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White Paper—Data Management with Cloudera Data Platform on Dell Infrastructure
Revision history Introduction Business challenges Data platform overview Apache Hadoop overview Cloudera Data Platform
Overview
CDP Private Cloud
CDP Private Cloud Base
CDP Private Cloud Base components
New features
Journey to CDP Private Cloud Base Solution architecture Conclusion

CDP Private Cloud

CDP Private Cloud

  • The complete CDP Private Cloud offering is the next step in the CDP journey. CDP Private Cloud Base is a mandatory component of, and is the base for, CDP Private Cloud. It is the storage and data lake cluster, and contains the SDX layer. It is therefore important to have some understanding of the full CDP Private Cloud as you plan your new deployment or upgrade to CDP Private Cloud Base.

    CDP Private Cloud overview

    The complete CDP Private Cloud offering delivers a cloud-like experience in customer data center environments. CDP Private Cloud is a new approach to data management and analytics that delivers powerful self-service analytics across hybrid and multicloud environments. CDP Private Cloud Data Services leverages disaggregated compute and storage models to provide:

    • Simpler multitenancy and isolation
    • Better infrastructure utilization
    • Containerization
    • Cloud native architecture

    As shown in CDP Private Cloud high-level architecture, CDP Private Cloud builds on the storage and services that are established in CDP Private Cloud Base and delivers what are known as Data Services, as containerized workloads. These workloads will, in time, include:

    • Data Flow and Streaming
    • Data Engineering
    • Data Warehouse
    • Operational Database
    • Machine Learning
    Note: Data Engineering, Data Warehouse, and Machine Learning are the first three workloads that are delivered in this release.

    The Cloudera Shared Data Experience supports CDP Private Cloud and CDP Private Cloud Base with all the capabilities of security, metadata, and governance.

    Spanning across the platform is a management console that delivers a unified control plane which operates across multiple deployments.

    Figure 2. CDP Private Cloud high-level architecture
    The CDP Private Cloud high-level architecture shows, from the bottom up, Cloudera Runtime supporting the various Experiences run by Cloudera SDX. These layers are run on a private, hybrid, or public cloud, all controlled by the Control Plane. The Control Plane consists of Data Catalog, Replication Manager, Workload Manager, and the Management Console.

    CDP Private Cloud architecture

    Two clusters are deployed with CDP Private Cloud:

    • The CDP Private Cloud Base cluster, which runs on Red Hat Enterprise Linux Server
    • The CDP Private Cloud Data Services cluster, which runs on a container platform

    These two clusters are separate, and are independent tracks from an architecture and deployment planning perspective. CDP Private Cloud Base and CDP Private Cloud Data Services clusters illustrates these primary components in a complete deployment of CDP Private Cloud.

    Figure 3. CDP Private Cloud Base and CDP Private Cloud Data Services clusters
    The CDP Private Cloud Base and CDP Private Cloud Experiences clusters are linked by a scalable, high-bandwidth interconnect.

    An instance of CDP Private Cloud Base remains the base data lake cluster when you upgrade to CDP Private Cloud. When planning your CDP Private Cloud Base installation and potential hardware refresh, you should review: