In addition of the individual jobs, such as Spark, Impala, Hive, I like the reports that provide high level view of the jobs in a given cluster, such as small file report, top X job reports, etc. Review collected by and hosted on G2.com.

There are still issues in terms of missing certain type of jobs somet times, such Impala metrtics, still have Small Files report not right. We are in the process of upgrading to the Unvavle v4.7.x and and the processes seems to be slow Review collected by and hosted on G2.com.

Unravel helps to analyze the spark jobs ran over a period of time. It has features to monitor the spark bottlenecks, bad joins, spillings , shuffling. It recommendition helps to save cost by fixing the issues, downgrading the driver or workers. Review collected by and hosted on G2.com.

Tool has limited information on the job level, search is not so good to find the jobs, spark analysis tab sometime doesnt gives any tips through your spark job is taking lot of time. Review collected by and hosted on G2.com.

* visual representation, graphs, reports, dashboard helps a lot to get detail analysis and draw conclusion from data.

* AI-enabled optimization is one of the best in class. Review collected by and hosted on G2.com.

Since its a less used product, documentation and help is not easily available over the internet.

Some performance issues when data is huge. Review collected by and hosted on G2.com.

They have excellent solutions to the modern-day problem of managing vast amounts of data which needs enormous storage as well as difficult to manage. Review collected by and hosted on G2.com.

Their products are not known to many people and their usage is less. Review collected by and hosted on G2.com.

handles all major cloud platforms,AI enabled optimization Review collected by and hosted on G2.com.

needs a learning curve to fully understand all features being offered and applied in real-life scenarios. Review collected by and hosted on G2.com.

The dashboards, reports, visual representations are very useful to understand the bottlenecks of performance. Review collected by and hosted on G2.com.

nothing of note. sometimes it can get overwhelming with too much data, but thats a good thing! Review collected by and hosted on G2.com.