YARN [https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications References 1. Auxiliary SQL extension for Spark SQL 2. Auxiliary SQL Functions for Spark SQL Tools 1. Kubernetes Tools Spark Block Cleaner Kyuubi Insider Overview Architecture Kyuubi v.s. HiveServer2 Kyuubi

YARN [https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications References 1. Auxiliary SQL extension for Spark SQL 2. Auxiliary SQL Functions for Spark SQL Tools 1. Kubernetes Tools Spark Block Cleaner Kyuubi Insider Overview Architecture Kyuubi v.s. HiveServer2 Kyuubi

[https://hadoop.apache.org/docs/current/hadoop- yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications Usage Guide Quick Start 1. Getting Started with Apache Kyuubi 2. Getting Started With Kyuubi on kubernetes 3. Getting Started With Kyuubi and DBeaver 4. Getting Started With Hive Beeline 5. Getting Started

[https://hadoop.apache.org/docs/current/hadoop- yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications Usage Guide Quick Start 1. Getting Started with Apache Kyuubi 2. Getting Started With Kyuubi on kubernetes 3. Getting Started With Kyuubi and DBeaver 4. Getting Started With Hive Beeline 5. Getting Started

[https://hadoop.apache.org/docs/current/hadoop- yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications Usage Guide Quick Start 1. Getting Started with Apache Kyuubi 2. Getting Started With Kyuubi on kubernetes 3. Getting Started With Kyuubi and DBeaver 4. Getting Started With Hive Beeline 5. Getting Started

YARN [https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications Usage Guide Quick Start 1. Getting Started with Apache Kyuubi 2. Getting Started With Kyuubi on kubernetes 3. Getting Started With Kyuubi and DBeaver 4. Getting Started With Hive Beeline 5. Getting Started

YARN [https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html], Kubernetes (K8s) [https://kubernetes.io/] to create the Spark application; 2) a user account can only access data and metadata Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Standalone, and local. The SPA policy also make it possible for you to launch different applications Usage Guide Quick Start 1. Getting Started with Apache Kyuubi 2. Getting Started With Kyuubi on kubernetes 3. Getting Started With Kyuubi and DBeaver 4. Getting Started With Hive Beeline 5. Getting Started

managed ACLs, e.g. Queue Access Control Lists, from cluster managers, e.g. Apache Hadoop YARN, Kubernetes (K8s) to create the Spark application; 2) a user account can only access data and metadata from Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Stan- dalone, and local. The SPA policy also make it possible for you to launch different applications example, you can run Spark SQL engines created by the Kyuubi on any cluster manager, including YARN, Kubernetes, Mesos, e.t.c... Or, you can manipulate data from different data sources with the Spark Datasource

managed ACLs, e.g. Queue Access Control Lists, from cluster managers, e.g. Apache Hadoop YARN, Kubernetes (K8s) to create the Spark application; 2) a user account can only access data and metadata from Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Stan- dalone, and local. The SPA policy also make it possible for you to launch different applications example, you can run Spark SQL engines created by the Kyuubi on any cluster manager, including YARN, Kubernetes, Mesos, e.t.c... Or, you can manipulate data from different data sources with the Spark Datasource

managed ACLs, e.g. Queue Access Control Lists, from cluster managers, e.g. Apache Hadoop YARN, Kubernetes (K8s) to create the Spark application; 2) a user account can only access data and metadata from Kyuubi can submit Spark applications to all supported cluster managers, including YARN, Mesos, Kubernetes, Stan- dalone, and local. The SPA policy also make it possible for you to launch different applications you can run Spark/Flink SQL engines created by the Kyuubi on any cluster manager, including YARN, Kubernetes, Mesos, e.t.c... Or, you can manipulate data from different data sources with the Spark Datasource/Flink