Gartner Research

Critical Capabilities for Data Management Solutions for Analytics

Published: 18 March 2019

ID: G00355667

Analyst(s): Adam Ronthal , Rick Greenwald

Summary

Data management solutions for analytics offerings are consolidating, with major vendors able to address a range of use cases and smaller vendors addressing a subset of use cases. Data and analytics leaders can use this research to guide evaluation and initial vendor selection for DMSA offerings.

Table Of Contents

What You Need to Know

  • Market Trends
  • The Product
  • Critical Capabilities Research
    • Coverage
    • Scoring

Analysis

  • Critical Capabilities Use-Case Graphics
  • Vendors
    • Alibaba Cloud (MaxCompute)
    • Amazon Web Services (Amazon Redshift)
    • Arm Treasure Data
    • Cloudera (Cloudera Enterprise)
    • GBase (GBase 8a)
    • Google (BigQuery)
    • Hortonworks (Hortonworks Data Platform)
    • Huawei (FusionInsight Big Data)
    • IBM (Db2)
    • MapR Technologies (MapR Data Platform)
    • MarkLogic
    • Micro Focus (Vertica)
    • Microsoft (Azure SQL Data Warehouse)
    • Neo4j
    • Oracle (Oracle Exadata)
    • Pivotal (Pivotal Greenplum)
    • SAP (SAP HANA)
    • Snowflake
    • Teradata
  • Context
    • Overall Performance
    • Reference Customer Survey
  • Product/Service Class Definition
  • Critical Capabilities Definition
    • Access to Multiple Data Sources
    • Administration and Management
    • Advanced Analytics
    • Data Ingest
    • Managing Large Volumes of Data
    • Optimized Performance (Traditional)
    • Optimized Performance (Exploratory)
    • Flexible Scalability
    • Variety of Data Types
    • Workload Management
    • Use Support (Traditional)
    • Use Support (Exploratory)
  • Use Cases
    • Traditional Data Warehouse
    • Real-Time Data Warehouse
    • Logical Data Warehouse
    • Context-Independent Data Warehouse
  • Vendors Added and Dropped
    • Added
    • Dropped

Inclusion Criteria

  • Critical Capabilities Rating

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?

Purchase this Document

To purchase this document, you will need to register or sign in above

Become a client