Update Default memory to prevent customers from running into OOM issues.
General MR
Summary
We have had to increase the memory from the defaults multiple times in the past causing varies issues both in our pipelines as well as dogfood(prod). In order to prevent these issues for our customers as well as ourselves, we'll implement an increased default for memory.
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Linked Issue
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Edited by Jeffrey Victor