The platform’s most valuable feature for processing real-time data is its ability to handle continuous data streams.
Enterprise Data Architect at a pharma/biotech company with 11-50 employees
Provides real-time data processing capabilities with efficient reliability
Pros and Cons
- "The platform’s most valuable feature for processing real-time data is its ability to handle continuous data streams."
- "Integrating event-level streaming capabilities could be beneficial."
What is most valuable?
What needs improvement?
The product's event handling capabilities, particularly compared to Kaspersky, need improvement. Integrating event-level streaming capabilities could be beneficial. This aligns with the idea of expanding Spark's functionality to cover unaddressed areas, potentially enhancing its competitiveness.
For how long have I used the solution?
We have been using Apache Spark Streaming for five years.
What's my experience with pricing, setup cost, and licensing?
Spark is an affordable solution, especially considering its open-source nature. However, it could use support from experienced companies to resolve any issues effectively.
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Apache Spark Streaming
September 2025

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What other advice do I have?
Spark does not encounter integration issues, particularly due to its utilization of JDBC connectors. These connectors facilitate seamless integration with third-party solutions. Furthermore, successful integration with tools like SAP HANA indicates its versatility in handling various data sources. Additionally, its performance surpasses Informatica in certain scenarios, especially when real-time streaming capabilities are crucial. It remains a preferred choice for businesses requiring efficient real-time data processing.
I rate it an eight.
Disclosure: My company has a business relationship with this vendor other than being a customer. Partner


Buyer's Guide
Download our free Apache Spark Streaming Report and get advice and tips from experienced pros
sharing their opinions.
Updated: September 2025
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Buyer's Guide
Download our free Apache Spark Streaming Report and get advice and tips from experienced pros
sharing their opinions.
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