RESOURCE SCHEDULING METHOD AND SYSTEM FOR SATELLITE ELASTIC INTERNET, COMPUTER DEVICE, AND MEDIUM
The present disclosure provides a resource scheduling method and system for a satellite elastic Internet, a computer device, and a medium. A delay-sensitive satellite elastic Internet architecture is established based on a many-to-many mode between a low earth orbit (LEO) satellite and a client; aft...
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Main Authors | , , |
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Format | Patent |
Language | English |
Published |
20.12.2023
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Online Access | Get full text |
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Summary: | The present disclosure provides a resource scheduling method and system for a satellite elastic Internet, a computer device, and a medium. A delay-sensitive satellite elastic Internet architecture is established based on a many-to-many mode between a low earth orbit (LEO) satellite and a client; after a satellite elastic Internet resource scheduling model is established based on the delay-sensitive satellite elastic Internet architecture, a minimum delay optimization model is established based on the satellite elastic Internet resource scheduling model, and the minimum delay optimization model is converted into a corresponding Markov decision model; and the Markov decision model is solved to obtain a resource scheduling strategy. This method can fully utilize computing and storage resources of a satellite, avoid affecting queuing delay performance, meet diverse needs of a client, improve QoS, and improve, based on a deep reinforcement learning (DRL) algorithm, computation efficiency of resource scheduling, thereby achieving service-prioritized, low-delay and load-balanced resource scheduling. This method has a strong generalization capability and high practical value. |
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Bibliography: | Application Number: ZA20230005873 |