Gartner Research

Applying Effective Data Governance to Secure Your Data Lake

Published: 17 April 2018

ID: G00346975

Analyst(s): Sanjeev Mohan

Summary

Ungoverned data lakes are limiting organizations' ability to garner full value from their investments in big data initiatives. Technical professionals should enhance their big data architectures with automated data governance technologies to support advanced analytics.

Table Of Contents

Analysis

  • End-to-End Reference Architecture for Big Data
    • Acquire
    • Organize
    • Analyze
  • Data Governance Across the Data Lake Reference Architecture
  • Strengths
  • Weaknesses

Guidance

The Details

  • Apache Atlas, Apache Ranger and Hortonworks DataPlane Service
  • Apache Sentry, Cloudera Navigator and Cloudera Shared Data Experience
  • AWS Data Governance Cloud Solutions
  • Cask Data Application Platform
  • Collibra Data Governance Center
  • Informatica
  • Podium
  • Unifi
  • Waterline Smart Data Catalog
  • Zaloni Data Platform
  • Miscellaneous Products

Gartner Recommended Reading

©2019 Gartner, Inc. and/or its affiliates. All rights reserved. Gartner is a registered trademark of Gartner, Inc. and its affiliates. This publication may not be reproduced or distributed in any form without Gartner’s prior written permission. It consists of the opinions of Gartner’s research organization, which should not be construed as statements of fact. While the information contained in this publication has been obtained from sources believed to be reliable, Gartner disclaims all warranties as to the accuracy, completeness or adequacy of such information. Although Gartner research may address legal and financial issues, Gartner does not provide legal or investment advice and its research should not be construed or used as such. Your access and use of this publication are governed by Gartner’s Usage Policy. Gartner prides itself on its reputation for independence and objectivity. Its research is produced independently by its research organization without input or influence from any third party. For further information, see Guiding Principles on Independence and Objectivity.

Already have a Gartner Account?

Become a client