Jumbune on HDInsight helps enterprises harness more power from HDInsight-based Big Data solutions. Enterprises leverage Jumbune to get multifold business benefits, including:
At a high level, Jumbune assists DevOps, DataOps and Analytics teams in following ways,
1. ML based Cluster Analysis: Improve productivity and efficiency of Infrastructure, Engineering teams by proactively showcasing deep insights and recommending optimizations for individual applications, Execution engines, Cluster, Infrastructure and operating Queues.
2. Optimize Job: Jumbune recommends most optimal configuration based on application execution logistics, resource consumption and real cluster state. It employs best in class ML algorithms on built heuristics to deduce the most comprehensive set of recommendations, which achieves the fastest execution time of your workloads.
3. Manage Data Quality: Jumbune provides most comprehensive set of automated data quality management tools which enables Dataops team to easily profile and identify quality of data. We establish data quality metering to analyze Quality KRAs even over incremental ingestions.
4. Analyze Job: This feature correlates the data with execution flow inside the MapReduce code to build execution data flow graph