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Gordon Murray
gordonmurray
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Staff AWS Engineer building scalable cloud platforms. Terraform, AWS cost optimization, search systems, pragmatic data engineering. Open source and SaaS
Same dataset (BEIR SciFact), same model (lightonai/LateOn), same
namespace, same IVF_PQ index. The only thing being varied is the
query-time nprobes value.
In this example we will use Skeema to create and alter some tables in a MariaDB database.
Skeema is a very useful tool that works with mySQL or Mariadb databases to help you to compare your development database files to a production database. Skeema will generate any alter statements that are required and apply those changes to your production database.
If you have very large tables in your production database, performing alters to the tables can take a lot of time to complete fully and may cause problems for your users if there are users actively using your software while you change the database.
Set random maintenance windows on all RDS instances within limits
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Simple script to list all RDS instances and then disable Automatic Minor Version Upgrades
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List your aws elasticache parameter groups and show their existing parameters
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