Methods of parameter set selection in cloud gaming system

A method of performing video decoding in a network-based system, performed by a decoding device, the method comprising:

• receiving an encoded video content from a network-based encoding device;
• determining whether a parameter set is received from the encoding device;
• based on determining that the parameter set is received, decoding the encoded video content according to the parameter set;
• and
• transmitting the decoded video content to a display device.

An encoding device comprising:

• at least one memory storing compute program code;
• and
• at least one processor configured to access the at least one memory and operate as instructed by the computer program code, the computer program code comprising:
• training code configured to cause the at least one processor to train a model for determining a parameter set to be used for encoding;
• obtaining code configured to cause the at least one processor to obtain a video content;
• determining code configured to cause the at least one processor to determine the parameter set for encoding the video content using the trained model;
• encoding code configured to cause the at least one processor to encode the video content according to the parameter set;
• and
• transmitting code configured to cause the at least one processor to control a communication interface to transmit the encoded video content and the parameter set to a decoding device.