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Self–Optimizing AI data systems: a systematic literature review of CQLE-Aware query optimization, Edge–cloud offloading, Cloud/HPC orchestration, Data–Centric MLOps, and RAG

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Title: Self–Optimizing AI data systems: a systematic literature review of CQLE-Aware query optimization, Edge–cloud offloading, Cloud/HPC orchestration, Data–Centric MLOps, and RAG
Authors: Singamaneni, Chaitanya RangaAff1, Salakapuri, RakeshAff2, IDs10791026105150_cor1
Source: Discover Computing. 29(1)
Database: Springer Nature Journals
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  – Url: https://dx.doi.org/doi:10.1007/s10791-026-10515-0
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  Data: <i>Discover Computing</i>. 29(1)
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        Value: 10.1007/s10791-026-10515-0
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      – TitleFull: Self–Optimizing AI data systems: a systematic literature review of CQLE-Aware query optimization, Edge–cloud offloading, Cloud/HPC orchestration, Data–Centric MLOps, and RAG
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              Y: 2026
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