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ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases
Modern database management systems (DBMS) contain tens to hundreds of critical performance tuning knobs that determine the system …
Xinyi Zhang, Hong Wu, Zhuo Chang, Shuowei Jin, Jian Tan, Feifei Li, Tieying Zhang, Bin Cui
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A Variegated Look at 5G in the Wild: Performance, Power, and QoE Implications
Motivated by rapidly expanding deployment of 5G services, we carry out an in-depth study to understand how 5G impacts application …
Arvind Narayanan, Xumiao Zhang, Ruiyang Zhu, Ahmad Hassan, Shuowei Jin, Xiao Zhu, Denis Rybkin, Dustin Zhang, Michael Yang, Z. Morley Mao, Feng Qian, Zhi-Li Zhang
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Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference
Inferring social relations from user trajectory data is of great value in real-world applications such as friend recommendation and …
Yongji Wu, Defu Lian, Shuowei Jin, Enhong Chen
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Vivisecting mobility management in 5G cellular networks
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Shuowei Jin, Robert Ford
Jul 1, 2013
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Vivisecting mobility management in 5G cellular networks