Scaling Namespaces and Optimizing Data Storage
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Data storage metrics

Use Java Management Extensions (JMX) APIs to collect the metrics exposed by the various HDFS daemons. For the garbage collection metrics from the NameNode, you can use the Concurrent Mark Sweep (CMS) GC or configure the Garbage First Garbage Collector (G1GC).