Efficient Tabular Data Preprocessing of ML Pipelines

Y Zhu, W Jiang, G Alonso - arxiv preprint arxiv:2409.14912, 2024 - arxiv.org
Data preprocessing pipelines, which includes data decoding, cleaning, and transforming,
are a crucial component of Machine Learning (ML) training. Thy are computationally …

[PDF][PDF] Confidential Computing with Heterogeneous Devices at Cloud-Scale

A Dhar, S Sridhara, S Shinde, S Capkun, R Andri - shwetashinde.org
Cloud-centric workloads increasingly leverage domain-specific accelerators (DSAs) such as
GPU, NPU, FPGA, etc., to achieve massive speedup over general-purpose CPUs. These …