100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models: [Experiments & Analysis]

Yeounoh Chung, Rushabh Desai, Jian He, Yu Xiao, Thibaud Hottelier, Yves-Laurent Kom Samo, Pushkar Khadilkar, Xianshun Chen, Sam Idicula, Fatma Özcan 0001, Alon Y. Halevy, Yannis Papakonstantinou. 100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models: [Experiments & Analysis]. Proc. ACM Manag. Data, 4(3), 2026. [doi]

@article{ChungDHXHSKCIOH26,
  title = {100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models: [Experiments & Analysis]},
  author = {Yeounoh Chung and Rushabh Desai and Jian He and Yu Xiao and Thibaud Hottelier and Yves-Laurent Kom Samo and Pushkar Khadilkar and Xianshun Chen and Sam Idicula and Fatma Özcan 0001 and Alon Y. Halevy and Yannis Papakonstantinou},
  year = {2026},
  doi = {10.1145/3802002},
  url = {https://doi.org/10.1145/3802002},
  researchr = {https://researchr.org/publication/ChungDHXHSKCIOH26},
  cites = {0},
  citedby = {0},
  journal = {Proc. ACM Manag. Data},
  volume = {4},
  number = {3},
}