https://community.databricks.com/t5/data-engineering/when-to-use-high-concurrency-clusters-what-are-the-benefits/m-p/26520#M18553 <P>The key benefits of High Concurrency clusters are that they provide fine-grained sharing for maximum resource utilization and minimum query latencies.</P><P></P><P>Note that a Standard cluster is recommended for a single user. Standard clusters can run workloads developed in any language: Python, SQL, R, and Scala. High Concurrency clusters can run workloads developed in SQL, Python, and R. The performance and security of High Concurrency clusters is provided by running user code in separate processes, which is not possible in Scala. HC clusters should be used when running SQL, Python, and R and compute sharing between users is required. </P><P></P><P>Read more here: <A href="https://docs.databricks.com/clusters/configure.html#cluster-mode" target="test_blank">https://docs.databricks.com/clusters/configure.html#cluster-mode</A> </P> Mon, 21 Jun 2021 19:44:00 GMT Ryan_Chynoweth 2021-06-21T19:44:00Z https://community.databricks.com/t5/data-engineering/when-to-use-high-concurrency-clusters-what-are-the-benefits/m-p/26519#M18552 Thu, 03 Jun 2021 00:30:18 GMT https://community.databricks.com/t5/data-engineering/when-to-use-high-concurrency-clusters-what-are-the-benefits/m-p/26519#M18552 Anonymous 2021-06-03T00:30:18Z https://community.databricks.com/t5/data-engineering/when-to-use-high-concurrency-clusters-what-are-the-benefits/m-p/26520#M18553 <P>The key benefits of High Concurrency clusters are that they provide fine-grained sharing for maximum resource utilization and minimum query latencies.</P><P></P><P>Note that a Standard cluster is recommended for a single user. Standard clusters can run workloads developed in any language: Python, SQL, R, and Scala. High Concurrency clusters can run workloads developed in SQL, Python, and R. The performance and security of High Concurrency clusters is provided by running user code in separate processes, which is not possible in Scala. HC clusters should be used when running SQL, Python, and R and compute sharing between users is required. </P><P></P><P>Read more here: <A href="https://docs.databricks.com/clusters/configure.html#cluster-mode" target="test_blank">https://docs.databricks.com/clusters/configure.html#cluster-mode</A> </P> Mon, 21 Jun 2021 19:44:00 GMT https://community.databricks.com/t5/data-engineering/when-to-use-high-concurrency-clusters-what-are-the-benefits/m-p/26520#M18553 Ryan_Chynoweth 2021-06-21T19:44:00Z