@article{bridgingthegapbetweenhomogeneousandheter,
  title = {Bridging the Gap Between Homogeneous and Heterogeneous Asynchronous Optimization Is Surprisingly Difficult},
  author = {Alexander Tyurin},
  year = {2026},
  eprint = {2609.17483},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.17483},
}