Amazon EMR and AWS Lake Formation compete in the big data and cloud storage domain. AWS Lake Formation seems to have the upper hand in data governance and security, making it appealing for organizations with such priorities.
Features: Amazon EMR offers rapid data processing, flexibility in choosing processing frameworks like Spark and Hive, and integration with various data sources. AWS Lake Formation focuses on data lake management, providing fine-grained access controls, data security features, and a simplified setup process integrating well with the AWS ecosystem.
Room for Improvement: Amazon EMR could improve its user interface for easier configuration and reduce complexity for new users. Enhanced automated scaling features would benefit users handling fluctuating workloads. Improved documentation could assist users encountering challenges. AWS Lake Formation could enhance integration with more third-party tools, provide more customization options, and expand its set of workflow templates for complex data operations.
Ease of Deployment and Customer Service: Amazon EMR integrates seamlessly into existing AWS infrastructures, offering extensive customization and scaling options, but its complexity can be challenging. AWS Lake Formation simplifies deployment with guided workflows, making it user-friendly for non-experts. Both products offer robust support, though Lake Formation's guided workflows provide an edge in terms of user-friendliness.
Pricing and ROI: Amazon EMR's pay-as-you-go model can be cost-effective for extensive data processing tasks but may incur higher operational costs due to complexity. AWS Lake Formation aims to reduce data governance overhead costs, presenting better ROI for organizations prioritizing cost-efficiency, security, and streamlined operations.
| Product | Market Share (%) |
|---|---|
| AWS Lake Formation | 5.7% |
| Amazon EMR | 3.3% |
| Other | 91.0% |
| Company Size | Count |
|---|---|
| Small Business | 6 |
| Midsize Enterprise | 5 |
| Large Enterprise | 10 |
| Company Size | Count |
|---|---|
| Small Business | 2 |
| Midsize Enterprise | 2 |
| Large Enterprise | 15 |
AWS Lake Formation is a service that makes it easy to set up a secure data lake in days. A data lake is a centralized, curated, and secured repository that stores all your data, both in its original form and prepared for analysis.
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