The invention discloses a family
cloud computing method and
system based on a set-top box, and relates to the field of family
cloud computing of the set-top box, and the method comprises the steps: enabling the set-top box to serve as an
edge node to be deployed in a
family network, and enabling the set-top box to be responsible for receiving the operation data of an intelligent household electrical appliance, and
processing an interaction task with a
cloud computing management
server; establishing a household appliance data dynamic uploading mechanism, and adaptively switching a data uploading mode according to a
server state; setting a dynamic sliding window and an attention mechanism, and dynamically capturing a
time sequence rule of user behaviors; dynamically regulating and controlling the
operation mode of the intelligent household electrical appliance based on a neural network
algorithm; and setting a standby
control channel, detecting whether the intelligent household electrical appliance and the
set top box are connected abnormally, and dynamically adjusting the master
control channel and the standby
control channel. The method has the advantages that through
load sensing uploading,
time sequence behavior analysis and neural network regulation and control, the robustness of the
system is ensured through dual-channel redundancy control while intelligent regulation and control of the household appliances are ensured, and the response speed and reliability are remarkably improved.