Data is maintained on a file system or object store service such as HDFS or Ozone. Data may also exist in higher level abstractions maintained by a service such as HBase or Solr, which create their own file formats on HDFS. In other cases, for services such as Kudu or Kafka, the data is placed and maintained directly on a local disk.