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US 12,615,633 B2Granted
Uplink scheduling method and related uplink scheduler
AssigneeRealtek Semiconductor Corp.
InventorsJhe-Yi Lin, Hsien-Chun Huang, Yun-Tai Chen
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Abstract
An uplink scheduling method, for a computer communication network includes determining a ratio of a quantity of transmission control protocol (TCP) pair data and a quantity of an acknowledgement (ACK) of the TCP according to information of a media access control (MAC) layer, system parameters of the MAC layer and transmission data of the computer communication network by a deep learning structure.
Claims10
An uplink scheduling method, for a computer communication network, comprising:
- determining a ratio of a quantity of transport transmission control protocol (TCP) pair data and a quantity of an acknowledgement (ACK) of the TCP according to information of a media access control (MAC) layer, system parameters of the MAC layer and transmission data of the computer communication network by a deep learning structure;
- and
- requesting, by a scheduler, the ACK of the TCP from a receiver of the computer communication network according to the ratio;
- wherein the ratio is determined based on the deep learning structure by a decision engine;
- wherein the scheduler is coupled to the decision engine;
- wherein the decision engine is configured to transform the information of the MAC layer, the system parameters of the MAC layer and transmission data of the computer communication network into a multi-class classification problem to determine the ratio.
3 more elements
An uplink scheduler, for a computer communication network, comprising:
- a decision engine, configured to determine a ratio of a quantity of transport transmission control protocol (TCP) pair data and a quantity of an acknowledgement (ACK) of the TCP according to information of a media access control (MAC) layer, system parameters of the MAC layer and transmission data of the computer communication network by a deep learning structure;
- and
- a scheduler, coupled to the decision engine, and configured to request the ACK of the TCP from a receiver of the computer communication network according to the ratio;
- wherein the decision engine is configured to transform the information of the MAC layer, the system parameters of the MAC layer and transmission data of the computer communication network into a multi-class classification problem to determine the ratio.
1 more element
Dependencies are inferred from the claim text.