MAPR of GPT compared with optimal algorithm.

MAPR of GPT compared with optimal algorithm.

<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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