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Loom: Criticality Inference via Efficient Causal Dependency Graph Mining
Loom identifies dynamically changing rendering-critical threads and execution slices with lightweight dependency tracing and streaming …
Qianlong Sang, Yuheng Li, Junsheng He, Chuang Hu, Yili Gong, Xiaobo Zhou, Dazhao Cheng
Nabla: Adaptive Multi-Domain DVFS for Energy-Efficient LLM Inference on Edge SoCs
Nabla is a residual multi-domain DVFS framework for energy-efficient edge LLM inference. It uses an interference-free execution …
Yaotian Hu, Chuang Hu, Zheng Gong, Qianlong Sang, Zheng Zhang, Xiaobo Zhou, Dazhao Cheng