the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. For example, you can use Kyuubi, Spark and Apache Iceberg [https://iceberg availability or capacity. To better improve the overall resource utilization of the cluster, At cluster layer, we leverage the capabilities, such as Capacity Scheduler [https://hadoop.apache.org/docs/stable cheduler.html], of resource scheduling management services, such as YARN and K8s. At application layer, we’d be better to acquire and release resources according to the real workloads. The Big Contributors

the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. For example, you can use Kyuubi, Spark and Apache Iceberg [https://iceberg availability or capacity. To better improve the overall resource utilization of the cluster, At cluster layer, we leverage the capabilities, such as Capacity Scheduler [https://hadoop.apache.org/docs/stable cheduler.html], of resource scheduling management services, such as YARN and K8s. At application layer, we’d be better to acquire and release resources according to the real workloads. The Big Contributors

the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. It’s a child’s play to combine some of the components above to build end-to-end multi-tenancy. On the control plane, the Kyuubi server provides a centralized authenti- cation layer to reduce the risk of data and resource breaches. It supports various protocols, such as LDAP and on-prem HDFS cluster. • Lakehouse formation and analytics – Easily build an ACID table storage layer via Hudi, Iceberg, or/and Delta Lake. • Logical data warehouse – Provide a relational abstraction

the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. It’s a child’s play to combine some of the components above to build end-to-end multi-tenancy. On the control plane, the Kyuubi server provides a centralized authenti- cation layer to reduce the risk of data and resource breaches. It supports various protocols, such as LDAP and on-prem HDFS cluster. • Lakehouse formation and analytics – Easily build an ACID table storage layer via Hudi, Iceberg, or/and Delta Lake. • Logical data warehouse – Provide a relational abstraction

the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. It’s a child’s play to combine some of the components above to build end-to-end multi-tenancy. On the control plane, the Kyuubi server provides a centralized authenti- cation layer to reduce the risk of data and resource breaches. It supports various protocols, such as LDAP and on-prem HDFS cluster. • Lakehouse formation and analytics – Easily build an ACID table storage layer via Hudi, Iceberg, or/and Delta Lake. • Logical data warehouse – Provide a relational abstraction

the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. It’s a child’s play to combine some of the components above to build end-to-end multi-tenancy. On the control plane, the Kyuubi server provides a centralized authenti- cation layer to reduce the risk of data and resource breaches. It supports various protocols, such as LDAP and on-prem HDFS cluster. • Lakehouse formation and analytics – Easily build an ACID table storage layer via Hudi, Iceberg, or/and Delta Lake. • Logical data warehouse – Provide a relational abstraction

the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. It’s a child’s play to combine some of the components above to build end-to-end multi-tenancy. On the control plane, the Kyuubi server provides a centralized authenti- cation layer to reduce the risk of data and resource breaches. It supports various protocols, such as LDAP and on-prem HDFS cluster. • Lakehouse formation and analytics – Easily build an ACID table storage layer via Hudi, Iceberg, or/and Delta Lake. • Logical data warehouse – Provide a relational abstraction

the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. It’s a child’s play to combine some of the components above to build end-to-end multi-tenancy. On the control plane, the Kyuubi server provides a centralized authenti- cation layer to reduce the risk of data and resource breaches. It supports various protocols, such as LDAP and on-prem HDFS cluster. • Lakehouse formation and analytics – Easily build an ACID table storage layer via Hudi, Iceberg, or/and Delta Lake. • Logical data warehouse – Provide a relational abstraction

the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. It’s a child’s play to combine some of the components above to build end-to-end multi-tenancy. On the control plane, the Kyuubi server provides a centralized authenti- cation layer to reduce the risk of data and resource breaches. It supports various protocols, such as LDAP and on-prem HDFS cluster. • Lakehouse formation and analytics – Easily build an ACID table storage layer via Hudi, Iceberg, or/and Delta Lake. • Logical data warehouse – Provide a relational abstraction

the complete ecosystem of Kyuubi falls into the hierarchies shown in the above figure, with each layer loosely coupled to the other. It’s a child’s play to combine some of the components above to build end-to-end multi-tenancy. On the control plane, the Kyuubi server provides a centralized authenti- cation layer to reduce the risk of data and resource breaches. It supports various protocols, such as LDAP and on-prem HDFS cluster. • Lakehouse formation and analytics – Easily build an ACID table storage layer via Hudi, Iceberg, or/and Delta Lake. • Logical data warehouse – Provide a relational abstraction