Now showing items 1-3 of 3
Autonomous hvac control, a reinforcement learning approach
(Springer Verlag, 2015-08-29)
Abstract—Recent high profile developments of autonomous learning thermostats by companies such as Nest Labs and Honeywell have brought to the fore the possibility of ever greater numbers of intelligent devices permeating ...
Applying reinforcement learning towards automating resource allocation and application scalability in the cloud
Public Infrastructure as a Service (IaaS) clouds such as Amazon, GoGrid and Rackspace deliver computational resources by means of virtualisation technologies. These technologies allow multiple independent virtual machines ...
A learning architecture for scheduling workflow applications in the cloud
The scheduling of workflow applications involves the mapping of individual workflow tasks to computational resources, based on a range of functional and non-functional quality of service requirements. Workflow applications ...