Hands-On GPU Computing with Python

Disadvantages of open environments

Setting up open environments and upgrading them will always be dependent on physical hardware. Due to the mandatory necessity of physical devices and components, cost and space are two very important constraints that cannot be compromised. Maintenance of physical hardware with system-wide environments can significantly affect the up-time of data centers and servers operating in real-time deployment scenarios. Portability is also another important factor to consider because of the resources required to handle physical hardware.