@article{doesmixtureofexpertsactuallyhelpinferenc,
  title = {Does Mixture-of-Experts Actually Help Inference on Consumer and Edge Hardware? An Empirical Study},
  author = {Alfarizy Alfarizy and Hung Truong Thanh Nguyen and René Richard and Roozbeh Razavi-Far and Hung Cao},
  year = {2026},
  eprint = {2606.21428},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.21428},
}