trans. Netw. 30(3): 969-984 (2022) - [c29]Li Qi, Songshi Dou, Zehua Guo, Changlin Li, Yang Li, Tengteng Zhu:
Low Control Latency SD-WANs for Metaverse. ICDCS Workshops 2022: 266-271 - [c28]Sen Liu, Furong Liang, Wei Yan, Zehua Guo, Xiang Lin, Yang Xu:
ERA: Meeting the Fairness between Sender-driven and Receiver-driven Transmission Protocols in Data Center Networks. ICDCS 2022: 291-301 - [c27]Jiaxin Tang, Sen Liu, Yang Xu
ABS: Adaptive Buffer Sizing via Augmented Programmability with Machine Learning. INFOCOM 2022: 2038-2047 - [c26]Hongyi Huang, Wenfei Wu, Yongchao He, Zehua Guo:
SFP: Service Function Chain Provision on Programmable Switches for Cloud Tenants. IPDPS 2022: 1239-1249 - 2021
- [j40]Penghao Sun, Zehua Guo, Julong Lan, Junfei Li, Yuxiang Hu, Thar Baker
ScaleDRL: A Scalable Deep Reinforcement Learning Approach for Traffic Engineering in SDN with Pinning Control. Comput. Networks 190: 107891 (2021) - [j39]Songshi Dou
Matchmaker: Maintaining network programmability for Software-Defined WANs under multiple controller failures. Comput. Networks 192: 108045 (2021) - [j38]Yi-xi Xie, Li-xin Ji, Ling-shu Li, Zehua Guo, Thar Baker
An adaptive defense mechanism to prevent advanced persistent threats. Connect. Sci. 33(2): 359-379 (2021) - [j37]Penghao Sun
A Scalable Deep Reinforcement Learning Approach for Traffic Engineering Based on Link Control. IEEE Commun. Lett. 25(1): 171-175 (2021) - [j36]Penghao Sun
Combining Deep Reinforcement Learning With Graph Neural Networks for Optimal VNF Placement. IEEE Commun. Lett. 25(1): 176-180 (2021) - [j35]Jineng Ren, Jarvis D. Haupt, Zehua Guo:
Communication-efficient hierarchical distributed optimization for multi-agent policy evaluation. J. Comput. Sci. 49: 101280 (2021) - [j34]Thar Baker
Enabling Technologies for Energy Cloud. J. Parallel Distributed Comput. 152: 108-110 (2021) - [j33]Zehua Guo
HybridFlow: Achieving Load Balancing in Software-Defined WANs With Scalable Routing. IEEE Trans. Commun. 69(8): 5255-5268 (2021) - [j32]Zehua Guo
AggreFlow: Achieving Power Efficiency, Load Balancing, and Quality of Service in Data Center Networks. IEEE/ACM Trans. Netw. 29(1): 17-33 (2021) - [c25]Jiayu Wang, Peng Liu, Zehua Guo, Sen Liu, Chao Yao
Exploring the Impact of Attacks on Ring AllReduce. APNet 2021: 12-13 - [c24]Songshi Dou
ProgrammabilityMedic: Predictable Path Programmability Recovery under Multiple Controller Failures in SD-WANs. ICDCS 2021: 461-471 - [c23]Yijun Sun
Poster: Enabling Fast Forwarding in Hybrid Software-Defined Networks. ICNP 2021: 1-2 - [c22]Minghao Ye
Federated Traffic Engineering with Supervised Learning in Multi-region Networks. ICNP 2021: 1-12 - [c21]Sen Liu, Xiang Lin, Zehua Guo, Yi Wang, Mohamed Adel Serhani, Yang Xu
Optimizing Flow Completion Time via Adaptive Buffer Management in Data Center Networks. ICPP 2021: 68:1-68:10 - [c20]Yijun Sun
Video Quality and Popularity-aware Video Caching in Content Delivery Networks. ICWS 2021: 648-650 - [c19]Minghao Ye
DATE: Disturbance-Aware Traffic Engineering with Reinforcement Learning in Software-Defined Networks. IWQoS 2021: 1-10 - 2020
- [j31]Penghao Sun, Zehua Guo, Gang Wang, Julong Lan, Yuxiang Hu:
MARVEL: Enabling controller load balancing in software-defined networks with multi-agent reinforcement learning. Comput. Networks 177: 107230 (2020) - [j30]Penghao Sun, Zehua Guo, Sen Liu, Julong Lan, Junchao Wang, Yuxiang Hu:
SmartFCT: Improving power-efficiency for data center networks with deep reinforcement learning. Comput. Networks 179: 107255 (2020) - [j29]Penghao Sun, Julong Lan, Junfei Li, Zehua Guo, Yuxiang Hu, Tao Hu:
Efficient flow migration for NFV with Graph-aware deep reinforcement learning. Comput. Networks 183: 107575 (2020) - [j28]Sayed Najmuddin, Muhammad Asim
A BBR-based congestion control for delay-sensitive real-time applications. Computing 102(12): 2541-2563 (2020) - [j27]Zehua Guo, Shaojun Zhang, Wendi Feng, Weichao Wu, Julong Lan:
Exploring the role of paths for dynamic switch assignment in software-defined networks. Future Gener. Comput. Syst. 107: 238-246 (2020) - [j26]Wendi Feng, Chuanchang Liu, Zehua Guo, Thar Baker
MobiGyges: A mobile hidden volume for preventing data loss, improving storage utilization, and avoiding device reboot. Future Gener. Comput. Syst. 109: 158-171 (2020) - [j25]Yawen Wang, Yunfei Guo, Zehua Guo, Thar Baker
CLOSURE: A cloud scientific workflow scheduling algorithm based on attack-defense game model. Future Gener. Comput. Syst. 111: 460-474 (2020) - [j24]Jianjian Ai, Hongchang Chen, Zehua Guo, Guozhen Cheng, Thar Baker
Mitigating malicious packets attack via vulnerability-aware heterogeneous network devices assignment. Future Gener. Comput. Syst. 111: 841-852 (2020) - [j23]Yawen Wang, Yunfei Guo, Zehua Guo, Wenyan Liu, Chao Yang:
Protecting scientific workflows in clouds with an intrusion tolerant system. IET Inf. Secur. 14(2): 157-165 (2020) - [j22]Mohammed Al-Khafajiy
COMITMENT: A Fog Computing Trust Management Approach. J. Parallel Distributed Comput. 137: 1-16 (2020) - [j21]Junjie Zhang
CFR-RL: Traffic Engineering With Reinforcement Learning in SDN. IEEE J. Sel. Areas Commun. 38(10): 2249-2259 (2020) - [j20]Zehua Guo
Traffic Control for RDMA-Enabled Data Center Networks: A Survey. IEEE Syst. J. 14(1): 677-688 (2020) - [c18]Penghao Sun, Zehua Guo, Sen Liu, Julong Lan, Yuxiang Hu:
QOS-Aware Flow Control for Power-Efficient Data Center Networks with Deep Reinforcement Learning. ICASSP 2020: 3552-3556 - [c17]Penghao Sun, Julong Lan, Zehua Guo, Yang Xu
Improving the Scalability of Deep Reinforcement Learning-Based Routing with Control on Partial Nodes. ICASSP 2020: 3557-3561 - [c16]Wendi Feng, Zehua Guo, Chuanchang Liu, Yueming Zheng, Meng Wang, Bo Cheng, Junliang Chen:
BAGUETTE: Towards a Secure and Cost-effective Switch Upgrade in Hybrid Software-Defined Networks. ICC 2020: 1-6 - [c15]Penghao Sun, Julong Lan, Zehua Guo, Di Zhang, Xianfu Chen
DeepMigration: Flow Migration for NFV with Graph-based Deep Reinforcement Learning. ICC 2020: 1-6 - [c14]Jiayu Wang, Zehua Guo, Sen Liu, Yuanqing Xia:
Poster: Maintaining Training Efficiency and Accuracy for Edge-assisted Online Federated Learning with ABS. ICNP 2020: 1-2 - [c13]Penghao Sun, Zehua Guo, Junchao Wang, Junfei Li, Julong Lan, Yuxiang Hu:
DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling. IJCAI 2020: 3314-3320 - [c12]Zehua Guo, Songshi Dou
Improving the Path Programmability for Software-Defined WANs under Multiple Controller Failures. IWQoS 2020: 1-10 - [c11]Junjie Zhang
SmartEntry: Mitigating Routing Update Overhead with Reinforcement Learning for Traffic Engineering. NetAI@SIGCOMM 2020: 1-7 - [i4]Wendi Feng, Chuanchang Liu, Zehua Guo, Thar Baker, Gang Wang, Meng Wang, Bo Cheng, Junliang Chen:
MobiGyges: A mobile hidden volume for preventing data loss, improving storage utilization, and avoiding device reboot. CoRR abs/2004.10849 (2020) - [i3]Junjie Zhang, Minghao Ye, Zehua Guo, Chen-Yu Yen, H. Jonathan Chao:
CFR-RL: Traffic Engineering with Reinforcement Learning in SDN. CoRR abs/2004.11986 (2020)
2010 – 2019
- 2019
- [j19]Changhe Yu
An Adaptive and Lightweight Update Mechanism for SDN. IEEE Access 7: 12914-12927 (2019) - [j18]Yawen Wang
Securing the Intermediate Data of Scientific Workflows in Clouds With ACISO. IEEE Access 7: 126603-126617 (2019) - [j17]Tao Hu
Dynamic slave controller assignment for enhancing control plane robustness in software-defined networks. Future Gener. Comput. Syst. 95: 681-693 (2019) - [j16]Jianjian Ai, Zehua Guo
Improving the Routing Security in Software-Defined Networks. IEEE Commun. Lett. 23(5): 838-841 (2019) - [j15]Zehua Guo
Joint Switch Upgrade and Controller Deployment in Hybrid Software-Defined Networks. IEEE J. Sel. Areas Commun. 37(5): 1012-1028 (2019) - [j14]Yang Xu
RAPID: Avoiding TCP Incast Throughput Collapse in Public Clouds With Intelligent Packet Discarding. IEEE J. Sel. Areas Commun. 37(8): 1911-1923 (2019) - [c10]Jianjian Ai, Hongchang Chen, Zehua Guo, Guozhen Cheng, Thar Baker
Improving Resiliency of Software-Defined Networks with Network Coding-based Multipath Routing. ISCC 2019: 1-6 - [c9]Wendi Feng, Chuanchang Liu, Zehua Guo, Thar Baker
Data Loss Prevention and Storage Utilization Improvement of the Hidden Volume on Mobile Devices. ISCC 2019: 1-6 - [c8]Zehua Guo, Wendi Feng, Sen Liu, Wenchao Jiang, Yang Xu
RetroFlow: maintaining control resiliency and flow programmability for software-defined WANs. IWQoS 2019: 1:1-1:10 - [c7]Gengbiao Shen, Qing Li, Yong Jiang, Richard O. Sinnott, Dong Lin, Zehua Guo, Yi Wang:
Chunk-level request-grant-transfer mode for QoE-sensitive video delivery in CDN. IWQoS 2019: 12:1-12:10 - [c6]Penghao Sun, Junfei Li, Zehua Guo, Yang Xu
SINET: Enabling Scalable Network Routing with Deep Reinforcement Learning on Partial Nodes. SIGCOMM Posters and Demos 2019: 88-89 - [i2]Zehua Guo, Weikun Chen, Ya-Feng Liu, Yang Xu, Zhi-Li Zhang:
Joint Switch Upgrade and Controller Deployment in Hybrid Software-Defined Networks. CoRR abs/1903.09369 (2019) - [i1]Zehua Guo, Wendi Feng, Sen Liu, Wenchao Jiang, Yang Xu, Zhi-Li Zhang:
RetroFlow: Maintaining Control Resiliency and Flow Programmability for Software-Defined WANs. CoRR abs/1905.03945 (2019) - 2018
- [j13]Tao Hu
Bidirectional Matching Strategy for Multi-Controller Deployment in Distributed Software Defined Networking. IEEE Access 6: 14946-14953 (2018) - [j12]Tao Hu
Multi-controller Based Software-Defined Networking: A Survey. IEEE Access 6: 15980-15996 (2018) - [j11]Changhe Yu
DROM: Optimizing the Routing in Software-Defined Networks With Deep Reinforcement Learning. IEEE Access 6: 64533-64539 (2018) - [j10]Xuya Jia, Yong Jiang, Zehua Guo, Gengbiao Shen, Lei Wang:
Intelligent path control for energy-saving in hybrid SDN networks. Comput. Networks 131: 65-76 (2018) - [j9]Zehua Guo, Yang Xu
Balancing flow table occupancy and link utilization in software-defined networks. Future Gener. Comput. Syst. 89: 213-223 (2018) - [j8]Jianjian Ai, Zehua Guo
Thwarting Worm Spread in Heterogeneous Networks With Diverse Variant Placement. IEEE Commun. Lett. 22(7): 1346-1349 (2018) - [j7]Tao Wang
BWManager: Mitigating Denial of Service Attacks in Software-Defined Networks Through Bandwidth Prediction. IEEE Trans. Netw. Serv. Manag. 15(4): 1235-1248 (2018) - [c5]Tao Hu
Adaptive Slave Controller Assignment for Fault-Tolerant Control Plane in Software-Defined Networking. ICC 2018: 1-6 - 2017
- [j6]Xuya Jia, Qing Li
A low overhead flow-holding algorithm in software-defined networks. Comput. Networks 124: 170-180 (2017) - [j5]Zehua Guo, Ruoyan Liu, Yang Xu
STAR: Preventing flow-table overflow in software-defined networks. Comput. Networks 125: 15-25 (2017) - 2016
- [c4]Zhiming Wang, Jiangxing Wu, Zehua Guo, Guozhen Cheng, Hongchao Hu:
Secure virtual network embedding to mitigate the risk of covert channel attacks. INFOCOM Workshops 2016: 144-145 - [c3]Zehua Guo, Shufeng Hui, Yang Xu
Dynamic flow scheduling for Power-efficient Data Center Networks. IWQoS 2016: 1-10 - [c2]Xuya Jia, Yong Jiang, Zehua Guo:
Incremental Switch Deployment for Hybrid Software-Defined Networks. LCN 2016: 571-574 - [c1]Xuya Jia, Yong Jiang, Zehua Guo, Zhenwei Wu:
Reducing and Balancing Flow Table Entries in Software-Defined Networks. LCN 2016: 575-578 - 2015
- [j4]Zehua Guo, Yang Xu
JumpFlow: Reducing flow table usage in software-defined networks. Comput. Networks 92: 300-315 (2015) - 2014
- [j3]Zehua Guo, Mu Su, Yang Xu
Improving the performance of load balancing in software-defined networks through load variance-based synchronization. Comput. Networks 68: 95-109 (2014) - [j2]Zehua Guo, Zhemin Duan, Yang Xu
JET: Electricity cost-aware dynamic workload management in geographically distributed datacenters. Comput. Commun. 50: 162-174 (2014) - 2013
- [j1]Zehua Guo, Zhemin Duan, Yang Xu
Cutting the Electricity Cost of Distributed Datacenters Through Smart Workload Dispatching. IEEE Commun. Lett. 17(12): 2384-2387 (2013)
Coauthor Index
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