Errors from the LLM and simulated algorithms.

<div><p>Large language models have revolutionized the field of natural language processing and are now becoming a one-stop solution to various tasks. In the field of Networking, LLMs can also play a major role when it comes to resource optimization and sharing. While Sumrate maximization...

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Bibliographic Details
Main Author:	Ali Abir Shuvro (21982871) (author)
Other Authors:	Md. Shahriar Islam Bhuiyan (21982874) (author), Faisal Hussain (10731211) (author), Md. Sakhawat Hossen (21982877) (author)
Published:	2025
Subjects:	Ecology Science Policy Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified total d2d pairs total cellular users natural language processing maximum average efficiency empirical results suggest around 58 %, experiment also concludes using different combinations obtained using gpt shot performance analysis large language models shot analysis also play sumrate maximization stop solution resource optimization programming knowledge prior algorithmic major role generative power effective solution crucial factor art approaches
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Errors from the LLM and simulated algorithms.

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