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References from 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. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1145/3769826
10.1145/3769826 · External reference
10.14778/3750601.3750620
10.14778/3750601.3750620 · 2025 · External reference
10.1145/3713082.3730377
10.1145/3713082.3730377 · External reference
10.1109/icde60146.2024.00330
10.1109/icde60146.2024.00330 · External reference
10.1145/3514221.3517885
10.1145/3514221.3517885 · External reference
10.1145/3617337
10.1145/3617337 · 2023 · External reference
10.14778/3565838.3565857
10.14778/3565838.3565857 · 2022 · External reference
10.1109/icde53745.2022.00294
10.1109/icde53745.2022.00294 · External reference
10.48786/edbt.2022.56
10.48786/edbt.2022.56 · External reference
10.1109/icde60146.2024.00408
10.1109/icde60146.2024.00408 · External reference
10.1145/3394486.3406479
10.1145/3394486.3406479 · External reference
10.32388/izohch
10.32388/izohch · External reference
10.1145/3571724
10.1145/3571724 · 2023 · External reference
10.1109/tkde.2024.3361989
10.1109/tkde.2024.3361989 · 2024 · External reference
10.48550/arxiv.2405.14696
10.48550/arxiv.2405.14696 · External reference
Unresolved reference
External reference
10.1145/3448016.3452838
10.1145/3448016.3452838 · External reference
10.1145/3626734
10.1145/3626734 · 2023 · External reference
10.1145/3514221.3517857
10.1145/3514221.3517857 · External reference
10.14778/3551793.3551848
10.14778/3551793.3551848 · 2022 · External reference
10.48786/edbt.2023.08
10.48786/edbt.2023.08 · External reference
10.23919/mikon54314.2022.9924741
10.23919/mikon54314.2022.9924741 · External reference
10.30574/wjaets.2025.15.3.0931
10.30574/wjaets.2025.15.3.0931 · 2025 · External reference
10.3390/app142210176
10.3390/app142210176 · 2024 · External reference
10.32628/cseit241061113
10.32628/cseit241061113 · 2024 · External reference
10.1109/icccnt61001.2024.10724814
10.1109/icccnt61001.2024.10724814 · External reference
10.1145/3542700.3542702
10.1145/3542700.3542702 · 2022 · External reference
10.1109/ojcoms.2020.2994737
10.1109/ojcoms.2020.2994737 · 2020 · External reference
10.1145/3485447.3512153
10.1145/3485447.3512153 · External reference
10.1016/j.adhoc.2025.104080
10.1016/j.adhoc.2025.104080 · 2026 · External reference
10.1109/jiot.2022.3176136
10.1109/jiot.2022.3176136 · 2022 · External reference
10.1109/icdcs51616.2021.00061
10.1109/icdcs51616.2021.00061 · External reference
10.1145/3447548.3467078
10.1145/3447548.3467078 · External reference
10.1109/wcnc55385.2023.10118755
10.1109/wcnc55385.2023.10118755 · External reference
10.3390/app14073022
10.3390/app14073022 · 2024 · External reference
10.1109/tcomm.2024.3388488
10.1109/tcomm.2024.3388488 · 2024 · External reference
10.1109/mnet.131.2200394
10.1109/mnet.131.2200394 · 2023 · External reference
10.1109/eucnc/6gsummit51104.2021.9482476
10.1109/eucnc/6gsummit51104.2021.9482476 · External reference
10.1109/6gnet63182.2024.10765637
10.1109/6gnet63182.2024.10765637 · External reference
10.1145/3576842.3582375
10.1145/3576842.3582375 · External reference
10.1109/gcaiot63427.2024.10833575
10.1109/gcaiot63427.2024.10833575 · External reference
10.1109/tvlsi.2021.3089224
10.1109/tvlsi.2021.3089224 · 2021 · External reference
10.3390/en17071757
10.3390/en17071757 · 2024 · External reference
10.1007/s10723-025-09816-3
10.1007/s10723-025-09816-3 · External reference
10.30574/wjarr.2025.26.2.2114
10.30574/wjarr.2025.26.2.2114 · 2025 · External reference
10.1109/comst.2020.3024783
10.1109/comst.2020.3024783 · 2021 · External reference
10.1109/tpds.2023.3314659
10.1109/tpds.2023.3314659 · 2023 · External reference
10.1109/hpca47549.2020.00049
10.1109/hpca47549.2020.00049 · External reference
10.36948/ijfmr.2024.v06i02.16092
10.36948/ijfmr.2024.v06i02.16092 · External reference
10.1109/access.2020.2985282
10.1109/access.2020.2985282 · 2020 · External reference
10.1109/iwqos57198.2023.10188782
10.1109/iwqos57198.2023.10188782 · External reference
10.1016/j.future.2026.108409
10.1016/j.future.2026.108409 · 2026 · External reference
10.1145/3689031.3717459
10.1145/3689031.3717459 · External reference
10.1007/s10586-025-05548-x
10.1007/s10586-025-05548-x · External reference
10.1145/3605573.3605613
10.1145/3605573.3605613 · External reference
10.1145/3575693.3575721
10.1145/3575693.3575721 · External reference
10.48550/arxiv.2304.13738
10.48550/arxiv.2304.13738 · External reference
10.1109/sc41406.2024.00109
10.1109/sc41406.2024.00109 · External reference
10.1109/pdp52278.2021.00041
10.1109/pdp52278.2021.00041 · External reference
10.3390/electronics11152316
10.3390/electronics11152316 · 2022 · External reference
10.1109/iwqos54832.2022.9812905
10.1109/iwqos54832.2022.9812905 · External reference
10.1109/vds60365.2023.00008
10.1109/vds60365.2023.00008 · External reference
10.48550/arxiv.2212.06352
10.48550/arxiv.2212.06352 · External reference
Unresolved reference
External reference
10.30574/wjarr.2025.25.3.0727
10.30574/wjarr.2025.25.3.0727 · 2025 · External reference
10.1021/acs.analchem.1c02687
10.1021/acs.analchem.1c02687 · 2021 · External reference
10.1109/ic-etite58242.2024.10493601
10.1109/ic-etite58242.2024.10493601 · External reference
10.48550/arxiv.2410.08576
10.48550/arxiv.2410.08576 · External reference
10.23939/istcmtm2025.02.066
10.23939/istcmtm2025.02.066 · 2025 · External reference
10.48550/arxiv.2112.03837
10.48550/arxiv.2112.03837 · External reference
10.1145/3386687
10.1145/3386687 · 2020 · External reference
10.60087/jklst.vol1.n1.p89
10.60087/jklst.vol1.n1.p89 · 2023 · External reference
10.1145/3517337
10.1145/3517337 · 2022 · External reference
10.1109/embc46164.2021.9629828
10.1109/embc46164.2021.9629828 · 2021 · External reference
10.2118/221718-ms
10.2118/221718-ms · External reference
10.48550/arxiv.2201.08356
10.48550/arxiv.2201.08356 · External reference
10.55041/ijsrem23999
10.55041/ijsrem23999 · 2024 · External reference
10.30574/wjaets.2025.15.2.0882
10.30574/wjaets.2025.15.2.0882 · 2025 · External reference
10.30574/wjaets.2025.15.3.0934
10.30574/wjaets.2025.15.3.0934 · 2025 · External reference
10.30574/ijsra.2022.6.2.0119
10.30574/ijsra.2022.6.2.0119 · 2022 · External reference
10.48550/arxiv.2505.16771
10.48550/arxiv.2505.16771 · External reference
10.1109/wconf61366.2024.10692261
10.1109/wconf61366.2024.10692261 · External reference
10.32996/jcsts.2025.7.5.79
10.32996/jcsts.2025.7.5.79 · 2025 · External reference
10.1142/9789811286421_0002
10.1142/9789811286421_0002 · External reference
10.3390/land13010080
10.3390/land13010080 · 2024 · External reference
10.1109/edtm58488.2024.10512266
10.1109/edtm58488.2024.10512266 · External reference
10.59160/ijscm.v13i2.6236
10.59160/ijscm.v13i2.6236 · 2024 · External reference
Unresolved reference
External reference
10.1109/educon62633.2025.11016446
10.1109/educon62633.2025.11016446 · External reference
10.1016/j.eswa.2025.126494
10.1016/j.eswa.2025.126494 · 2025 · External reference
10.1109/contesa57046.2022.10011233
10.1109/contesa57046.2022.10011233 · 2022 · External reference
10.48550/arxiv.2404.10234
10.48550/arxiv.2404.10234 · External reference
10.1109/cases60062.2024.00014
10.1109/cases60062.2024.00014 · External reference
10.1109/ispcc66872.2025.11039601
10.1109/ispcc66872.2025.11039601 · External reference
10.1109/icccnt61001.2024.10725150
10.1109/icccnt61001.2024.10725150 · External reference
10.47760/ijcsmc.2020.v09i11.011
10.47760/ijcsmc.2020.v09i11.011 · 2020 · External reference
10.1109/igarss53475.2024.10642138
10.1109/igarss53475.2024.10642138 · External reference
