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Scalability and Performance Optimization of AI Agent Systems in E-Commerce

Xiaofan Shi

Abstract


This study conducts a systematic analysis of the scalability and performance optimization issues of AI agent systems in e-commerce.
By dissecting the architectural characteristics and application status of AI agent systems, it delves deeply into the improvement mechanisms
brought by key technologies such as distributed computing, load balancing, and data-driven optimization to system performance. The research presents a comprehensive performance optimization framework and cross-business collaboration strategies, and offers forward-looking suggestions such as multimodal fusion and edge collaboration for future development trends, providing theoretical guidance and practical
approaches for e-commerce enterprises to build efficient and stable AI agent systems.

Keywords


Scalability; Performance Optimization; AI Agent Systems; E-Commerce

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References


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DOI: https://doi.org/10.18686/utc.v11i3.275

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