Machine Learning System

OASIS: Collaborative Neural-Enhanced Mobile Video Streaming
Neural-enhanced video streaming (e.g. super-resolution) is an ongoing revolution which can provide extremely high-quality video …
Shuowei Jin, Ruiyang Zhu, Ahmad Hassan, Xiao Zhu, Xumiao Zhang, Z. Morley Mao, Feng Qian, Zhi-Li Zhang
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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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