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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Beau Johnston

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Book Open access Sep 2026

A SYCLic Investigation of SYCL Ecosystems: UniSYCL for Heterogeneous Scaling

Architectural diversity has turned accelerator performance portability into a compiler/runtime problem: portable source code is useful only if the surrounding ecosystem can also coordinate devices, backends, and data movement. This paper evaluates three SYCL ecosystems—Intel oneAPI DPC++, AdaptiveCpp, and UniSYCL—acros...

Nabayan Chaudhury, Norihisa Fujita, Beau Johnston et al. · 0 citations
Book Open access Sep 2026

Scaling the Extended OpenDwarfs: Evaluating Cross-Vendor CUDA Performance Portability with SCALE

CUDA is the dominant GPU programming model in HPC and industrial accelerator software, and a large body of production code is written directly in it. Deploying that code on non-NVIDIA accelerators has traditionally required source translation, backend-specific rewrites, or a full rewrite in a new programming model. Thi...

Beau Johnston, Chris Kitching, Matthew Ireland et al. · 0 citations

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