1. a16z. Emerging Architectures for Modern Data Infrastructure. https://a16z.com/2020/10/15/emerging-architectures-for-modern-data-infrastructure/. a16z. Emerging Architectures for Modern Data Infrastructure. https://a16z.com/2020/10/15/emerging-architectures-for-modern-data-infrastructure/.
2. Abadi , M. , Barham , P. , Chen , J. , Chen , Z. , Davis , A. , Dean , J. , Devin , M. , Ghemawat , S. , Irving , G. , Isard , M. , Kudlur , M. , Levenberg , J. , Monga , R. , Moore , S. , Murray , D. G. , Steiner , B. , Tucker , P. , Vasudevan , V. , Warden , P. , Wicke , M. , Yu , Y. , and Zheng , X . TensorFlow: A System for Large-Scale Machine Learning . In Proceedings of the 12th USENIX Conference on Operating Systems Design and Implementation ( 2016 ). Abadi, M., Barham, P., Chen, J., Chen, Z., Davis, A., Dean, J., Devin, M., Ghemawat, S., Irving, G., Isard, M., Kudlur, M., Levenberg, J., Monga, R., Moore, S., Murray, D. G., Steiner, B., Tucker, P., Vasudevan, V., Warden, P., Wicke, M., Yu, Y., and Zheng, X. TensorFlow: A System for Large-Scale Machine Learning. In Proceedings of the 12th USENIX Conference on Operating Systems Design and Implementation (2016).
3. Apache Arrow. https://arrow.apache.org/. Apache Arrow. https://arrow.apache.org/.
4. Armbrust , M. , Ghodsi , A. , Xin , R. , and Zaharia , M . Lakehouse: a new generation of open platforms that unify data warehousing and advanced analytics . In Proceedings of CIDR ( 2021 ). Armbrust, M., Ghodsi, A., Xin, R., and Zaharia, M. Lakehouse: a new generation of open platforms that unify data warehousing and advanced analytics. In Proceedings of CIDR (2021).
5. Spark SQL