Skip to content

Latest commit

 

History

History
167 lines (159 loc) · 6.99 KB

Projects.md

File metadata and controls

167 lines (159 loc) · 6.99 KB

Planter's Applications

Planter Logo License GitHub release

Planter Project's History

The poster, arXiv, and SIGCOMM CCR version of Planter:

Planter: Rapid Prototyping of In-Network Machine Learning Inference, ACM SIGCOMM Computer Communication Review, 2024.

@article{zheng2024automating,
  title={{Planter: Rapid Prototyping of In-Network Machine Learning Inference}},
  author={Zheng, Changgang and Zang, Mingyuan and Hong, Xinpeng and Perreault, Liam and Bensoussane, Riyad and Vargaftik, Shay and Ben-Itzhak, Yaniv and Zilberman, Noa},
  journal={ACM SIGCOMM Computer Communication Review},
  year={2024}
}

Automating In-Network Machine Learning, arXiv, 2022.

@misc{zheng2022automating,
      title={Automating In-Network Machine Learning}, 
      author={Changgang Zheng and Mingyuan Zang and Xinpeng Hong and Riyad Bensoussane and Shay Vargaftik and Yaniv Ben-Itzhak and Noa Zilberman},
      year={2022},
      eprint={2205.08824},
      archivePrefix={arXiv},
      primaryClass={cs.NI}
}

Planter: seeding trees within switches, SIGCOMM'21 Poster and Demo Sessions, 2021.

@incollection{zheng2021planter,
  title={Planter: seeding trees within switches},
  author={Zheng, Changgang and Zilberman, Noa},
  booktitle={Proceedings of the SIGCOMM'21 Poster and Demo Sessions},
  pages={12--14},
  year={2021}
}

Planter-Based Projects

IIsy: Hybrid In-Network Classification Using Programmable Switches, IEEE/ACM Transactions on Networking, 2024.

@article{zheng2024iisy,
  title={{IIsy: Hybrid In-Network Classification Using Programmable Switches}},
  author={Zheng, Changgang and Xiong, Zhaoqi and Bui, Thanh T and Kaupmees, Siim and Bensoussane, Riyad and Bernabeu, Antoine and Vargaftik, Shay and Ben-Itzhak, Yaniv and Zilberman, Noa},
  journal={IEEE/ACM Transactions on Networking},
  year={2024}
}

DINC: Toward Distributed In-Network Computing, ACM CoNEXT'23 & Proceedings of the ACM on Networking, 2023.

@article{zheng2023dinc,
  title={{DINC: Toward Distributed In-Network Computing}},
  author={Zheng, Changgang and Tang, Haoyue and Zang, Mingyuan and Hong, Xinpeng and Feng, Aosong and Tassiulas, Leandros and Zilberman, Noa},
  journal={Proceedings of the ACM on Networking},
  volume={1},
  number={CoNEXT3},
  pages={1--25},
  year={2023},
  publisher={ACM New York, NY, USA}
}

QCMP: Load Balancing via In-Network Reinforcement Learning, ACM SIGCOMM Workshop on Future of Internet Routing & Addressing, 2023.

@inproceedings{zheng2023qcmp,
  title={{QCMP: Load Balancing via In-Network Reinforcement Learning}},
  author={Zheng, Changgang and Rienecker, Benjamin and Zilberman, Noa},
  booktitle={Proceedings of the 2nd ACM SIGCOMM Workshop on Future of Internet Routing \& Addressing},
  pages={35--40},
  year={2023}
}

Planter-Applications

We are also excited to introduce several works that apply Planter. If your work uses Planter, please kindly email us (changgangzheng@qq.com) if possible. We will include your latest publication or project in the Planter's applications list.

SmartEdge - Design of Dynamic and Secure Swarm Networking, D4.1 Design of Dynamic & Secure Swarm Networking, EU Semantic Low-code Programming Tools for Edge Intelligence (SmartEdge) horizon project, 2024.

@article{eu2024smartedge,
  title={{SmartEdge}},
  author={Chen, Hongyi and Ding, Damu and Zheng, Changgang and Bakar, Rana Abu and Cugini, Filippo and others},
  note = {D4.1 Design of Dynamic \& Secure Swarm Networking, GA 101092908},
  pages={1--57},
  year={2024}
}

E-Commerce Bot Traffic: In-Network Impact, Detection, and Mitigation, 27th Conference on Innovation in Clouds, Internet and Networks (ICIN), 2024.

@incollection{hemmatpour2024ecommerce,
  title={{E-Commerce Bot Traffic: In-Network Impact, Detection, and Mitigation}},
  author={Hemmatpour, Masoud and Zheng, Changgang and Zilberman, Noa},
  booktitle={7th Conference on Innovation in Clouds, Internet and Networks (ICIN)},
  year={2024}
}

In-Network Machine Learning Using Programmable Network Devices: A Survey, IEEE Communications Surveys and Tutorials, 2023.

@article{zheng2023network,
  title={{In-Network Machine Learning Using Programmable Network Devices: A Survey}},
  author={Zheng, Changgang and Hong, Xinpeng and Ding, Damu and Vargaftik, Shay and Ben-Itzhak, Yaniv and Zilberman, Noa},
  journal={IEEE Communications Surveys \& Tutorials},
  year={2023},
  doi={10.1109/COMST.2023.3344351},
  publisher={IEEE}
}

Towards Continuous Threat Defense: In-Network Traffic Analysis for IoT Gateways, IEEE Internet of Things Journal, 2023.

@article{zang2023towards,
  title={{Towards Continuous Threat Defense: In-Network Traffic Analysis for IoT Gateways}},
  author={Zang, Mingyuan and Zheng, Changgang and Dittmann, Lars and Zilberman, Noa},
  journal={IEEE Internet of Things Journal},
  year={2023},
  publisher={IEEE}
}

Advanced Threat Defense with In-Network Traffic Analysis for IoT Gateways, MobiUK, 2023.

@article{zangadvanced,
  title={Advanced Threat Defense with In-Network Traffic Analysis for IoT Gateways},
  author={Zang, Mingyuan and Zheng, Changgang and Dittmann, Lars and Zilberman, Noa},
  booktitle={MobiUK},
  year={2023}
}

Federated learning-based in-network traffic analysis on IoT edge, Security for IoT Networks and Devices in 6G (Sec4IoT), IFIP Networking 2023.

@article{zang2023federated,
  title={Federated learning-based in-network traffic analysis on IoT edge},
  author={Zang, Mingyuan and Zheng, Changgang and Koziak, Tomasz and Zilberman, Noa and Dittmann, Lars},
  year={2023}
}

LOBIN: In-Network Machine Learning for Limit Order Books, IEEE 24rd International Conference on High Performance Switching and Routing (HPSR), 2023.

@inproceedings{hong2023lobin,
  title={{LOBIN: In-Network Machine Learning for Limit Order Books}},
  author={{Hong}, Xinpeng and Zheng, Changgang and Zohren, Stefan and Zilberman, Noa},
  booktitle={2023 IEEE 24th International Conference on High Performance Switching and Routing (HPSR)},
  pages={159--166},
  year={2023},
  organization={IEEE}
}

Linnet: Limit Order Books Within Switches, SIGCOMM'22 Poster and Demo Sessions, 2022.

@incollection{hong2022linnet,
  title={{Linnet: Limit Order Books Within Switches}},
  author={Hong, Xinpeng and Zheng, Changgang and Zohren, Stefan and Zilberman, Noa},
  booktitle={Proceedings of the SIGCOMM'22 Poster and Demo Sessions},
  pages={37--39},
  year={2022}
}

P4Pir: In-Network Analysis for Smart IoT Gateways, SIGCOMM'22 Poster and Demo Sessions, 2022.

@incollection{zang2022p4pir,
  title={{P4Pir: In-Network Analysis for Smart IoT Gateways}},
  author={Zang, Mingyuan and Zheng, Changgang and Stoyanov, Radostin and Dittmann, Lars and Zilberman, Noa},
  booktitle={Proceedings of the SIGCOMM'22 Poster and Demo Sessions},
  pages={46--48},
  year={2022}
}