Wayne Luk
4 papers in the PaperMetrix corpus
Papers by this author
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SLATE: Managing Heterogeneous Cloud Functions
2020
This paper presents SLATE, a fully-managed, heterogeneous Function-as-a-Service (FaaS) system for deploying serverless functions onto heterogeneous cloud infrastructures. We extend the traditional homogeneous FaaS execution model to support heterogeneous functions, automating and abstracting runtime management …
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Customisable Processing of Neural Networks for FPGAs
2023
When implementing neural networks on FPGAs, existing methods for resource optimisation are closely tied to the design and performance of the neural network itself. We wish to independently control the individual Processing Elements (PEs) responsible …
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Special Issue: “AI Acceleration on FPGAs”
2023 · ACM Transactions on Embedded Computing Systems
introduction Share on Special Issue: “AI Acceleration on FPGAs” Authors: Yun (Eric) Liang Peking University, Peking, People's Republic of China Peking University, Peking, People's Republic of China 0000-0002-9076-7998View Profile , Wei Zhang The Hong Kong …
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Application of Computational Modelling to Particle Physics
2025 · Communications in Computational Physics
This study introduces a methodology for forecasting accelerator performance in Particle Physics algorithms. Accelerating applications can require significant engineering effort, prototyping and measuring the speedup that might finally result in disappointing accelerator performance. The proposed …