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Data Lake Reference Architecture

and Tech Stack

Leverage Zaloni’s Reference Architecture to Ensure Data Lake Success

Zaloni’s data lake reference architecture provides a functional view of how a data lake can be optimally structured and organized to balance flexibility and agility with governance and quality.

data-lake-architecture

Our reference architecture is organized into four zones, plus a sandbox. Throughout the zones, data must be tracked, validated, cataloged, assigned metadata, refined, and more. The reference architecture helps us understand what stage the data is in, and what measures have been applied to it thus far.

On-premises storage, cloud storage, multi-cloud and hybrid models are all included with just a few tweaks to the reference architecture to reflect cloud storage platforms and the applications with which they are more compatible.

Future-Proofing Your Data Stack

Determining what technologies to employ when building your data lake stack is a complex undertaking. You must consider storage, processing, data management, etc.

Our fully integrated platform minimizes the pain of modernizing your data architecture and helps you streamline your complex and fragmented data stack. ZDP:

  • Leverages any store, any distribution, any deployment, cloud or on-premises
  • Integrates easily into your existing data architecture
  • Simplifies use, management and integration of ever-changing big data technologies and tools
stack-zaloni-data-platform

The Zaloni Data Platform will help you leverage more data in your environment, operationalize and automate data management, and enable governed access to data across the enterprise to accelerate business insights.

One Platform to Modernize Big Data

Use the Zaloni Data Platform (ZDP) to leverage more data in your environment, operationalize and automate data management, and enable governed access to data across the enterprise to accelerate business insights.

The platform also provides workflow and orchestration to automate operational data pipelines for creating master records.

Zaloni data lake management platform capabilities

Zaloni Data Platform

A complete solution for data ingestion, metadata, data quality, governance, scalability and collaboration across IT and the business.

Data Master Extension

Extend the Zaloni platform to leverage the power of machine learning for creating “golden” master records from multiple data sources.

Discover the Value of an Operationalized Data Lake

Building a Governed Data Lake in the Cloud
The Data Lake Reference Architecture
Future-Proof your Data Lake with the Proper Architecture

Let’s talk about how the Zaloni platform can operationalize your data lake.