TraceLLM: Evaluating and Exploring Large Language Models on Trace Analysis in Microservice-based Web Applications.

@inproceedings{zhou-2026-tracellm, author = {Tong Zhou and Xin Peng and Jie Zhang and Chaofeng Sha and Chenxi Zhang and Zicheng Yuan and Senyu Xie}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{TraceLLM: Evaluating and Exploring Large Language Models on Trace Analysis in Microservice-based Web Applications}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {5120--5131}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792164}, doi = {https://doi.org/10.1145/3774904.3792164} }