面向数据中心网络的知识定义资源管控体系研究

61871357
2018
F0109.光通信
朱祖勍
面上项目
教授
中国科学技术大学
63万元
资源分配;光通信网络;光网络管理;资源调度
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 How to Mislead AI-assisted Network Automa- tion in SD-IPoEONs: A Comparison Study of DRL- and GAN-based Approaches 期刊论文 Min Wang（申请人硕士生）;Hancheng Lu;Siqi Liu;Zuqing Zhu
2 第四批国家“万人计划”青年拔尖人才 奖励 朱祖勍
3 On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks 期刊论文 Qian Lv（申请人博士生）;Fen Zhou;Zuqing Zhu
4 On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms 期刊论文 Yuhan Xue（申请人博士生）;Zuqing Zhu
5 Highly-Efficient and Adaptive Network Monitoring: When INT Meets Segment Routing 期刊论文 Qitao Zheng（申请人硕士生）;Shaofei Tang;Bofan Chen;Zuqing Zhu
6 Visualize Your IP-over-Optical Network in Realtime: A P4-based Flexible Multilayer In-Band Network Telemetry (ML-INT) System 期刊论文 Bin Niu（申请人硕士生）;Jiawei Kong;Shaofei Tang;Yingcong Li;Zuqing Zhu
7 DL-Assisted Cross-Layer Orchestration in Software-Defined IP-over-EONs: From Algorithm Design to System Prototype 期刊论文 Siqi Liu（申请人博士生）;Bin Niu;Deyun Li;Shaofei Tang;Jawei Kong;Baojia Li;Xiaokang Xie;Zuqing Zhu
8 Scheduling Virtual Network Reconfigurations in Parallel in Hybrid Optical/Electrical Datacenter Networks 期刊论文 Xiaoqin Pan（申请人博士生）;Sicheng Zhao;Hao Yang;Shaofei Tang;Zuqing Zhu
9 Programmable Multilayer INT: An Enabler for AI-assisted Network Automation 期刊论文 Shaofei Tang（申请人硕士生）;Jiawei Kong;Bin Niu;Zuqing Zhu
10 Deep-NFVOrch: Leveraging Deep Reinforcement Learning to Achieve Adaptive vNF Service Chaining in EON-DCIs(特邀论文) 期刊论文 Baojia Li（申请人博士生）;Wei Lu;Zuqing Zhu
11 Application-driven Provisioning of Service Function Chains over Heterogeneous NFV Platforms 期刊论文 Lu Dong（申请人硕士生）;Nelson L. S. da Fonseca;Zuqing Zhu
12 GNN-Based Hierarchical Deep Reinforcement Learning for NFV-Oriented Online Resource Orchestration in Elastic Optical DCIs 期刊论文 Baojia Li（申请人博士生）;Zuqing Zhu
13 On Table Resource Virtualization and Network Slicing in Programmable Data Plane 期刊论文 Yuhan Xue（申请人博士生）;Jianquan Peng;Kai Han;Zuqing Zhu
14 On the Bilevel Optimization for Remapping Virtual Networks in an HOE-DCN 期刊论文 Hao Yang（申请人博士生）;Xiaoqin Pan;Sicheng Zhao;Binjie Ge;Hang Yu;Zuqing Zhu
15 On establishing and task scheduling of data-oriented vNF-SCs in an optical DCI 期刊论文 Zichen Xu（申请人博士生）;Zuqing Zhu
16 On the Cross-Layer Network Planning for Flexible Ethernet Over Elastic Optical Networks 期刊论文 Hui Liang（申请人硕士生）;Nelson L. S. da Fonseca;Zuqing Zhu
17 Hybrid Flow Table Installation: Optimizing Remote Placements of Flow Tables on Servers to Enhance PDP Switches for In-Network Computing 期刊论文 Yuhan Xue（申请人博士生）;Zuqing Zhu
18 Privacy-Preserving Multilayer In-Band Network Telemetry and Data Analytics: For Safety, Please do not Report Plaintext Data 期刊论文 Xiaoqin Pan（申请人博士生）;Shaofei Tang;Siqi Liu;Jiawei Kong;Xu Zhang;Daoyun Hu;Jin Qi;Zuqing Zhu
19 You Calculate and I Provision: A DRL-assisted Service Framework to Realize Distributed and Tenant-driven Virtual Network Slicing 期刊论文 Xu Zhang（申请人硕士生）;Baojia Li;Jianquan Peng;Xiaoqin Pan;Zuqing Zhu
20 Entropy-Driven Adaptive INT and Its Applications in Network Automation of IP-Over-EONs(特邀论文) 期刊论文 Zichen Xu（申请人博士生）;Shaofei Tang;Zuqing Zhu
21 Multi-Agent and Cooperative Deep Reinforcement Learning for Scalable Network Automation in Multi-Domain SD-EONs 期刊论文 Baojia Li;Ruyun Zhang;Xiaojian Tian;Zuqing Zhu
22 Highly-Efficient and Automatic Spectrum Inspection based on AutoEncoder and Semi-Supervised Learning for Anomaly Detection in EONs 期刊论文 Siqi Liu（申请人博士生）;Jiawei Kong;Xiaoqin Pan;Deyun Li;Zuqing Zhu
23 Adversarial Analysis of ML-Based Anomaly Detection in Multi-Layer Network Automation 期刊论文 Xiaoqin Pan（申请人博士生）;Hao Yang;Zichen Xu;Zuqing Zhu
24 On Virtual Network Reconfiguration in Hybrid Optical/Electrical Datacenter Networks 期刊论文 Sicheng Zhao（申请人博士生）;Zuqing Zhu
25 Scalable Knowledge-defined Orchestration for Hybrid Optical/Electrical Datacenter Networks(特邀论文) 期刊论文 Qinhezi Li（申请人硕士生）;Hongqiang Fang;Deyun Li;Jianquan Peng;Jiawei Kong;Wei Lu;Zuqing Zhu
26 On Parallel and Hitless vSDN Reconfiguration 期刊论文 Sicheng Zhao（申请人博士生）;Xing Wu;Zuqing Zhu
27 Security-Aware Planning of Packet-Over-Optical Networks in Consideration of OTN Encryption 期刊论文 Feng Chen（申请人硕士生）;Man Song;Fen Zhou;Zuqing Zhu
28 Reconfiguring multicast sessions in elastic optical networks adaptively with graph-aware deep reinforcement learning 期刊论文 Xiaojian Tian（申请人博士生）;Baojia Li;Rentao Gu;Zuqing Zhu
29 Sel-INT: A Runtime-Programmable Selective In-Band Network Telemetry System 期刊论文 Shaofei Tang（申请人硕士生）;Deyun Li;Bin Niu;Jianquan Peng;Zuqing Zhu
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