AUTO: Sync ScalarDB docs in English to docs site repo (#841)

Co-authored-by: josh-wong <[email protected]>

Author: github-actions[bot]

versioned_docs/version-3.12/glossary.mdx

@@ -27,7 +27,7 @@ Data federation is the process of integrating data from different sources withou
 
 ## data mesh
 
-A data mesh is a decentralized data architecture that enables domain teams to independently perform cross-domain analysis, addressing scalability and ownership challenges.
+A data mesh is a decentralized data architecture that enables each business domain within a company to autonomously manage data and use it efficiently.
 
 ## data virtualization
 
@@ -61,9 +61,9 @@ Java Database Connectivity (JDBC) is an API that allows Java applications to int
 
 Linearizability is a strong consistency model in distributed systems where operations appear to occur atomically in some order, and each operation takes effect between its start and end.
 
-## NoSQL databases
+## NoSQL database
 
-NoSQL databases are non-relational databases designed for specific data models, such as document, key-value, wide-column, or graph stores, often used for handling large-scale, distributed data.
+A NoSQL database is a non-relational databases designed for specific data models, such as document, key-value, wide-column, or graph stores, often used for handling large-scale, distributed data.
 
 ## Paxos
 
@@ -81,9 +81,9 @@ Polystores are database architectures that allow users to interact with multiple
 
 Read-committed isolation is an isolation level where each transaction sees only committed data, preventing dirty reads but allowing non-repeatable reads.
 
-## relational databases
+## relational database
 
-Relational databases store data in tables with rows and columns, using a structured query language (SQL) to define, query, and manipulate the data.
+A relational database stores data in tables with rows and columns, using a structured query language (SQL) to define, query, and manipulate the data.
 
 ## replication
 

versioned_docs/version-3.12/scalardb-benchmarks/README.mdx

@@ -96,9 +96,9 @@ After applying the schema and configuring the properties file, select a benchmar
 
 ### Prepare a benchmarking configuration file
 
-To run a benchmark, you must first prepare a benchmarking configuration file. The configuration file requires at least the locations of the workload modules to run and the database configuration. 
+To run a benchmark, you must first prepare a benchmarking configuration file. The configuration file requires at least the locations of the workload modules to run and the database configuration.
 
-The following is an example configuration for running the TPC-C benchmark. The ScalarDB properties file specified for `config_file` should be the properties file for the [benchmarking environment that you previously set up](#set-up-your-environment).
+The following is an example configuration for running the TPC-C benchmark. The ScalarDB properties file specified for `config_file` should be the properties file that you created as one of the steps in [Load the schema](#load-the-schema).
 
 :::note