Kun Qiu / 邱堃

Kun Qiu / 邱堃

Assistant Professor, Fudan University, School of Computer Science

Publications

You can also find my articles on my Google Scholar profile

Journals

  1. Wenhao Liu, Jiazhi Wu, Quanwei Lin, Handong Luo, Qi Zhang, Kun Qiu, Zhe Chen, Yue Gao, “Efficient Satellite-Ground Interconnection Design for Low-orbit Mega-Constellation Topology”, IEEE Transactions on Mobile Computing, to be published, Nov. 2024
  2. Yue Gao, Kun Qiu, Zhe Chen, Wenjun Zhu, Qi Zhang, Handong Luo, Quanwei Lin, Ziheng Yang, Wenhao Liu, “Plotinus: A Satellite Internet Digital Twin System”, PTP Journal of Communications and Information Networks, Vol. 9(1):23-32, Mar. 2024
  3. Hao Xu, Harry Chang, Kun Qiu, Yang Hong, Wenjun Zhu, Xiang Wang, Baoqian Li, Jin Zhao, “Accelerating Deep Packet Inspection With SIMD-Based Multi-Literal Matching Engine”, IEEE Transactions on Network and Service Management, to be published, Jan. 2024
  4. Kun Qiu, Jin Zhao, Xin Wang, Xiaoming Fu, Stefano Secci, “Efficient Recovery Path Computation for Fast Reroute in Large-scale Software Defined Networks,” IEEE Journal on Selected Areas in Communications, Vol. 37(8):1755-1768, Aug. 2019.
  5. Kun Qiu, Jing Yuan, Jin Zhao, Xin Wang, Stefano Secci, and Xiaoming Fu, “FastRule: Efficient Flow Entry Updates for TCAM-Based OpenFlow Switches,” IEEE Journal on Selected Areas in Communications, Vol. 37(3):484-498, Mar. 2019.
  6. Kun Qiu, Siyuan Huang, Qiongwen Xu, Jin Zhao, Xin Wang, Stefano Secci, “ParaCon: A Parallel Control Plane for Scaling Up Path Computation in SDN,” IEEE Transactions on Network and Service Management, 2017, 14 (4):978-990.
  7. Kun Qiu, Fang Yuquan, Lu Wei, Jin Zhao, “A Design of OpenFlow Switch Based on General Broadband Router”, 《基于通用宽带路由器的OpenFlow交换机设计》(in Chinese), Computer Applications and Software, 2016, Vol.33(11):84-89, Nov. 2016.

Conferences

  1. Handong Luo, Wenhao Liu, Qi Zhang, Ziheng Yang, Quanwei Lin, Wenjun Zhu, Kun Qiu, Zhe Chen, Yue Gao, ”Hurry: Dynamic Collaborative Framework For Low-orbit Mega-Constellation Data Downloading”, International European Conference on Parallel and Distributed Computing (Euro-Par), 2024, Madrid, Spain
  2. Shunbin Dong, Yuming Xie, Jin Zhao, Kun Qiu, ”NPV: Fast Network Policy Verification for Cloud-Native Networking”, IEEE International Conference on Distributed Computing Systems (ICDCS), 2024, Jersey City, New Jersey, USA
  3. Danqi Li, Ningbo Tian, Kun Qiu, Harry Chang, Xiahui Yu, Jin Zhao, “VotePipe: Efficient Heavy Hitter Detection in Programmable Data Plane”, China Conference on Networking (CCF ChinaNet), 2023, Wenzhou, China
  4. Hao Xu, Harry Chang, Wenjun Zhu, Yang Hong, Geoff Langdale, Kun Qiu, Jin Zhao, “Harry: A Scalable SIMD-based Multi-literal Pattern Matching Engine for Deep Packet Inspection”, IEEE International Conference on Computer Communications (INFOCOM), 2023, New York area
  5. Kun Qiu, Harry Chang, Ying Wang, Xiahui Yu, Wenjun Zhu, Yingqi Liu, Jianwei Ma, Weigang Li, Xiaobo Liu, Shuo Dai, “Traffic Analytics Development Kits (TADK): Enable Real-Time AI Inference in Networking Apps”, International Conference on Ubiquitous and Future Networks (ICUFN), 2022, Barcelona, Spain
  6. Wenjun Zhu, Harry Chang, Yang Hong, Xiang Wang, Geoff Langdale, Kun Qiu, Mingyi Zhang, “Hyperverse: A High Throughput Pattern Matching Engine for Metaverse”, IEEE International Conference on Distributed Computing Systems (ICDCS), 2022, Workshop Paper, Bologna, Italy
  7. Kun Qiu, Harry Chang, Yang Hong, Wenjun Zhu, Xiang Wang, Baoqian Li, “Teddy: An Efficient SIMD-based Literal Matching Engine for Scalable Deep Packet Inspection”, International Conference on Parallel Processing (ICPP), 2021, Lemont, Illinois, USA
  8. Kun Qiu, Ying Wang, Baoqian Li, “An Unsupervised Learning Based Encrypted Mobile Traffic Cleaning Framework”, International Joint Conference on Artificial Intelligence (IJCAI), 2020, Workshop Paper, Yokohama, Japan, Online Access
  9. Kun Qiu, Yuanyang Zhu, Jing Yuan, Jin Zhao, Xin Wang, and Tilman Wolf, “ParaPLL: Fast Parallel Shortest-path Distance Query on Large-scale Weighted Graphs,” International Conference on Parallel Processing (ICPP), 2018, Eugene, Oregon, USA
  10. Kun Qiu, Jing Yuan, Jin Zhao, Xin Wang, Stefano Secci, and Xiaoming Fu, “Fast Lookup Is Not Enough: Towards Efficient and Scalable Flow Entry Updates for TCAM-based OpenFlow Switches,” IEEE International Conference on Distributed Computing Systems (ICDCS), 2018, Vienna, Austria
  11. Kun Qiu, Renlong Tu, Siyuan Huang, Jin Zhao, Xin Wang, “cCluster: A Highly Scalable and Elastic OpenFlow Control Plane,” IEEE/ACM International Symposium on Quality of Service (IWQoS), 2015, Short Paper, Portland, Oregon, USA
  12. Kun Qiu, Zhe Chen, Yang Chen, Jin Zhao, Xin Wang, “GFlow: Towards GPU-based High-Performance Table Matching in OpenFlow Switches,” IEEE International Conference on Information Networking (ICOIN), 2015, Siem Reap, Cambodia

Industrial Conferences

  1. Kun Qiu, Harry Chang, “Introducing Hardware Content Inspection Accelerator Into the Network Security Applications”, DPDK Summit APAC. 2021, Online URL

Patents

  1. Kun Qiu. (2024), “NeoHarry - High-performance Parallel Multi-literal Matching Algorithm”, United States Patent, In Publishing
  2. Kun Qiu. (2023). “Heavy Hitter Flow Detection”, United States Patent, US20230239244A1, Filed: Mar. 2023. Published: Jul. 2023.
  3. Kun Qiu. (2022). “Techniques to encode and decode for character class matching”. United States Patent, US20220171628A1. Filed: February 17, 2022. Published: June 2, 2022.
  4. Kun Qiu. (2022). “Flexible deterministic finite automata (DFA) tokenizer for AI-based malicious traffic detection”. United States Patent, US20220279013A1”. Filed: May 13, 2022. Published: Sep. 1, 2022
  5. Kun Qiu. (2022). “Techniques for use of a large scale multi-literal matching algorithm”. United States Patent, US20220113969A1. Filed: December 22, 2021. Published: April 14, 2022.

Talks

  1. “Inline inferencing for network functions with TADK” (in Chinese), Intel Network Technical Summit, 2023, Online URL
  2. “AI Powers Network Security - Build an Intelligent Network Application Firewall using TADK” (in Chinese), OpenAnolis Tech MeetUp, Shanghai, Jul. 2023, Online URL
  3. “Cloud Security AI - Inline inferencing for network functions with TADK” (in Chinese), Intel Network Technical Summit, 2021, Online URL
  4. “AI empowers cloud security” (in Chinese), Intel Internet Industry and Innovation Practice Workshop, 2021, Online URL

Whitepapers

  1. “ZTE’s High Performance 5G UPF DPI Implementation Based on Intel® TADK”, Aug 17, 2022, Online URL
  2. “NSFOCUS Tianshu Lab introduces Intel® Traffic Analysis Development Tool Suite to create an AI high-performance detection solution for web attacks” (in Chinese), 2022, Online URL
  3. “GreenNet uses Intel® TADK to provide AI-based intelligent DPI detection solution” (in Chinese), 2021, Online URL