From Research to Production: Towards Scalable and Sustainable Neural Recommendation Models on Commodity CPU Hardware

Anshumali Shrivastava, Vihan Lakshman, Tharun Medini, Nicholas Meisburger, Joshua Engels, David Torres Ramos, Benito Geordie, Pratik Pranav, Shubh Gupta, Yashwanth Adunukota, Siddharth Jain. From Research to Production: Towards Scalable and Sustainable Neural Recommendation Models on Commodity CPU Hardware. In Jie Zhang 0002, Li Chen 0009, Shlomo Berkovsky, Min Zhang 0006, Tommaso Di Noia, Justin Basilico, Luiz Pizzato, Yang Song, editors, Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023. pages 1071-1074, ACM, 2023. [doi]

@inproceedings{ShrivastavaLMME23,
  title = {From Research to Production: Towards Scalable and Sustainable Neural Recommendation Models on Commodity CPU Hardware},
  author = {Anshumali Shrivastava and Vihan Lakshman and Tharun Medini and Nicholas Meisburger and Joshua Engels and David Torres Ramos and Benito Geordie and Pratik Pranav and Shubh Gupta and Yashwanth Adunukota and Siddharth Jain},
  year = {2023},
  doi = {10.1145/3604915.3610249},
  url = {https://doi.org/10.1145/3604915.3610249},
  researchr = {https://researchr.org/publication/ShrivastavaLMME23},
  cites = {0},
  citedby = {0},
  pages = {1071-1074},
  booktitle = {Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023},
  editor = {Jie Zhang 0002 and Li Chen 0009 and Shlomo Berkovsky and Min Zhang 0006 and Tommaso Di Noia and Justin Basilico and Luiz Pizzato and Yang Song},
  publisher = {ACM},
}