Additional resource requirements for Cloudera Data Warehouse
Standard resource mode requirements for Cloudera Data Warehouse.
The following table lists the minimum and recommended compute (processor), memory, storage, and network bandwidth required for each OpenShift or ECS worker node using the Standard Resource Mode for production use case. Note that the actual node still needs some extra resources to run the operating system, Kubernetes engine, and Cloudera Manager agent on ECS.
Component | Minimum | Recommended |
---|---|---|
Node Count | 4 | 10 |
CPU per worker | 16 cores [or 8 cores or 16 threads that have Simultaneous Multithreading (SMT) enabled] | 32+ cores (can also be achieved by enabling SMT) |
Memory per worker | 128 GB per node | 384 GB* per node |
FAST (Fully Automated Storage Tiering) Cache - Locally attached SCSI device(s) on every worker. Preferred: NVMe and SSD. OCP uses Local Storage Operator. ECS uses Local Path Provisioner. |
1.2 TB* SATA, SSD per host | 1.2 TB* NVMe/SSD per host |
Network Bandwidth | 1 GB/s guaranteed bandwidth to every CDP Private Cloud Base node | 10 GB/s guaranteed bandwidth to every CDP Private Cloud Base node |
* Depending on the number of executors you want to run on
each physical node, the per-node requirements change proportionally. For example,
if you are running 3 executor pods per physical node, you require 384 GB of memory
and approximately 1.8TB (600GB per executor) of locally attached SSD/NVMe storage
for FAST Cache.