Treasure Data provides a data analytics service with the following key components: - Data is collected from various sources using Fluentd and loaded into PlazmaDB. - PlazmaDB is the distributed time-series database that stores metadata and data. - Jobs like queries, imports, and optimizations are executed on Hadoop and Presto clusters using queues, workers, and a scheduler. - The console and APIs