Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities

arXiv:2312.14647v2 Announce Type: replace-cross
Abstract: In today's digital world, Generative Artificial Intelligence (GenAI) such as Large Language Models (LLMs) is becoming increasingly prevalent, extending its reach across diverse applications. This surge in adoption has sparked a significant increase in demand for data-centric GenAI models, highlighting the necessity for robust data communication infrastructures. Central to this need are message brokers, which serve as essential channels for data transfer within various system components. This survey aims to delve into a comprehensive analysis …

abstract adoption applications artificial artificial intelligence arxiv brokers challenges cs.ai cs.dc cs.lg cs.ni data data-centric demand digital digital world diverse diverse applications genai generative generative artificial intelligence highlighting intelligence language language models large language large language models llms opportunities robust survey type world