IBM InfoSphere Streams Competitors and Alternatives

The top IBM InfoSphere Streams competitors are
Read reviews of IBM InfoSphere Streams competitors and alternatives
Consultant
Big Data Consultant at a tech services company with 501-1,000 employees
Aug 25 2017

What do you think of Apache Spark?

Valuable Features The good performance. The nice graphical management console. The long list of ML algorithms. • Improvements to My Organization We are able to solve problems, e.g., reporting on big data, that we were not able to tackle in the past. • Room for Improvement Apache Spark provides very good performance The tuning phase is still tricky. • Use of Solution I've used it for 2 years. • Deployment Issues We didn't have an issue with the deployment. • Stability Issues In the past we deployed Spark 1.3 to use Spark SQL but unfortunately one of our queries failed because of a bug fixed in following releases. Then we moved to Spark 1.6 but still some queries were failing when run against huge datasets. Now we are using version 2.1: it is more stable, it...
Real User
Software Engineer at a consultancy with 1,001-5,000 employees
Jun 11 2017

What is most valuable?

We are a research institution and use NiFi for its easy Java extensibility, built-in provenance capturing, and graphical web interface.

How has it helped my organization?

We are replacing a custom built Java data ingestion system that over time had become difficult to maintain and was brittle. NiFi allows us to organize our ingestion as the directed graphs and provides a useful GUI, that can be used to... more»

What needs improvement?

Most of our data is binary and we frequently must write our own processors. Also, there is no support for the stateful operations that require information from other data flows or look-up tables.

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