Search Results for author: Tieying Zhang

Found 2 papers, 1 papers with code

LLMTune: Accelerate Database Knob Tuning with Large Language Models

no code implementations17 Apr 2024 Xinmei Huang, Haoyang Li, Jing Zhang, Xinxin Zhao, Zhiming Yao, Yiyan Li, Zhuohao Yu, Tieying Zhang, Hong Chen, Cuiping Li

Database knob tuning is a critical challenge in the database community, aiming to optimize knob values to enhance database performance for specific workloads.

Language Modelling Large Language Model

ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting

2 code implementations8 Apr 2024 Hengyu Ye, Jiadong Chen, Shijin Gong, Fuxin Jiang, Tieying Zhang, Jianjun Chen, Xiaofeng Gao

To capitalize on both of these strengths, we propose ATFNet, an innovative framework that combines a time domain module and a frequency domain module to concurrently capture local and global dependencies in time series data.

Time Series Time Series Forecasting

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