Enterprise data centers house numerous workloads. With Hadoop growing in these data centers, IT departments need tools to avoid creating silos, while maintaining SLAs, reporting and charge-back requirements. We present a completely open source reference architecture including Apache Hadoop, Linux cgroups and namespace isolation, Gluster and HTCondor. Topics to be covered – . Augmenting existing HDFS and MapReduce infrastructure with dynamically provisioned resources . On-demand creating, growing and shrinking MapReduce infrastructure for user workload . Isolating workloads to enable multi-tenant access to resources . Publishing of resource utilization and accounting information for ingest into charge-back systems