---
_id: '63057'
author:
- first_name: Qiangyu
  full_name: Pei, Qiangyu
  last_name: Pei
- first_name: Yongjie
  full_name: Yuan, Yongjie
  last_name: Yuan
- first_name: Haichuan
  full_name: Hu, Haichuan
  last_name: Hu
- first_name: Lin
  full_name: Wang, Lin
  id: '102868'
  last_name: Wang
  orcid: 0000-0001-7181-6128
- first_name: Dong
  full_name: Zhang, Dong
  last_name: Zhang
- first_name: Bingheng
  full_name: Yan, Bingheng
  last_name: Yan
- first_name: Chen
  full_name: Yu, Chen
  last_name: Yu
- first_name: Fangming
  full_name: Liu, Fangming
  last_name: Liu
citation:
  ama: 'Pei Q, Yuan Y, Hu H, et al. Working Smarter Not Harder: Hybrid Cooling for
    Deep Learning in Edge Datacenters. <i>IEEE Transactions on Sustainable Computing</i>.
    2025;10(4):804-819. doi:<a href="https://doi.org/10.1109/tsusc.2025.3542563">10.1109/tsusc.2025.3542563</a>'
  apa: 'Pei, Q., Yuan, Y., Hu, H., Wang, L., Zhang, D., Yan, B., Yu, C., &#38; Liu,
    F. (2025). Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge
    Datacenters. <i>IEEE Transactions on Sustainable Computing</i>, <i>10</i>(4),
    804–819. <a href="https://doi.org/10.1109/tsusc.2025.3542563">https://doi.org/10.1109/tsusc.2025.3542563</a>'
  bibtex: '@article{Pei_Yuan_Hu_Wang_Zhang_Yan_Yu_Liu_2025, title={Working Smarter
    Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters}, volume={10},
    DOI={<a href="https://doi.org/10.1109/tsusc.2025.3542563">10.1109/tsusc.2025.3542563</a>},
    number={4}, journal={IEEE Transactions on Sustainable Computing}, publisher={Institute
    of Electrical and Electronics Engineers (IEEE)}, author={Pei, Qiangyu and Yuan,
    Yongjie and Hu, Haichuan and Wang, Lin and Zhang, Dong and Yan, Bingheng and Yu,
    Chen and Liu, Fangming}, year={2025}, pages={804–819} }'
  chicago: 'Pei, Qiangyu, Yongjie Yuan, Haichuan Hu, Lin Wang, Dong Zhang, Bingheng
    Yan, Chen Yu, and Fangming Liu. “Working Smarter Not Harder: Hybrid Cooling for
    Deep Learning in Edge Datacenters.” <i>IEEE Transactions on Sustainable Computing</i>
    10, no. 4 (2025): 804–19. <a href="https://doi.org/10.1109/tsusc.2025.3542563">https://doi.org/10.1109/tsusc.2025.3542563</a>.'
  ieee: 'Q. Pei <i>et al.</i>, “Working Smarter Not Harder: Hybrid Cooling for Deep
    Learning in Edge Datacenters,” <i>IEEE Transactions on Sustainable Computing</i>,
    vol. 10, no. 4, pp. 804–819, 2025, doi: <a href="https://doi.org/10.1109/tsusc.2025.3542563">10.1109/tsusc.2025.3542563</a>.'
  mla: 'Pei, Qiangyu, et al. “Working Smarter Not Harder: Hybrid Cooling for Deep
    Learning in Edge Datacenters.” <i>IEEE Transactions on Sustainable Computing</i>,
    vol. 10, no. 4, Institute of Electrical and Electronics Engineers (IEEE), 2025,
    pp. 804–19, doi:<a href="https://doi.org/10.1109/tsusc.2025.3542563">10.1109/tsusc.2025.3542563</a>.'
  short: Q. Pei, Y. Yuan, H. Hu, L. Wang, D. Zhang, B. Yan, C. Yu, F. Liu, IEEE Transactions
    on Sustainable Computing 10 (2025) 804–819.
date_created: 2025-12-12T08:13:53Z
date_updated: 2025-12-12T08:14:11Z
department:
- _id: '34'
- _id: '7'
- _id: '75'
doi: 10.1109/tsusc.2025.3542563
intvolume: '        10'
issue: '4'
language:
- iso: eng
page: 804-819
publication: IEEE Transactions on Sustainable Computing
publication_identifier:
  issn:
  - 2377-3782
  - 2377-3790
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: 'Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters'
type: journal_article
user_id: '102868'
volume: 10
year: '2025'
...