Platform features
Data management and analytics functions |
Projects & components |
CDP Private Cloud Base Edition |
Enterprise Data Hub |
HDP Enterprise Plus |
|
| Distributed batch processing of large data sets | Apache Hadoop | ||||
| Database for structured data storage of large tables | Apache HBase +conn, +indx | ||||
| Data warehouse summarization & ad hoc querying | Apache Hive | ||||
| Metadata store for Hive tables | Hive Metastore (HMS) | ||||
| Workflow scheduler to manage Hadoop jobs | Apache Oozie | ||||
| Columnar storage format for Hadoop ecosystem | Apache Parquet | ||||
| Fast compute engine for ETL, ML, stream processing | Apache Spark | ||||
| Bulk data between Hadoop and structured datastores | Apache Sqoop | ||||
| Job scheduling and cluster resource management | YARN | ||||
| Coordination service for distributed applications | Apache Zookeeper | ||||
| Store and manage large data sets across a cluster | Apache Accumulo | ||||
| Metadata management, governance & data catalog | Apache Atlas | ||||
| OLTP and real-time SQL access of large datasets | Apache Phoenix | ||||
| Manage data security across the Hadoop ecosystem | Apache Ranger | ||||
| Smallest, fastest columnar storage for Hadoop | Apache ORC | ||||
| Data-flow framework for batch, interactive use-cases | Apache Tez | ||||
| Fast analytical queries on event-driven data | Apache Druid | ||||
| Perimeter security governing access to Hadoop | Apache Knox | ||||
| Easy interaction with Spark clusters via REST interface | Apache Livy | ||||
| Cryptographic key | Ranger KMS | ||||
| Notebook for interactive analytics | Apache Zeppelin | ||||
| Data serialization system | Apache Avro | ||||
| Manage and control Hadoop ecosystem functions | Cloudera Manager | ||||
| SQL workbench for data warehouses | Hue | ||||
| Distributed MPP SQL query engine for Hadoop | Apache Impala | ||||
| Cryptographic key management | Key Trustee Server | ||||
| Column-oriented data store for fast data analytics | Apache Kudu | ||||
| Enterprise search platform | Apache Solr | ||||
| Key Trustee Server hardware security integration | Key HSM | ||||
| Transparently encrypts and secures data at rest | Navigator Encrypt | ||||
| Real-time streaming data pipelines and apps | Apache Kafka | ||||
| Distributed object store for Hadoop | Apache Ozone | ||||
| Streams Messaging for data ingestion and buffering | Apache Kafka | ||||
| Monitoring and management of Kafka clusters | Streams Messaging Manager | ||||
| Replication of cross-cluster Kafka data | Streams Replication Manager | ||||
| Integrate with data sources from Kafka | Kafka Connect | ||||
| Governance and management of metadata and schemas | Schema Registry | ||||
| Auto-balancing of Kafka clusters | Cruise Control | ||||
| Light-weight stream processing engine for Kafka | Kafka Streams |