Self-Managed VPCs are a way to leverage your pre-existing cloud infrastructure, policies, and investment. In this case, your company pays for the usage of BigML within your own cloud, managed according to your own requirements. BigML will assist you during the VPC configuration and deployment steps. Self-Managed VPCs can be implemented on any of the cloud providers currently supported by BigML which are: Amazon AWS, Google Cloud, and Microsoft Azure.
PROS:
- Everything resides under control of your own IT Staff.
- No separate monthly billing needed for cloud services.
CONS:
- Extra services are required to monitor, operate, and maintain.
- Extra steps for initial installation and configuration are required.
- Extra time for regular updates and upgrades needs to be allocated.
Please read our documentation for more information about the Self-Managed VPC services.