Analysis on the Prewarning Distance of Expressway Traffic Based on Lane-Selection Cell Transmission Model by Yunteng Chen, Liang Zhao, Yong Zhang, Jiexin Zhou, Liang Yao, Hongwei Lou

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Hierarchical diagnostic approach for performance problems in cloud computing platforms by MI Hai-bo1, WANG Huai-min1, CAI Hua2, YIN Gang1, ZHOU Qi2, SUN Ting-tao2, ZHOU Yang-fan3

“…A hierarchical diagnosis approach,namely Magnifier,was proposed,which models the execution path graph of a user request as component layer,module layer and function layer,and detects anomalies from higher layer to lower layer separately.Extensive experiments were conducted on the Alibaba cloud computing platform.The results indicate that,under the conditions of large volume of data and high complexity of execution paths,Magnifier can accurately and efficiently locate the prime causes of performance degradation.…”
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MSH-YOLOv8: Mushroom Small Object Detection Method with Scale Reconstruction and Fusion by YE Dapeng, JING Jun, ZHANG Zhide, LI Huihuang, WU Haoyu, XIE Limin

“…Further application of this methodology on the Alibaba Cloud Tianchi databases "Tomato Detection" and "Apple Detection" yielded MSH-YOLOv8-t and MSH-YOLOv8-a models (collectively referred to as MSH-YOLOv8). …”
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