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8 Ways to Optimize AWS Glue Jobs in a Nutshell

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  Improving the performance of AWS Glue jobs involves several strategies that target different aspects of the ETL (Extract, Transform, Load) process. Here are some key practices. 1. Optimize Job Scripts Partitioning : Ensure your data is properly partitioned. Partitioning divides your data into manageable chunks, allowing parallel processing and reducing the amount of data scanned. Filtering : Apply pushdown predicates to filter data early in the ETL process, reducing the amount of data processed downstream. Compression : Use compressed file formats (e.g., Parquet, ORC) for your data sources and sinks. These formats not only reduce storage costs but also improve I/O performance. Optimize Transformations : Minimize the number of transformations and actions in your script. Combine transformations where possible and use DataFrame APIs which are optimized for performance. 2. Use Appropriate Data Formats Parquet and ORC : These columnar formats are efficient for storage and querying, signif
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India | USA Jobs - srinimf.jobthread.com

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SrinimfJobs is a global leader in connecting people to jobs, wherever they are. For more than 6 years, SrinimfJobs has helped people improve their lives with better jobs, and employers find the best talent. 
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Today, the company offers services in more than 40 countries, providing some of the broadest, most sophisticated job seeking, career management, recruitment and talent management capabilities. SrinimfJobs continues its pioneering work of transforming the recruiting industry with advanced technology using intelligent digital, social and mobile solutions, including our flagship website srinimf.com and a vast array of products and services.

SrinimfJobs pioneered the business of digital recruiting in 2014, and today we are the only online recruitment provider able to serve our customers on a truly global basis. In addition to our broad portfolio of global Web sites, Srinimfjobs offers valuable online advertising space on category leading properties. 

 As we continue to seek strategic ways to expand our offerings to employers and seekers, we have taken steps to ensure that we have the processes, technology and infrastructure to deliver the highest level of service and support to our customers. We have deepened our focus on leveraging our multiple distribution channels to further extend our reach into local markets in the United States and beyond.  

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