ArcheScale-Guard: Archetype-Aware Predictive Autoscaling with Uncertainty Quantification for Serverless Computing

Ao Zhu, Weicheng Liu, Zhongkang Li, Zhaocheng Liu, Jiarong Qiu, Chenfeiyu Wen. ArcheScale-Guard: Archetype-Aware Predictive Autoscaling with Uncertainty Quantification for Serverless Computing. In 2026 International Conference on Communication Networks and Machine Learning (CNML), Chongqing, China, January 30 - Feb. 1, 2026. pages 1425-1429, IEEE, 2026. [doi]

@inproceedings{ZhuLLLQW26,
  title = {ArcheScale-Guard: Archetype-Aware Predictive Autoscaling with Uncertainty Quantification for Serverless Computing},
  author = {Ao Zhu and Weicheng Liu and Zhongkang Li and Zhaocheng Liu and Jiarong Qiu and Chenfeiyu Wen},
  year = {2026},
  doi = {10.1109/CNML68938.2026.11453230},
  url = {https://doi.org/10.1109/CNML68938.2026.11453230},
  researchr = {https://researchr.org/publication/ZhuLLLQW26},
  cites = {0},
  citedby = {0},
  pages = {1425-1429},
  booktitle = {2026 International Conference on Communication Networks and Machine Learning (CNML), Chongqing, China, January 30 - Feb. 1, 2026},
  publisher = {IEEE},
  isbn = {979-8-3315-9047-5},
}