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English(EN) SAGE: A Unified Algebra and Self-Adaptive Execution for AI Functions in SQL

新的SAGE框架统一并优化SQL中的AI函数

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了SAGE，一个统一和优化SQL系统中AI函数执行的新框架。SAGE将AI函数分为三个核心关系角色：AI_SCALAR、AI_AGG和AI_JOIN，使其能够与标准SQL运算符更自然地组合。这种方法提高了AI函数执行的质量和效率，尤其通过在SemBench基准测试中表现出色，显著减少了复杂连接操作的模型调用和成本。 AI

影响 优化数据库中的AI函数执行，可能降低AI驱动的SQL查询的成本并提高其性能。

排序理由 关于SQL中AI函数新框架的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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新的SAGE框架统一并优化SQL中的AI函数

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关于SQL中AI函数新框架的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Xiangqi Wang, Nhan H. Pham, Oktie Hassanzadeh, Dharmashankar Subramanian, Xiangliang Zhang ·

    SAGE：SQL中AI函数的统一代数与自适应执行

    arXiv:2608.20630v1 Announce Type: new Abstract: SQL systems increasingly expose AI functions for tasks such as classification, extraction, filtering, ranking, retrieval, joining, and summarization. Despite their diverse APIs, these functions play only three relational roles: tran…

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