The comparison of payoff.

The comparison of payoff.

<div><p>The rapid development of edge computing and artificial intelligence has brought growing interest in collaborative training. While prior research has addressed technical aspects of resource allocation, less attention has been paid to the underlying economic mechanisms of resource...

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Bibliographic Details
Main Author: Quyuan Wang (8724972) (author)
Other Authors: Xinyu Ni (14859604) (author), Yuping Tu (21755873) (author), Ying Wang (11406) (author), Jiadi Liu (9300461) (author)
Published: 2025
Subjects:
Biotechnology
Science Policy
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
simulation results demonstrate
payoff maximization problem
market dynamics evolve
effectively allocate budgets
develop two types
brought growing interest
addressed technical aspects
underlying economic mechanisms
stepped price adjustments
resource trading strategies
resource trading
smoothed adjustments
proposed strategies
economic tools
resource allocation
resource acquisition
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thereby addressing
task publishers
strategic effectiveness
risk selection
rapid development
prior research
pricing algorithms
one based
less attention
edge computing
data resources
data acquisition
coupling relationship
budget constraints
artificial intelligence
another based
also explore
algorithmic efficiency
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