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Chiplever: Towards Effortless Extension of Chiplet-based System for FHE

Yibo Du, Ying Wang, Bing Li, Fuping Li, Shengwen Liang, Huawei Li, Xiaowei Li, Yinhe Han

2024Year
6Citations

Abstract

Fully Homomorphic Encryption (FHE) is one of the most promising privacy-preserving techniques that has drawn increasing attention from academia and industry due to its ideal security. Chiplet-based designs integrate multiple dies into the package delivering high performance and thereby are embraced by the resources-hungry FHE. Despite the chiplet-based system with various specialized accelerators, it falls short in supporting FHE with the novel polynomial operations. For a chiplet-based system that is not tailored for FHE, one common approach to support FHE is designing a new dedicated accelerator, However, this full design-and-build approach overlooks the existing abundant resources of accelerators in the system and incurs repeated customization and resource waste.

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