The present application is directed towards systems and methods for adaptive application provisioning for cloud services. An appliance deployed in a network as a gateway may be able to transparently monitor application activity in a
cloud computing environment provided by one or more servers, including servers executed by virtual machines, bare-
metal or non-
virtual servers, or other computing devices. In some embodiments, the appliance may monitor one or more network
metrics, including bandwidth usage, latency, congestion, or other issues; and / or may monitor application health or
server or
virtual machine statistics, including memory and processor usage, bandwidth usage, latency, or other
metrics. Responsive to one or more
metrics exceeding a threshold, the appliance may automatically provision or start, or deprovision or
shut down, one or more virtual or physical machines from a
cloud service provider, and may provide configuration information to the provisioned or started machines as needed.