# \#aws

**URL:** https://matillioncommunity.discourse.group/tag/aws/8.md

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## [Need Some Clarification!](https://matillioncommunity.discourse.group/t/need-some-clarification/3293)

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**Author:** [@HariRamK](https://matillioncommunity.discourse.group/u/HariRamK)\
**Replies:** 7\
**Last updated:** [July 9, 2025, 9:04am UTC](https://matillioncommunity.discourse.group/t/need-some-clarification/3293 "2025-07-09T09:04:52Z")

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I have a Main Job with One Orchestration and five transformation, which run parallely, while running I want all job to start parallely but every time one or two transformation jobs / orchestration job is not starting ini…

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## [Slowness in ETL jobs with AWS Redshift after upgrade METL from 1.72 to 1.78](https://matillioncommunity.discourse.group/t/slowness-in-etl-jobs-with-aws-redshift-after-upgrade-metl-from-1-72-to-1-78/3261)

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**Author:** [@helen.zhang](https://matillioncommunity.discourse.group/u/helen.zhang)\
**Replies:** 6\
**Last updated:** [June 26, 2025, 4:48pm UTC](https://matillioncommunity.discourse.group/t/slowness-in-etl-jobs-with-aws-redshift-after-upgrade-metl-from-1-72-to-1-78/3261 "2025-06-26T16:48:45Z")

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Hello, I’m experiencing noticeable slowness when running jobs after upgrading from version 1.72 to 1.78. While I understand that performance issues could be related to the database side, I’ve observed that the same jobs…

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## [Is there a component like tmap in Talend with which I can process columns data. I would like for example to capitalize the first letter of the first column or to format the phone numbers or more complex processing?](https://matillioncommunity.discourse.group/t/is-there-a-component-like-tmap-in-talend-with-which-i-can-process-columns-data-i-would-like-for-example-to-capitalize-the-first-letter-of-the-first-column-or-to-format-the-phone-numbers-or-more-complex-processing/2499)

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**Author:** [@barbaracryer58](https://matillioncommunity.discourse.group/u/barbaracryer58)\
**Replies:** 7\
**Last updated:** [December 9, 2024, 11:26am UTC](https://matillioncommunity.discourse.group/t/is-there-a-component-like-tmap-in-talend-with-which-i-can-process-columns-data-i-would-like-for-example-to-capitalize-the-first-letter-of-the-first-column-or-to-format-the-phone-numbers-or-more-complex-processing/2499 "2024-12-09T11:26:45Z")

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Is there a component like tmap in Talend with which I can process columns data. I would like for example to capitalize the first letter of the first column or to format the phone numbers or more complex processing ?