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  • Graur D, Mraz O, Li M, Pourghannad S, Thekkath C and Klimovic A. Pecan. Proceedings of the 2024 USENIX Conference on Usenix Annual Technical Conference. (649-665).

    /doi/10.5555/3691992.3692032

  • Wang M, Waldspurger G and Sundararaman S. A Selective Preprocessing Offloading Framework for Reducing Data Traffic in DL Training. Proceedings of the 16th ACM Workshop on Hot Topics in Storage and File Systems. (63-70).

    https://doi.org/10.1145/3655038.3665947

  • Lee Y, Kim H and Rhu M. (2024). PreSto: An In-Storage Data Preprocessing System for Training Recommendation Models 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA). 10.1109/ISCA59077.2024.00033. 979-8-3503-2658-1. (340-353).

    https://ieeexplore.ieee.org/document/10609715/

  • Kim H, Lee Y and Rhu M. (2023). FPGA-Accelerated Data Preprocessing for Personalized Recommendation Systems. IEEE Computer Architecture Letters. 23:1. (7-10). Online publication date: 1-Jan-2024.

    https://doi.org/10.1109/LCA.2023.3336841