Deke Guo (Professor)

National University of Defense Technology

Email:guodeke@gmail.com

Biography

Deke Guo received his B.E. degree in Department of Industry Engineering from Beijing University of Aeronautic and Astronautic, and his Ph.D. degree in School of Information System and Management, National University of Defense Technology. He is currently a Professor with the College of System Engineering, National University of Defense Technology. His research interests include distributed systems, software-defined networking, data center networking, wireless and mobile systems, and interconnection networks. He is a senior member of the IEEE and a member of the ACM. He was a visiting scholar at Department of Computer Science and Engineering in Hong Kong University of Science and Technology from Jan. 9 2007 to Jan. 9 2009, under supervision of Dr. Yunhao Liu. He was a visiting scholar in School of Computer Engineering, Nanyang Technological University, from Dec. 1 2011 to Jun. 1 2012.

郭得科博士，国防科技大学教授、博士生导师，2001年和2008年分别从北航和国防科大获得学士和博士学位。入选国家"万人计划"科技创新领军人才，国家“万人计划”青年拔尖人才、国家优秀青年科学基金获得者、湖南省杰青获得者、教育部新世纪优秀人才。研究网络计算与系统、分布式计算与系统、网络空间安全、大数据分析处理、移动计算等方向。担任科技创新2030-"国家网络空间安全"重大项目专家、中国计算机学会分布式计算与系统专委会主任(2024/01-2028/01)、中国计算机学会分布式计算与系统专委会副主任(2019/12-2023/12)。

Research Interests

         Network computing and systems; Distributed computing and systems, Mobile computing and systems; Big data; Large-scale information systems.

科研获奖

• 郭得科, 刘忠, 朱晓敏, 罗雪山, 陈洪辉, 吴亚辉. 适应性网络系统设计优化理论. 湖南省自然科学一等奖, 2019年.
• CCF-IEEE CS 青年科学家奖, 2020年度.
• 郭得科, 罗来龙, 谢俊杰, 沈玉龙, 陈涛. 软件定义网络系统的可扩展拓扑结构和控制平面. 中国电子学会自然科学二等奖，2021.
• 赵翔, 林学民, 郭得科, 唐九阳, 张帆. 图数据管理与分析的基础理论和方法. 中国计算机学会自然科学二等奖, 2022. new!

Research Grants    

• 国家高层次人才特殊支持计划（万人计划）科技创新领军人才. Principal Investigator, 10/2022-10/2025.
• 国家高层次人才特殊支持计划（万人计划）青年拔尖人才 (National Program for Support of Top-Notch Young Professionals of National Program for Special Support of Eminent Professionals). Principal Investigator, 01/2019-12/2021.
• 国家自然科学基金优秀青年基金项目, No. 61422214, Research on the Fundamental Theories and Key Technologies on Architecture and Resource Management of Network Systems (网络系统架构与资源管理的基础理论和关键技术研究), Principal Investigator, 01/2015-12/2017.
• 国家自然科学基金联合基金重点项目, Architecture and Resilient service of smart edge computing for Big Data (面向大数据应用的智能边缘计算架构与弹性服务), Principal Investigator, 01/2020-12/2023. new!
• 国家重点研发计划项目，No. 2018YFB1800203, Measurement and Analysis of Internet Behaviors (互联网基础行为测量与分析)，Co-Principal Investigator, 07/2019-06/2022.
• 国家重点研发计划项目, No. 2018YFE0207600, Platform and Key Technologies for Smart City Cloud (智慧城市云计算平台及服务关键技术研究)，Co-Principal Investigator, 09/2019-09/2022.
• 国家自然科学基金面上项目, Study on Joint Management of Cooperative Data Transfers in Data Centers (数据中心内关联性流量的协同管理方法研究), Principal Investigator, 2018-2021.
• National 973 Basic Research Program (国家重点基础研究发展计划973青年科学家项目), No.2014CB347800, Software-defined Networking (SDN)-based Cloud Datacenter Networks (软件定义的云数据中心网络基础理论与关键技术), which is one of the largest SDN projects in China, Co-Principal Investigator, 01/2014-12/2018.

• Program for New Century Excellent Talents in Universit (教育部新世纪优秀人才支持计划项目), Ministry of Education, China, Principal Investigator, 2014.01-2016.12.

• The Hunan Provincial Natural Science Fund for Distinguished Young Scholars (湖南省自然科学基金杰出青年基金), Principal Investigator, 2016.04-2018.04.

• Major Research Plan of National University of Defense Technology(国防科大重大研究计划), Research on Robot Operating System(机器人操作系统研究), Principal Investigator, 01/2015-12/2017.

Books and Chapters

1. 郭得科, 陈涛, 罗来龙, 李妍. 数据中心的网络互联结构与流量协同传输管理. 清华出版社, 北京, 2016.
2. 郭得科, 朱晓敏, 周晓磊, 刘忠. 对等网络的拓扑结构及数据驱动路由方法. 科学出版社, 北京, 2018.
3. Deke Guo. Data Center Networking: Network Topologies and Traffic Management in Large-scale Data Centers. Springer press, 2022, ISBN 978-981-16-9367-0, new!
4. Guoming Tang, Deke Guo, Kui Wu. GreenEdge: New Perspectives to Energy Management and Supply in Mobile Edge Computing. Springer press, 2022, ISBN 978-981-16-9689-3, new!
5. 郭得科，罗来龙，王兴伟，李尚森. Sketech驱动的网络被动测量研究进展与趋势.(中国计算机学会编. CCF 2020-2021中国计算机科学技术发展报告, 机械工业出版社, 2021. pp: 302-338) new!
6. 郭得科，曾德泽，徐子川，屈志昊, 彭晓晖, 周知，张星洲，唐国明，陈旭，叶保留. 边缘计算的研究进展和发展趋势.(中国计算机学会编. CCF 2020-2021中国计算机科学技术发展报告, 机械工业出版社, 2021. pp: 457-507) new!

1. [TON] Pengtao Fu, Lailong Luo, Shangsen Li, Deke Guo, Geyao Cheng, Yun Zhou. A Shifting Filter Framework for Dynamic Set Queries. Accepted to appear at IEEE/ACM Transactions on Networking (TON), 2023. new!
2. [TON] Lailong Luo, Pengtao Fu, Shangsen Li, Deke Guo,  Qianzhen Zhang, Huaimin Wang. Ark Filter: A General and Space-efficient Sketch for Big Data Analysis. Accepted to appear at IEEE/ACM Transactions on Networking (TON), 2023.  new!
3. [CSUR] Guoying Qiu, Guoming Tang, Chuandong Li, Deke Guo, Yulong Shen. Differentiated Location Privacy Protection in Mobile Services: A Survey from Semantic Perception. Accepted to appear at ACM Computing Surveys, 2023.  new!
4. [TPDS] Geyao Cheng, Lailong Luo, Deke Guo, Junxu Xia, Yuchen Sun. When Deduplication Meets Migration: An Efficient and Adaptive Strategy in Distributed Storage Systems. Accepted to appear at IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023. (pdf)new!
5. [TPDS] Junxu Xia, Deke Guo, Geyao Cheng, Lailong Luo, Bowen Sun. The Doctrine of MEAN: Realizing Deduplication Storage at Unreliable Edge. Accepted to appear at IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023.  new!
6. [TCC] Junjie Xie, Chen Qian, Deke Guo, Xin Li, Ge Wang, Honghui Chen. A Novel Data Placement and Retrieval Service for Cooperative Edge Clouds. Accepted to appear at IEEE Transactions on Cloud Computing (TCC), 2023, 11(1):71-84. (pdf) new!
7. [TCC] Yiting Chen, Lailong Luo, Deke Guo, Ori Rottenstreich, Jie Wu. SDTP: Accelerating Wide-Area Data Analytics with Simultaneous Data Transfer and Processing. IEEE Transactions on Cloud Computing (TCC), 2023, 11(1):911-926. (pdf) new!
8. [TIOT] Siyuan Gu, Deke Guo, Guoming Tang, Lailong Luo, Yuchen Sun. HyEdge: A Cooperative Edge Computing Framework for Provisioning Private and Public Services. ACM Transactions on Internet of Things, 2023, 13:1-13:23. new!
9. [TIOT] Liushun Zhao, Deke Guo, Junjie Xie, Lailong Luo, Yulong Shen. A Closed-loop Hybrid Supervision Framework of Cryptocurrency Transactions for Data Trading in IoT. ACM Transactions on Internet of Things, 2023,4(1):4:1-4:26. new!
10. [TVT] Peipei Chen, Lailong Luo, Deke Guo, Xinyi Li, Xueshan Luo, Yuchen Sun. Secure Tasks Offloading for Rural Area Surveillance based on UAV-UGV Collaborations. Accepted to appear at IEEE transactions on vehicular technology, 2023.  (pdf) new!
11. [TIV] Peipei Chen, Xueshan Luo, Deke Guo, Yuchen Sun, Junjie Xie, Yawei Zhao, Rui Zhou. Secure Task Offloading for MEC-aided-UAV system. IEEE Transactions on Intelligent Vehicles, 2023, 8(5): 3444-3457. new!
12. [TPDS] Deke Guo, Bangbang Ren, Guoming Tang, Lailong Luo, Tao Chen, Xiaoming Fu. Optimal Embedding of Aggregated Service Function Tree. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022，33(10):2584-2596.
13. [TON] Xu Lin, Deke Guo, Yulong Shen, Guoming Tang, Bangbang Ren, Ming Xu. SFT-Box: an Online Approach for Minimizing the Embedding Cost of Multiple Hybrid SFCs. Accepted to appear at IEEE/ACM Transactions on Networking (TON), 2022.
14. [TMC] Xin Chen, Huan Zhou, Shibo He, Deke Guo, Jie Wu. Reverse Auction-based Computation Offloading and Resource Allocation in Mobile Cloud-Edge Computing. Accepted to appear at IEEE Transactions on Mobile Computing (TMC), 2022.
15. [TOSN] Jinxi Li, Deke Guo, Junjie Xie, Sheng Chen. Availability-aware Provision of Service Function Chains in Mobile Edge Computing. Accepted to appear at ACM Transactions on Sensor Networks (TOSN), 2022.
16. [TAES] Quan Chen, Lei Yang, Deke Guo, Bangbang Ren, Jianming Guo, Xiaoqian Chen. LEO Satellite Networks: When Do All Shortest Distance Paths Belong to Minimum Hop Path Set? IEEE Transactions on Aerospace and Electronic Systems (TAES), 2022, 58(4): 3730-3734. (pdf)
17. [TIV] Peipei Chen, Xueshan Luo, Deke Guo, Yuchen Sun, Junjie Xie, Yawei Zhao, Rui Zhou. Secure Task Offloading for MEC-aided-UAV system. Accepted to appear at IEEE Transactions on Intelligent Vehicles, 2022.
18. [TON] Deke Guo, Junjie Xie, Xiaofeng Shi, Haofan Cai, Chen Qian, Honghui Chen. HDS: A Fast Hybrid Data Location Service for Hierarchical Mobile Edge Computing. ACM/IEEE Transactions on Networking (TON), 2021, 29(3): 1308-1320.(pdf)
19. [TON] Bangbang Ren, Deke Guo, Yali Yuan, Guoming Tang, Weijun Wang, Xiaoming Fu. Optimal Deployment of SRv6 to Enable Network Interconnection Service. IEEE/ACM Transactions on Networking (TON), 2022, 30(1): 120-133. (pdf)
20. [TON] Junjie Xie, Chen Qian, Deke Guo, Minmei Wang, Ge Wang, Honghui Chen. COIN: An Efficient Indexing Mechanism for Unstructured Data Sharing Systems. IEEE/ACM Transactions on Networking (TON), 2022, 30(1): 313-326.(pdf)
21. [TPDS] Geyao Cheng, Deke Guo, Lailong Luo, Junxu Xia, Siyuan Gu. LOFS: A Lightweight Online File Storage Strategy for Effective Data Deduplication at Network Edge. Accepted to appear at IEEE Transactions on Parallel and Distributed Systems (TPDS), 2021.
22. [TPDS] Lailong Luo, Deke Guo, Yawei Zhao, Ori Rottenstreich, Richard T.B. Ma, Xueshan Luo. MCFsyn: A Multi-party Set Reconciliation Protocol with the Marked Cuckoo Filter. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2021, 32 (11) : 2705-2718. (pdf)
23. [TOSN] Deke Guo, Siyuan Gu, Junjie Xie, Lailong Luo, Xueshan Luo,Yiting Chen. A Mobile-Assisted Edge Computing Framework for Emerging IoT Applications. ACM Transactions on Sensor Networks (TOSN), 2021,17(4): 39:1-39:24(pdf)
    
24. [TIOT] Deke Guo, Xiaoqiang Teng, Yulan Guo, Xiaolei Zhou, Zhong Liu. SiFi: Self-updating of Indoor Semantic Floorplans for Annotated Objects. ACM Transactions on Internet of Things, 2021, 2(3):17:1-17:21. (pdf)
25. [TGCN] Hao Yuan, Guoming Tang, Deke Guo, Xueshan Luo, Kui Wu. BESS Aided Renewable Energy Supply using Deep Reinforcement Learning for 5G and Beyond. IEEE Transactions on Green Communications and Networking, 2022, 6(2):669-684.
26. [TNSM] Lailong Luo, Deke Guo, Ori Rottenstreich, Richard T.B. Ma, Xueshan Luo, Bangbang Ren. A Capacity-elastic Cuckoo Filter Design for Dynamic Set Representation. IEEE Transactions on Network and Service Management (TNSM), 2021, 18(4): 4860-4874. (pdf)
27. [TIP] Wanxia Deng, Qing Liao, Lingjun Zhao, Deke Guo, Gangyao Kuang, Dewen Hu, Li Liu. Joint Clustering and Discriminative Feature Alignment for Unsupervised Domain Adaptation. IEEE Transactions on Image Processing (TIP), 2021,30:7842-7855.
28. [TMM] Wanxia Deng, Lingjun Zhao, Qing Liao, Deke Guo, Gangyao Kuang, Dewen Hu, Matti Pietikäinen, Li Liu. Informative Feature Disentanglement for Unsupervised Domain Adaptation. IEEE Transactions on Multimedia (TMM), 2022, 24: 2407-2421.
29. Hao Yuan, Guoming Tang, Teng Liang, Deke Guo, Yi Wang. Towards Net-Zero Base Stations with Integrated and Flexible Power Supply in Future Networks. IEEE Network Magazine, 2021,35(6):50-56.
30. [TON] Xiaofeng Cao, Guoming Tang, Deke Guo, Yan Li, Weiming Zhang. Edge Federation: Towards an Integrated Service Provisioning Model. ACM/IEEE Transactions on Networking (TON), 2020, 28(3):1116-1129.(pdf)
31. [TITS] Yueyue Chen, Deke Guo, Ming Xu, Guoming Tang, Geyao Cheng. Measuring Maximum Urban Capacity of Taxi-based Logistic. IEEE Transactions on Intelligent Transportation Systems (TITS), 2021, 22(10): 6449-6459. (pdf)
32. [TCC] Bangbang Ren, Deke Guo, Siyuan Gu, Guoming Tang, Xu Lin. Joint Optimization of VNF Placement and Flow Scheduling in Mobile Core Network. Accepted to appear at IEEE Transactions on Cloud Computing (TCC), 2020.
33. [TVT] Guoming Tang, Deke Guo, Kui Wu, Yudong Qin, Yueyue Chen. QoS Guaranteed Edge Cloud Resource Provisioning for Vehicle Fleets. IEEE Transactions on Vehicular Technology (TVT), 2020, 69(6):5889-5900. (pdf)
34. [TVT] Jiliang Li, Zhou Su, Yusheng Ji, Deke Guo, Kim-Kwang Raymond Choo, Dieter Hogrefe. Secure Data Deduplication Protocol for Edge-assisted Mobile CrowdSensing Services. IEEE Transactions on Vehicular Technology (TVT), 2021, 70(1): 742-753.
35. [TMC] Yueyue Chen, Deke Guo, Ming Xu, Guoming Tang, Tongqing Zhou, Bangbang Ren. PPtaxi: A Non-stop Package Delivery Service via Crowdsourced Taxis. IEEE Transactions on Mobile Computing (TMC), 2020,19(11): 2684-2698.
36. [COMST] Lailong Luo, Deke Guo, Richard T.B. Ma, Ori Rottenstreich, Xueshan Luo. Optimizing Bloom Filter: Challenges, Solutions, and Comparisons. IEEE Communications Surveys and Tutorials, 2019, 21(2): 1912-1949. (pdf)
37. [TON] Junjie Xie, Deke Guo, Chen Qian. Validation of Distributed SDN Control Plane Under Uncertain Failures. ACM/IEEE Transactions on Networking (TON), 2019, 27(3): 1234-1247. (pdf)
38. [TPDS] Lailong Luo, Deke Guo, Jia Xu, Xueshan Luo. Graph Filter: Enabling Efficient Topology Calibration. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2019, 30(12): 2730-2742. (pdf)
39. [TKDE] Yawei Zhao, En Zhu, Xinwang Liu, Chang Tang,Deke Guo, Jianping Yin. Simultaneous Clustering and Optimization for Evolving Datasets. IEEE Transactions on Knowledge and Data Engineering (TKDE). 2021, 33(1): 259-270
40. [JSAC] Bangbang Ren, Deke Guo, Yulong Shen, Guoming Tang, Xu Lin. Embedding Service Function Tree with Minimum Cost for NFV Enabled Multicast. IEEE Journal on Selected Areas in Communications (JSAC), 2019, 37(5): 1085-1097. (pdf)  
41. [TOSN] Yueyue Chen, Deke Guo, Ming Xu, Pin Lv. Towards Profit Optimization during Online Participant Selection in Compressive Mobile Crowdsensing. ACM Transactions on Sensor Networks (TOSN), 2019, 15(4): 38:1-38:29. (pdf)
42. [TDSC] Kai Huang, Ximeng Liu, Shaojing Fu, Deke Guo, Ming Xu. A Lightweight Privacy-Preserving CNN Feature Extraction Framework for Mobile Sensing. IEEE Transactions on Dependable and Secure Computing (TDSC), 2021, 18(3): 1441-1455.
43. [TNSM]Jianhui Zhang, Deke Guo, Keqiu Li, Heng Qi, Xiaoyi Tao, Yingwei Jin. Coflow Scheduling in Multi-resource Environments. IEEE Transactions on Network and Service Management (TNSM), 2019, 16(2): 783-796. (pdf)
    
44. [TKDE] Yifan Chen, Xiang Zhao, Xuemin Lin, Yang Wang, Deke Guo. Efficient Mining of Frequent Patterns on Uncertain Graphs. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019,31(2): 287-300
45. [TKDE] Lailong Luo, Deke Guo, Xiang Zhao, Jie Wu, Ori Rottenstreich, Xueshan Luo. Near-accurate Multiset Synchronization. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019，31(5): 952-964.. (pdf).
46. [TON] Guoming Tang, Huan Wang, Kui Wu, Deke Guo. Tapping the Knowledge of Dynamic Traffic Demands for Optimal CDN Design. ACM/IEEE Transactions on Networking (TON), 2019,27(1):98-111.(pdf).
47. [TOSN] Xiaoqiang Teng, Deke Guo, Yulan Guo, Xiaolei Zhou, Zhong Liu. CloudNavi: Towards Ubiquitous Indoor Navigation Service with Point Clouds. ACM Transactions on Sensor Networks (TOSN), 2019, 15(1): 1:1-1:28 . (pdf).
48. [TNSM] Ting Qu, Deke Guo, Jie Wu, Zhong Liu. Effcient Event Scheduling of Network Update. IEEE Transactions on Network and Service Management (TNSM), 2020, 17(1):416-429.
49. [TCC] Xiaodong Dong, Laiping Zhao, Xiaobo Zhou, Keqiu Li, Tie Qiu, Deke Guo. An Online Cost-efficient Transmission Scheme for Information-agnostic Traffic in Inter-datacenter Networks. Accepted to appear at IEEE Transactions on Cloud Computing (TCC), 2019. (pdf).
50. [TCC] Wenxin Li, Keqiu Li, Deke Guo, Geyong Min, Heng Qi, Jianhui zhang. Cost-minimizing Bandwidth Guarantee for Inter-datacenter Traffic. IEEE Transactions on Cloud Computing (TCC), 2019, 7(2): 483-494. (pdf)
    
51. [TMC] Xiaoqiang Teng, Deke Guo, Yulan Guo, Xiang Zhao, Zhong Liu. SISE: Self-updating of Indoor Semantic Floorplans for General Entities. IEEE Transactions on Mobile Computing (TMC), 2018, 17(11): 2646-2659. (pdf).
52. [JSAC]Junjie Xie, Deke Guo, Xiaozhou Li, Yulong Shen, Xiaohong Jiang. Cutting Long-tail Latency of Routing Response in Software Defined Networks. IEEE Journal on Selected Areas in Communications (JSAC), 2018, 36(3): 384-396. (pdf).
53. [TON] Wenxin Li, Xiaobo Zhou, Keqiu Li, Heng Qi, Deke Guo, TrafficShaper: Shaping Inter-Datacenter Traffic to Reduce the Transmission Cost. ACM/IEEE Transactions on Networking (TON), 2018, 26(3): 1193-1206. (pdf)
54. [TPDS] Wenxin Li, Deke Guo, Keqiu Li, Heng Qi, Jianhui zhang. iDaaS: Inter-Datacenter Network as a Service. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2018, 29(7): 1515-1529. (pdf)
55. [TSC] Junjie Xie, Deke Guo, Jie Wu, Bangbang Ren, Tao Chen, Honghui Chen. Exploiting Reliable and Bandwidth-efficient Multicast Transfers in Software-defined Networks.IEEE Transactions on Service Computing (TSC), 2021, 14(5):1370-1383. (pdf)
56. [TPDS] Wenxin Li, Deke Guo, Alex X. Liu, Keqiu Li, Heng Qi, Song Guo, Ali Munir, Xiaoyi Tao. CoMan: Managing Bandwidth Across Computing Frameworks in Multiplexed Datacenters. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2018, 29(5):1013-1029.(pdf)
57. [TOSN] Xiaoqiang Teng, Deke Guo, Yulan Guo, Xiaolei Zhou, Zeliu Ding, Zhong liu. IONavi: An Indoor-Outdoor Navigation Service via Mobile Crowdsensing. ACM Transactions on Sensor Networks (TOSN), Volume 13, Issue 2, 2017. (pdf)
58. [TSC] Junjie Xie, Deke Guo, Xiaomin Zhu, Bangbang Ren, Honghui Chen. Minimal Fault-tolerant Coverage of Controllers in Software-defined Datacenter Networks. IEEE Transactions on Service Computing (TSC), 2020, 13(6): 1128-1141. (pdf)
59. [TON] Lailong Luo, Deke Guo, Jie Wu, Ori Rottenstreich, Qian He, Yudong Qing, Xueshan Luo. Efficient Multiset Synchronization. ACM/IEEE Transactions on Networking (TON), 2017, 25(2): 1190-1205. (pdf)
60. [TPDS] Deke Guo. Aggregating Uncertain Incast Transfers in Data Centers. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2017, 28(4): 934-946. (pdf)
61. [TPDS] Lailong Luo, Deke Guo, Jie Wu, Sujan Rajbhandari, Tao Chen, Xueshan Luo. VLCcube: A VLC Enabled Hybrid Network Structure for Data Centers. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2017, 28(7): 2088-2102.(pdf)
62. [TOSN]Yawei Zhao, Deke Guo, Jia Xu, Pin Lv, Tao Chen, Jianping Yin. Cooperative Allocation and Scheduling of Tasks for Minimizing Interval Data Sampling in WSNs. ACM Transactions on Sensor Networks (TOSN), 2016,12:(4). (pdf)
63. [TSC] Ting Qu, Deke Guo, Yulong Shen, Xiaoming Zhu, Lailong Luo, Zhong Liu. Minimizing traffic migration during network update in IaaS Datacenters. IEEE Transactions on Service Computing (TSC), 2019, 12(4): 577-589 (pdf)
64. [TSC] Feng Huang, Yiming Zhang, Dongsheng Li, Jiaxin Li, Jie Wu, Kaijun Ren, Deke Guo, Xicheng Lu. meGautz: A High Capacity, Fault-tolerant and Traffic Isolated Modular Datacenter Network. IEEE Transactions on Service Computing (TSC), 2018, 11(1): 117-130. (pdf)
65. [TPDS] Deke Guo, Junjie Xie, Xiaolei Zhou, Xiaomin Zhu, Wei Wei, Xueshan Luo. Exploiting Efficient and Scalable Shuffle Transfers in Future Data Center Networks. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2015, 26(4): 997-1009. (pdf)
66. [TNSM] Jianhui Zhang, Keqiu Li, Deke Guo, Heng Qi, Wenxin Li. ATFQ: A Fair Packet Scheduling Method with High Efficiency in Multi-resource Environments. IEEE Transactions on Network and Service Management (TNSM), 2015, 12(4): 605 - 617. (pdf)
67. [TMSCS] Jianhui Zhang, Keqiu Li, Deke Guo, Heng Qi, Wenxin Li. MDFS: A Reliable and Deadline-aware Flow Scheduling Scheme in a Multi-resource Environment. IEEE Transactions on Multi-Scale Computing Systems (TMSCS), 2015,1(4): 207-219.
68. [TPDS] Deke Guo, Yuan He, Yunhao Liu. On the Feasibility of Gradient-based Routing Mechanisms Using Bloom Filters. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2014, 25(1): 180-190. (pdf)
69. [TPDS] Tao Chen, Zhen Yang, Yunhao Liu, Deke Guo, Xueshan Luo. Localization-oriented Network Adjustment in Wireless Ad-hoc And Sensor Networks. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2014, 25(1): 146-155.
70. [TPDS] Deke Guo, Hai Jin, Tao Chen, Jie Wu, Li Lu, Dongsheng Li, Xiaolei Zhou. Partial Probing for Scaling Overlay Routing. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2013, 24(11):2261-2272. (pdf)
71. [TKDE] Deke Guo, Mo Li. Set Reconciliation via Counting Bloom Filters. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013,25(10): 2367-2380.(pdf)
72. [TC] Deke Guo, Tao Chen, Dan Li, Mo Li, Yunhao Liu, Guihai Chen. Expansible and Cost-Effective Network Structures for Data Centers Using Dual-port Servers. IEEE Transactions on Computers (TC), 2013, 62(7): 1303-1317. (pdf)
73. [TPDS] Deke Guo, Yuan He, Panlong Yang, Yunhao Liu, Xiangyang Li, Xin Wang. Link Scheduling for Exploiting Spatial Reuse in Multi-hop MIMO Networks. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2013, 24(7): 1355-1365. (pdf)
74. [TOIT] Deke Guo, Yunhao Liu, Hai Jin, Zhong Liu, Weiming Zhang. Theory and Network Applications of Balanced Kautz Tree Structures. ACM Transactions on Internet Technology (TOIT), 2012, 12(1): Article 3.
75. [TACO] Dongsong Zhang, Deke Guo, Fangyuan Chen, Fei Wu, Tong Wu, Shiyao Jin. TL-Plane-Based Multi-Core Energy-Efficient Real-Time Scheduling Algorithm for Sporadic Tasks. ACM Transactions on Architecture and Code Optimization (TACO), 2012, 8(4):47. (pdf)
76. [TPDS] Deke Guo, Jie Wu, Yunhao Liu, Hai Jin, Hanhua Chen, Tao Chen. Quasi-Kautz Digraphs for Peer-to-Peer Networks. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2011, 22(6): 1042-1055. (pdf) (Spotlight Paper for the June 2011 issue)
77. [TKDE] Deke Guo, Jie Wu, Honghui Chen, Ye Yuan, Xueshan Luo. The Dynamic Bloom Filters. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2010, 22(1):120-133. (pdf)
78. [TKDE] Deke Guo, Yunhao Liu, Xiangyang Li, Panlong Yang. False Negative Problem of Counting Bloom Filter. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2010, 22 (5): 651-664. (pdf)
79. [COMNET] Yuwen Zhou, Bangbang Ren, Junjie Xie, Lailong Luo, Deke Guo, Xiaobo Zhou. Enable the Proactively Load-balanced Control Plane for SDN via Intelligent switch-to-controller Selection Strategy. Elsevier Journal of Computer Networks, 2023, 233:109867. new!
80. [COMNET] Yudong Qin, Deke Guo, Lailong Luo, Ming Xu. Service Function Chain Migration with the Long-term Budget in Dynamic Networks. Elsevier Journal of Computer Networks, 2023, 223:109563. new!
81. [COMNET] Yudong Qin, Deke Guo, Lailong Luo, Ming Xu. A Joint Orchestration of Security and Functionality Services at Network Edge. Elsevier Journal of Computer Networks, 2022, 212: 108951 .
82. [COMNET] Deke Guo, Xiaoqiang Teng, Zhiyao Hu, Junjie Xie. Source Selection Problem in Multi-Source Multi-Destination Multicasting. Elsevier Journal of Computer Networks, 2017, 127: 43-55. (pdf)
83. [COMNET] Deke Guo, Yuan He, Panlong Yang. Receiver-Oriented Design of Bloom Filters for Data-Centric Routing. Elsevier Journal of Computer Networks, 2010, 54(1):165-174. (pdf)
84. [WWWJ] Qianzhen Zhang, Deke Guo, Xiang Zhao, Xi Wang. Continuous Matching of Evolving Patterns over Dynamic Graph Data. World Wide Web Journal, 2021, 24(3), 721-745.
85. [JCST] Yueyue Chen, Pin Lv, Deke Guo, Tongqing Zhou, Ming Xu. Task and Participant Matching in Mobile Crowd Sensing: A Survey. Journal of Computer Science and Technology (JCST), 2018, 33(4): 768-791.
86. [KAIS] Xi Wang, Qianzhen Zhang, Deke Guo, Xiang Zhao. A Survey of Continuous Subgraph Matching for Dynamic Graphs. Knowledge and Information Systems, 2023, 65(3):945-989. new!
87. [COMCOM] Deke Guo, Chaoling Li, Jie Wu, Xiaolei Zhou. DCube: A Family of High Performance Modular Data Centers Using Dual-Port Servers. Elsevier Journal of Computer Communication, 2014, 53:13-25. (pdf)
88. [COMCOM] Junjie Xie, Deke Guo, Zhiyao Hu, Ting Qu, Pin Lv. Control Plane of Software-defined Networks: A Survey. Elsevier Journal of Computer Communication, 2015, 67:1-10. (pdf)
89. 符鹏涛, 罗来龙, 郭得科, 赵翔, 李尚森,王怀民. 跳跃滤波：一种面向大数据治理的动态数据摘要技术. 软件学报, 2023,34(3):1193-1212. new!
90. 李妍，郭得科，曹晓丰，陈洪辉. 应用感知的数据中心网络多租户共享方法. 计算机学报, 2021, 44(07): 1363-1377.
91. 郭得科,罗来龙, 李妍, 胡智尧, 任棒棒. 数据中心内incast流量的网内聚合研究. 计算机研究与发展, 2016,53(1):53-67.

1. [INFOCOM] Yuchen Sun, Deke Guo, Lailong Luo, Li Liu, Xinyi Li, Junejie Xie. Prophet: Highly-efficient Feature Indexing Mechanism for Similarity Data Sharing at Network Edges. In Proc. of IEEE INFOCOM, 2023. new!
2. [ICDE] Qianzhen Zhang, Deke Guo, Xiang Zhao, Long Yuan. Discovering Frequency Bursting Patterns in Temporal Graphs. In Proc. of IEEE ICDE, 2023.new!
3. [DASFAA] Xi Wang, Qianzhen Zhang, Deke Guo. Mining top-k Frequent Patterns over Streaming Graphs. In Proc. of 28th International Conference on Database Systems for Advanced Applications (DASFAA), 2023. new!
4. [DASFAA] Chu Huang, Qianzhen Zhang, Deke Guo. Paper Title: Discovering Persistent Subgraph Patterns over Streaming Graphs. In Proc. of 28th International Conference on Database Systems for Advanced Applications (DASFAA), 2023. new!
5. [IWQoS] Heng Zhang, Shaoyuan Huang, Mengwei Xu, Deke Guo, Xiaofei Wang, Victor C. M. Leung, Wenyu Wang. How Far Have Edge Clouds Gone? A Spatial-Temporal Analysis of Edge Network Latency In the Wild. In Proc. Of ACM/IEEE IEQOS, 2023. new!
6. [INFOCOM] Geyao Cheng, Deke Guo, Lailong Luo, Junxu Xia, Yuchen Sun. Jingwei: An Efficient and Adaptable Data Migration Strategy for Deduplicated Storage Systems. In Proc. of IEEE INFOCOM, 2022. (pdf)
7. [IWQoS] Yawen Chen, Deke Guo, Bangbang Ren, Junjie Xie, Lailong Luo. UFLB: A Unified Framework for Modeling and Analyzing Load Balancing Methods in DCNs. In Proc. of ACM/IEEE IWQOS, 2022.
8. [CIKM] Qianzhen Zhang, Deke Guo, Xiang Zhao, Lailong Luo. Handling RDF Streams: Harmonizing Subgraph Matching, Adaptive Incremental Maintenance, and Matching-free Updates Together. In Proc. of ACM CIKM, 2022.
9. [DASFAA] Qianzhen Zhang, Deke Guo, Xiang Zhao. Discovering Bursting Patterns over Streaming Graphs. In Proc. of DASFAA, 2022. (pdf)
10. [INFOCOM] Guoming Tang, Hao Yuan, Deke Guo, Kui Wu, Yi Wang. Reusing Backup Batteries as BESS for Power Demand Reshaping in 5G and Beyond. In Proc. of IEEE INFOCOM, 2021.
11. [ICDCS] Bangbang Ren, Deke Guo, Guoming Tang, Weijun Wang, Lailong Luo and Xiaoming Fu. SRUF: Low-Latency Path Routing with SRv6 Underlay Federation in Wide Area Network. In Proc. of IEEE ICDCS, 2021. (pdf)
12. [ICDCS] Pengtao Fu, Lailong Luo, Shangsen Li, Deke Guo, Geyao Cheng and Yun Zhou. The Vertical Cuckoo Filters: A Family of Insertion-friendly Sketches for Online Applications. In Proc. of IEEE ICDCS, 2021.(pdf)
13. [IWQoS] Yan Li, Deke Guo, Xiaofeng Cao, Feng Lyu, Honghui Chen. DeepDelivery: Leveraging Deep Reinforcement Learning for Adaptive IoT Service Delivery. In Proc. of IEEE IWQOS, 2021.
14. [IWQoS] Sheng Chen, Baochao Chen, Junjie Xie, Xiulong Liu, Deke Guo, Keqiu Li. Joint Service Placement for Maximizing the Social Welfare in Edge Federation. In Proc. of IEEE IWQOS, 2021.
    
15. [INFOCOM] Junjie Xie, Deke Guo, Cheng Qian, Honghui Chen. A Fast Hybrid Data Sharing Framework for Hierarchical Mobile Edge Computing. In Proc. of IEEE INFOCOM, 2020.
16. [IROS] Xiaoqiang Teng, Pengfei Xu, Deke Guo, Yulan Guo, Runbo Hu, Hua Chai. ARPDR: An Accurate and Robust Pedestrian Dead Reckoning System for Indoor Localization. In Proc. of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020.
17. [ICDCS] Guoming Tang, Kui Wu, Deke Guo, Yi Wang, Huan Wang. Alleviating Low-Battery Anxiety of Mobile Users via Low-Power Video Streaming. In Proc. of IEEE ICDCS, 2020.
18. [CIKM] Qianzhen Zhang, Deke Guo, Xiang Zhao, Xinyi Li, Xi Wang. Seasonal-Periodic Subgraph Mining in Temporal Networks. In Proc. of ACM CIKM, 2020.
19. [DASFFA] Xi Wang, Qizheng Zhang, Deke Guo, Xiang Zhao, Jianye Yang. GQA_RDF: A Graph-based Approach towards Efficient SPARQL Query. In Proc. of International Conference on Database Systems for Advanced Applications (DASFFA), 2020.
20. [INFOCOM] Lailong Luo, Deke Guo, Ori Rottenstreich, Bangbang Ren, Xueshan Luo. The Consistent Cuckoo Filter. In Proc. of IEEE INFOCOM, 2019. (pdf)
21. [INFOCOM] Junjie Xie, Cheng Qian, Deke Guo, Minmei Wang, Shouqian Shi, Honghui Chen. Efficient Indexing Mechanism for Unstructured Data Sharing Systems in Edge Computing. In Proc. of IEEE INFOCOM, 2019. (pdf)
22. [ICNP] Ting Qu, Raj Joshi, Mun Choon Chan, Ben Leong, Deke Guo, Zhong Liu. SQR: In-network packet loss recovery from link failures for high-reliability datacenter networks. In Proc. of IEEE ICNP, 2019. best paper award !
23. [ICDCS] Junjie Xie, Cheng Qian, Deke Guo, Shouqian Shi, Honghui Chen. Efficient Data Placement and Retrieval Services in Edge Computing. In Proc. of IEEE ICDCS, 2019.
24. [CIKM] Qianzhen Zhang, Jia Xu, Deke Guo, Xiang Zhao. Continuous Matching of Evolving Pattern over Dynamic Graph Data. In Proc. of ACM CIKM, 2019.
25. [CIKM] Lailong Luo, Deke Guo, Xueshan Luo. Set Reconciliation with Cuckoo Filters. In Proc. of ACM CIKM, 2019.
26. [ICDE] Lailong Luo, Deke Guo, Xiang Zhao, Jie Wu, Ori Rottenstreich, Xueshan Luo. Near-accurate Multiset Reconciliation (Extended abstract). In Proc. of IEEE ICDE, 2019.
27. [IWQoS] Zhiyao Hu, Dongsheng Li, Deke Guo, Yiming Zhang. Branch Scheduling: DAG-Aware Scheduling for Speeding up Data-Parallel Jobs. In Proc. of IEEE IWQOS, 2019.
28. [ICDCS] Bangbang Ren, Deke Guo, Guoming Tang, Xu Lin, Yudong Qin. Optimal Service Function Tree Embedding for NFV-enalbed Multicast. In Proc. of IEEE ICDCS, 2018. (pdf)
29. [IWQoS] Yueyue Chen, Deke Guo, Pin Lv, Tongqing Zhou, Ming Xu. ProSC: Profit-driven Participant Selection in Compressive Mobile Crowdsensing. In Proc. of IWQOS 2018. (pdf)
30. [ICPP] Xu Lin, Deke Guo, Yulong Shen, Guoming Tang, Bangbang Ren. DAG-SFC: Minimize the Embedding Cost of SFC with Parallel VNFs. In Proc. of IEEE ICPP, 2018. (pdf)
31. [ICDCS] Ting Qu, Deke Guo, Xiaomin Zhu, Xiaolei Zhou, Zhong Liu. An Event-level Abstraction for Achieving Efficiency and Fairness in Network Update. In Proc. of IEEE ICDCS，2017.(pdf)
32. [ICDCS] Wenxin Li, Xiaobo Zhou, Heng Qi, Keqiu Li, Deke Guo. More Peak, Less Differentiation: Towards a Pricing-aware Online Control Framework for Inter-Datacenter Transfers. In Proc. of IEEE ICDCS, 2017.(pdf)
33. [IWQoS] Yan Li, Deke Guo, Junjie Xie, Honghui Chen. Application-aware Network Sharing for Enabling High Progress of Multi-tenants. In Proc. of ACM/IEEE IWQOS, 2017.
34. [IWQoS] Lailong Luo, Deke Guo, Jia Xu, Xueshan Luo. Topology Calibration in Data Centers. In Proc. of ACM/IEEE IWQOS, 2017.
35. [IWQoS] Ting Qu, Deke Guo, Jia Xu, Zhong Liu. Delay Updating in Software-Defined Datacenter Network. In Proc. of ACM/IEEE IWQOS, 2017.
36. [IWQoS] Junjie Xie, Deke Guo, Zhiyao Hu, Jie Wu, Tao Chen, Honghui Chen. Reliable Multicast Routing with Uncertain Sources. In Proc. of ACM/IEEE IWQOS, 2017.
37. [IWQoS] Zhiyao Hu, Deke Guo, Xiaoqiang Teng, Junjie Xie, Bangbang Ren. Multicast Routing with Uncertain Sources. In Proc. of ACM/IEEE IWQOS, June, 2016.
38. [IWQoS] Jianhui Zhang, Keqiu Li, Deke Guo, Heng Qi, Xiaoyi Tao, Yingwei Jin. Data Rate Guarantee for Coflow Scheduling in Network Function Virtualization. In Proc. of ACM/IEEE IWQOS, June, 2016.
39. [Sensys] Xiaoqiang Teng, Deke Guo, Xiaolei Zhou, Zhong Liu. Poster Abstract: An Indoor-Outdoor Navigation Service for Subway Transportation Systems. In Proc. of ACM Sensys, 2015, Seoul, Korea.(pdf)
40. [INFOCOM] Deke Guo, Tao Chen, Dan Li, Yunhao Liu, Xue Liu, Guihai Chen. BCN: Expansible Network Structures for Data Centers Using Hierarchical Compound Graphs. In Proc. of 30th IEEE International Conference on Computer Communications, April 2011
41. [INFOCOM] Tao Chen, Zheng Yang, Yunhao Liu, Deke Guo, Xueshan Luo. Localization in Non-localizable Sensor and Ad-hoc Networks: A Localizability-aided Approach. In Proc. of 30th IEEE International Conference on Computer Communications, April 2011.
42. [DASFAA] Ye Yuan, Deke Guo, Guoren Wang, Lei Chen. Removing Uncertainties from Overlay Network. In Proceedings of 16th International Conference on Database Systems for Advanced Applications, April, 2011.
43. [INFOCOM] Deke Guo, Yunhao Liu, Xiangyang li. BAKE: A Balanced Kautz Tree Structure for Peer-to-Peer Networks. In Proc. of the 27th IEEE International Conference on Computer Communications, Phoenix, AZ, USA, April 2008.
44. [INFOCOM] Deke Guo, Jie Wu, Honghui Chen, and Xueshan Luo. Moore: An Extendable Peer-to-Peer Network Based on Incomplete Kautz Digraph with Constant Degree. In Proc. of the 26th IEEE International Conference on Computer Communications, Anchorage, Alaska, USA, May 2007. (pdf)
45. [INFOCOM] Deke Guo, Jie Wu, Honghui Chen, Xueshan Luo. Theory and Network Applications of Dynamic Bloom Filters. In Proc. of the 25th IEEE International Conference on Computer Communications, Barcelona, Catalunya, Spain, April 2006. (pdf)

 (more)

Research Group

• Professors: Dr. Lionel Ni, Dr. Yunhao Liu
• Dr. Jinsong Han , Dr. Mo Li, Dr. Yuan He, Dr. Zheng Yang, Dr. Kebin Liu , Dr. Dezun Dong, Dr. Wei Dong, Dr. Lei Zou, Cheng Wang

Others

• SDN and OpenFlow Reading List
• SDN Course at Columbia University
• Advice on Research and Writing
• Selected material on data center networking
• Trace and tools for wirelss networks
• IEEE Manuscript Center
• A Reading List in Computer Networking

Total number of page views up till now is since 27 November 2007

Last Update: March 13, 2018