@article{learninginchaosefficientautoscalingand, title = {Learning in Chaos: Efficient Autoscaling and Self-healing for Distributed Training at the Edge}, author = {Wenjiao Feng and Rongxing Xiao and Zonghang Li and Hongfang Yu and Gang Sun and Long Luo and Mohsen Guizani and Qirong Ho}, year = {2025}, eprint = {2505.12815}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.12815v1}, }