利用 GenAI 生成合成数据改进大数据中的 Spark 测试和性能.pdf

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1、Forward-looking StatementThis presentation has been prepared for informational purposes only.The information set forth herein does not purport to be complete or contain all relevant information.Statements contained herein are made as of the date of this presentation unless stated otherwise.This pres

2、entation and the accompanying oral commentary may contain forward-looking statements.In some cases,forward-looking statements can be identified by terms such as“may”,“will”,“should”,“expects”,“plans”,“anticipates”,“could”,“intends”,“projects”,“believes”,“estimates”,“predicts”,or“continue”,or the neg

3、ative of these words or other similar terms or expressions that concern Databricks expectations,strategy,plans,or intentions.Forward-looking statements are based on information available at the time those statements are made and are inherently subject to risks and uncertainties that could cause actu

4、al results to differ materially from those expressed in or suggested by the forward-looking statements.Forward-looking statements should not be read as a guarantee of future performance or outcomes.Except as required by law,Databricks does not undertake any obligation to publicly update or revise an

5、y forward-looking statement,whether as a result of new information,future developments or otherwise.3Leveraging GenAI for Synthetic Data GenerationImproving Spark Testing&Performance in Big DataSatej Kumar Sahu-Zalando SE12/06/2025DisclaimerThe views,opinions,and ideas expressed in this presentation

6、 are solely my own and do not reflect the views,positions,or policies of my employer or any organization with which I am affiliated.This content is presented in a personal capacity and should not be interpreted as representing the stance or perspective of my current or past employers.5Primary Goal6P