Scheduling

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
Unleash All Cores: Asymmetry-aware Scalable DNN Inference on Mobile CPUs
Asymmetric multiprocessing CPUs are central to mobile devices, but naive DNN scheduling across heterogeneous cores can degrade …
Qianlong Sang, Puyi He, Huanghuang Liang, Yili Gong, Chuang Hu, Xiaobo Zhou, Dazhao Cheng
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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
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QoS-Aware Power Management via Scheduling and Governing Co-Optimization on Mobile Devices
Scheduling and governing are two key technologies to trade off the Quality of Service (QoS) against the power consumption on mobile …
Qianlong Sang, Jinqi Yan, Rui Xie, Chuang Hu, Kun Suo, Dazhao Cheng
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QoS-Aware Power Management via Scheduling and Governing Co-Optimization on Mobile Devices
Incendio: Priority-Based Scheduling for Alleviating Cold Start in Serverless Computing
Incendio reduces end-to-end serverless response latency through a function-priority model, Prophet-LightGBM-based container prewarming …
Xinquan Cai, Qianlong Sang, Chuang Hu, Yili Gong, Kun Suo, Xiaobo Zhou, Dazhao Cheng