PD-Swap: Efficient LLM Inference on Edge FPGAs via Dynamic Partial Reconfiguration

Research#LLM🔬 Research|Analyzed: Jan 10, 2026 11:44
Published: Dec 12, 2025 13:35
1 min read
ArXiv

Analysis

This research paper introduces PD-Swap, a novel approach for optimizing Large Language Model (LLM) inference on edge FPGAs. The technique focuses on dynamic partial reconfiguration to improve efficiency.
Reference / Citation
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"PD-Swap utilizes Dynamic Partial Reconfiguration"
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ArXivDec 12, 2025 13:35
* Cited for critical analysis under Article 32.