Search Results for author: HuiYang Jian

Found 2 papers, 1 papers with code

Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting

no code implementations29 Jul 2024 Shiyu Wang, Zhixuan Chu, Yinbo Sun, Yu Liu, Yuliang Guo, Yang Chen, HuiYang Jian, Lintao Ma, Xingyu Lu, Jun Zhou

Despite recent advances with transformer-based forecasting models, challenges remain due to the non-stationary, nonlinear characteristics of workload time series and the long-term dependencies.

Cloud Computing Management +3

Apache Submarine: A Unified Machine Learning Platform Made Simple

1 code implementation22 Aug 2021 Kai-Hsun Chen, Huan-Ping Su, Wei-Chiu Chuang, Hung-Chang Hsiao, Wangda Tan, Zhankun Tang, Xun Liu, Yanbo Liang, Wen-Chih Lo, Wanqiang Ji, Byron Hsu, Keqiu Hu, HuiYang Jian, Quan Zhou, Chien-Min Wang

As machine learning is applied more widely, it is necessary to have a machine learning platform for both infrastructure administrators and users including expert data scientists and citizen data scientists to improve their productivity.

BIG-bench Machine Learning

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