Ozone and how it scales • Why NVME is important for Ozone for scaling • Benefits of using NVME • Impala performance results from NVME clusters • Write path improvements results from NVME clusters • Summary measure network saturation when using S3 • Impala TPCDS benchmark • Ratis streaming performance tests How much does disk read cost with NVME? Impala TPCDS Why Impala and Ozone? • Data Warehouse is the most most common use case. ($$$) • Impala historically optimized on HDFS -> what will it do on Ozone Software under test CDP Private Cloud Base 7.1.8 + • IMPALA-11457 Fix regression with unknown disk

following configuration and tune it to fit your environment. [desktop] app_blacklist=zookeeper,hbase,impala,search,sqoop,security use_new_editor=true [[interpreters]] [[[sparksql]]] name=Spark SQL interface=hiveserver2 datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes

following configuration and tune it to fit your environment. [desktop] app_blacklist=zookeeper,hbase,impala,search,sqoop,security use_new_editor=true [[interpreters]] [[[sparksql]]] name=Spark SQL interface=hiveserver2 datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes

following configuration and tune it to fit your environment. [desktop] app_blacklist=zookeeper,hbase,impala,search,sqoop,security use_new_editor=true [[interpreters]] [[[sparksql]]] name=Spark SQL interface=hiveserver2 datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes

following configuration and tune it to fit your environment. [desktop] app_blacklist=zookeeper,hbase,impala,search,sqoop,security use_new_editor=true [[interpreters]] [[[sparksql]]] name=Spark SQL interface=hiveserver2 datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes

following configuration and tune it to fit your environment. [desktop] app_blacklist=zookeeper,hbase,impala,search,sqoop,security use_new_editor=true [[interpreters]] [[[sparksql]]] name=Spark SQL interface=hiveserver2 datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes

following configuration and tune it to fit your environment. [desktop] app_blacklist=zookeeper,hbase,impala,search,sqoop,security use_new_editor=true [[interpreters]] [[[sparksql]]] name=Spark SQL interface=hiveserver2 datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes

following configuration and tune it to fit your environment. [desktop] app_blacklist=zookeeper,hbase,impala,search,sqoop,security use_new_editor=true [[interpreters]] [[[sparksql]]] name=Spark SQL interface=hiveserver2 datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes

following configuration and tune it to fit your environment. [desktop] app_blacklist=zookeeper,hbase,impala,search,sqoop,security use_new_editor=true [[interpreters]] [[[sparksql]]] name=Spark SQL interface=hiveserver2 datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes

following configuration and tune it to fit your environment. [desktop] app_blacklist=zookeeper,hbase,impala,search,sqoop,security use_new_editor=true [[interpreters]] [[[sparksql]]] name=Spark SQL interface=hiveserver2 datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes datasets. Iceberg adds tables to compute engines including Spark, Trino, PrestoDB, Flink, Hive and Impala using a high-performance table format that works just like a SQL table. Tip: This article assumes