Hortonworks Data Platform (HDP) is an open-source software framework distributed by Cloudera for distributed storage and processing of large data sets.
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Best Cloudera Distribution for Hadoop (CDH) Alternatives ranked by AI · updated May 2025
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Cloudera Distribution for Hadoop (CDH) is a complete suite of advanced data management and analytics software.
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Top 3 Cloudera Distribution for Hadoop (CDH) alternatives
Amazon EMR is a managed AWS service for running Apache Spark, Hadoop, Hive, and related big-data frameworks on clusters or serverless infrastructure....
Pros
- Deep integration with Amazon S3, Lake Formation, IAM, and other AWS services
- Supports popular open-source engines including Spark, Hive, Trino, and Presto
- Offers both managed clusters and serverless deployment models
Cons
- More cluster and infrastructure management than Databricks or serverless Glue
- Pricing is complex because EMR, compute, storage, and networking are billed separately
- Primarily optimized for AWS environments rather than multicloud portability
Usage-based; EMR and AWS infrastructure billed separately
MapR is a popular data platform for AI and analytics applications.
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