SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments

Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Meng Shi, Gang Chen 0001, Feifei Li 0001. SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments. PVLDB, 17(3):278-291, November 2023. [doi]

@article{LinWZDSCL23,
  title = {SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments},
  author = {Qiuru Lin and Sai Wu and Junbo Zhao and Jian Dai and Meng Shi and Gang Chen 0001 and Feifei Li 0001},
  year = {2023},
  month = {November},
  url = {https://www.vldb.org/pvldb/vol17/p278-wu.pdf},
  researchr = {https://researchr.org/publication/LinWZDSCL23},
  cites = {0},
  citedby = {0},
  journal = {PVLDB},
  volume = {17},
  number = {3},
  pages = {278-291},
}