# Apache Beam vs Hadoop HDFS Comparison | | Apache Beam | Hadoop HDFS | |---|---|---| | **Star Rating** | 4.1 out of 5 | 4.4 out of 5 | | **Total Reviews** | 16 | 141 | | **Largest Market Segment** | Mid-Market (42.9% of reviews) | Enterprise (55.0% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Top Pros & Cons ### Apache Beam **Not enough data** ### Hadoop HDFS Pros: - Data Processing (1 reviews) - Data Security (1 reviews) Cons: - Increased Costs (1 reviews) - Maintenance Issues (1 reviews) --- ## Ratings Comparison | Rating | Apache Beam | Hadoop HDFS | |---|---|---| | **Meets Requirements** | 8.6 (12 reviews) | 8.6 (118 reviews) | | **Ease of Use** | 7.8 (12 reviews) | 7.5 (120 reviews) | | **Ease of Setup** | Not enough data | 6.9 (47 reviews) | | **Ease of Admin** | Not enough data | 7.1 (44 reviews) | | **Quality of Support** | 7.6 (11 reviews) | 7.8 (103 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | 7.7 (42 reviews) | | **Product Direction (% positive)** | 8.1 (12 reviews) | 8.0 (113 reviews) | --- ## Pricing ### Apache Beam #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Hadoop HDFS #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Big Data Processing and Distribution | Product | Score | Reviews | |---|---|---| | **Apache Beam** | 7.6/10 | 12 | | **Hadoop HDFS** | 8.7/10 | 49 | #### Database | Feature | Apache Beam | Hadoop HDFS | |---|---|---| | **Real-Time Data Collection** | 7.7 (10 reviews) | 8.6 (42 reviews) | | **Data Distribution** | 8.0 (10 reviews) | 9.1 (46 reviews) | | **Data Lake** | 7.1 (7 reviews) | 9.0 (40 reviews) | #### Integrations | Feature | Apache Beam | Hadoop HDFS | |---|---|---| | **Hadoop Integration** | 6.0 (5 reviews) | 9.1 (44 reviews) | | **Spark Integration** | 7.3 (5 reviews) | 8.8 (40 reviews) | #### Platform | Feature | Apache Beam | Hadoop HDFS | |---|---|---| | **Machine Scaling** | 8.3 (6 reviews) | 8.3 (40 reviews) | | **Data Preparation** | 8.1 (7 reviews) | 8.4 (43 reviews) | | **Spark Integration** | 7.3 (5 reviews) | 8.8 (40 reviews) | #### Processing | Feature | Apache Beam | Hadoop HDFS | |---|---|---| | **Cloud Processing** | 8.2 (10 reviews) | 8.7 (36 reviews) | | **Workload Processing** | 8.1 (7 reviews) | 8.5 (41 reviews) | ### Big Data | Product | Score | Reviews | |---|---|---| | **Apache Beam** | N/A | N/A | | **Hadoop HDFS** | N/A | N/A | #### Building Reports | Feature | Apache Beam | Hadoop HDFS | |---|---|---| | **Data Transformation** | Not enough data | Not enough data | | **Data Modeling** | Not enough data | Not enough data | | **WYSIWYG Report Design** | Not enough data | Not enough data | | **Integration APIs** | Not enough data | Not enough data | #### Platform | Feature | Apache Beam | Hadoop HDFS | |---|---|---| | **Mobile User Support** | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) --- ## Reviewer Demographics ### By Company Size | Segment | Apache Beam | Hadoop HDFS | |---|---|---| | **Small-Business** | 35.7% | 21.7% | | **Mid-Market** | 42.9% | 23.3% | | **Enterprise** | 21.4% | 55.0% | ### By Industry #### Apache Beam - **Retail:** 14.3% - **Logistics and Supply Chain:** 14.3% - **Information Technology and Services:** 14.3% - **Computer Software:** 14.3% - **Telecommunications:** 7.1% - **Marketing and Advertising:** 7.1% - **Internet:** 7.1% - **Health, Wellness and Fitness:** 7.1% - **Education Management:** 7.1% - **Automotive:** 7.1% #### Hadoop HDFS - **Computer Software:** 24.0% - **Information Technology and Services:** 21.7% - **Internet:** 7.8% - **Financial Services:** 4.7% - **Banking:** 3.9% - **Higher Education:** 3.9% - **Research:** 3.1% - **Computer Networking:** 3.1% - **Computer & Network Security:** 2.3% - **Management Consulting:** 2.3% - **Other:** 23.3% --- ## Alternatives ### Alternatives to Apache Beam - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews) - [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) — 4.2/5 stars (70 reviews) - [Azure Data Lake Store](https://www.g2.com/products/azure-data-lake-store/reviews) — 4.5/5 stars (40 reviews) - [Azure HDInsight](https://www.g2.com/products/azure-hdinsight/reviews) — 3.9/5 stars (17 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews) - [Google Cloud Managed Service for Apache Spark](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) — 4.4/5 stars (17 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1226 reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (571 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews) - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews) ### Alternatives to Hadoop HDFS - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1226 reviews) - [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews) - [Google Cloud Managed Service for Apache Spark](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) — 4.4/5 stars (17 reviews) - [Rocket Vertica](https://www.g2.com/products/rocket-vertica/reviews) — 4.3/5 stars (216 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews) - [Dremio](https://www.g2.com/products/dremio/reviews) — 4.6/5 stars (70 reviews) - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (571 reviews) --- ## Top Discussions ### Apache Beam No discussions available for this product. ### Hadoop HDFS - Title: [What is Hadoop HDFS used for?](https://www.g2.com/discussions/what-is-hadoop-hdfs-used-for) — 1 comment, 1 upvote > **Top comment:** "Hadoop HDFS is used for storing large volume of data... so called 'Big Data'. " --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/apache-beam-vs-hadoop-hdfs)