How LLM Saved Me from Struggling with Experiment Reproduction: LEO Networking as A Case Study
Reproducing network experiments is critical to advancing the research in computer networks. However, in reality many researchers often struggle with experiment reproduction: not only because reading, understanding, and debugging prior work is time-consuming and labor-intensive, but also because not all papers publicly release their code, thereby forcing subsequent researchers to re-implement experiments from scratch.
Authors
- Hewu Li (ORCID: https://orcid.org/0000-0002-6331-6542)
- Qian Wu (ORCID: https://orcid.org/0000-0002-5487-055X)
- Zeqi Lai (ORCID: https://orcid.org/0000-0001-6356-2738)
- Jun Liu (ORCID: https://orcid.org/0000-0003-1533-9704)
- Yunan Hou
- Yuanjie Li (ORCID: https://orcid.org/0000-0001-5931-3894)
- Zhifeng Han
- Xin Xie
- Yibo Wang (ORCID: https://orcid.org/0009-0005-3781-5750)
Institutions
- Tsinghua University (CN)
Publication Details
- Published
- 2025-08-19
- DOI
- https://doi.org/10.1145/3748749.3749084
- Primary Topic
- Peer-to-Peer Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00