Before revision:  End-side services, such as intelligent personal assistants (IPAs) , autonomous cars, and smart home services often employ either simple local models  or complex remote models on the cloud.
After revision:  End-side services, such as intelligent personal assistants , autonomous cars, and smart home services often employ either simple local models or complex remote models on the cloud.