Hadoop Big Data Performance Management

Application Monitoring is crucial for enterprises to efficiently manage their operations. Leaders like Dynatrace, AppDynamics, New Relic, and Splunk have enabled companies to handle applications and web-scale effectively. Big Data, powered by open source technologies such as Spark, Kafka, Hive, and HDFS, is essential for large scale business critical applications. However, there's a lack of reliable integrated native APM & optimization solutions for Big Data. Companies are investing significant amounts in tools to monitor clusters, but often overlook the importance of planning APM and optimization in advance. This can lead to excessive use of open source technology without proper monitoring, resulting in high costs due to unutilized resources. Therefore, understanding a company's big data setup goals is vital before investing in new hardware or software.