Google Cloud Managed Lustre
7.4#2 in distributed file system softwareFrom $0.06 a monthFree planWebAPILinuxSelf-hosted
Visit| Fact | Google Cloud Managed Lustre | Hadoop Distributed File System |
|---|---|---|
| Authentication | Programmatic access uses Google Cloud authentication and IAM authorization, with workload identity federation recommended outside Google Cloud. | Hadoop supports simple operating-system identity mode and Kerberos authentication mode. |
| Purpose | Google Cloud Managed Lustre is a fully managed parallel file system optimized for AI and high-performance computing applications. | HDFS is the primary distributed storage used by Hadoop applications. |
It suits teams running HPC simulations, modeling and analysis, or machine-learning workloads that need a parallel file system. It is designed for users who can provision capacity and mount instances to Google Cloud compute services.
HDFS suits organizations building self-hosted Hadoop storage for high-throughput batch or streaming workloads. Its stated design fits large files and clusters, rather than low-latency access needs.