Cloudera Distribution for Hadoop and IBM Netezza Performance Server are notable competitors in the big data and analytics space. User reviews suggest that despite Cloudera's affordability and support strength, IBM Netezza's extensive features and performance position it more favorably.
Features: Cloudera Distribution for Hadoop offers enterprise-grade security, seamless use with Spark and Hive, and centralized management with Cloudera Manager. It efficiently processes big data and seamlessly integrates with different file systems and query engines. IBM Netezza Performance Server is designed for fast query processing with its MPP architecture and ease of deployment. It provides efficient hardware usage and excels at structured data processing with high-speed analytics.
Room for Improvement: Cloudera needs improvements in HBase stability and speed, expanded API functionalities, and reduced licensing fees. Users seek better integration and comprehensive documentation. IBM Netezza shows room for improvement in handling concurrency, scalability limits, and introducing big data-centric features. Suggestions focus on enhancing cloud capabilities, supporting concurrent queries better, and lowering costs.
Ease of Deployment and Customer Service: Cloudera supports flexible deployment with on-premises and hybrid cloud options, reinforced by active community support. However, initial technical assistance can be inadequate for complex queries. IBM Netezza emphasizes seamless on-premises deployment with high-quality technical support, underscoring its simplicity and efficiency in data processing.
Pricing and ROI: Cloudera is considered costly, particularly as scaling demands grow, but remains competitive alongside other enterprise solutions with noted ROI potential for complex environments. IBM Netezza is viewed as expensive, especially for mid-sized enterprises, yet its performance can validate costs for specific use cases. Pricing remains a concern for both, with Cloudera facing significant licensing fees over time and Netezza being pricier than some cloud-based solutions.
The technical support is quite good and better than IBM.
Technical support is very costly for me, accounting for twenty-five to thirty percent of the product cost.
It is provided as a pre-configured box, and scaling is not an option.
We faced challenges but overcame those challenges successfully.
Integrating with Active Directory, managing security, and configuration are the main concerns.
The cloud version is only available in AWS, and in the Middle East, it is not well-developed in the Azure environment.
It can be deployed on-premises, unlike competitors' cloud-only solutions.
This is the only solution that is possible to install on-premise.
It operates as a high-speed data warehouse, which is essential for handling big data.
| Product | Market Share (%) |
|---|---|
| Cloudera Distribution for Hadoop | 23.3% |
| IBM Netezza Performance Server | 1.7% |
| Other | 75.0% |
| Company Size | Count |
|---|---|
| Small Business | 16 |
| Midsize Enterprise | 9 |
| Large Enterprise | 31 |
| Company Size | Count |
|---|---|
| Small Business | 9 |
| Midsize Enterprise | 5 |
| Large Enterprise | 33 |
IBM Netezza Performance Server offers high performance, scalability, and minimal maintenance. It seamlessly integrates SQL for efficient data processing, making it ideal for enterprise data warehousing needs.
IBM Netezza Performance Server is known for its outstanding data processing capabilities. Its integration of FPGA technology, compression techniques, and partitioning optimizes query execution and scalability. Users appreciate its appliance-like architecture for straightforward deployment, distributed querying, and high availability, significantly boosting operations and analytics capabilities. However, there are areas for improvement, particularly in handling high concurrency, real-time integration, and specific big data functionalities. Enhancements in database management tools, XML integration, and cloud options are commonly desired, along with better marketing and community engagement.
What are the key features of IBM Netezza Performance Server?Industries rely on IBM Netezza Performance Server for robust data warehousing solutions, particularly in sectors requiring intensive data analysis such as finance, retail, and telecommunications. Organizations use it to power business intelligence tools like Business Objects and MicroStrategy for customer analytics, establishing data marts and staging tables to efficiently manage and update enterprise data. With the capacity to handle large volumes of compressed and uncompressed data, it finds numerous applications in on-premises setups, powering data mining and reporting with high reliability and efficiency.
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