DVFS

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

Trident: Identifying, Constraining and Multi-Domain Governing for Resource Management on Mobile Devices

Trident addresses inaccurate rendering-thread identification, resource contention among thread groups, and disconnected CPU, GPU, and …

Qianlong Sang, Yuheng Li, Chuang Hu, Yili Gong, Dazhao Cheng