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Paper Citation Record · LEDGER

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML

As of 22 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:1909.00084.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1909.00084 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:05:23.399031Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:05:23.079867Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-14T10:05:23.511684Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact3
  • verified fuzzy48
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aba6d5f1-942d-4d0b-8b65-27c5c436cf62 · outbound

This paper cites Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML

Reference 1

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verified exact
local_arxiv, observed 2026-08-14T10:05:23.517292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 68ceba4c-4b8f-4c1b-b1c1-a6283cf81988 · outbound

This paper cites average model accuracy.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML average model accuracy

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 4c23cd7c-4617-4827-ae21-775618b17c42 · outbound

This paper cites An ML model is software derived from data.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML An ML model is software derived from data

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 532fcfad-06ef-4760-b1ab-9e52d0751440 · outbound

This paper cites We speculate that this relates to the extra challenges introduced by EGML, and believe this area is primed for disruptive research, as we discuss in more details in § 4.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML We speculate that this relates to the extra challenges introduced by EGML, and believe this area is primed for disruptive research, as we discuss in more details in § 4

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-14T10:05:24.626995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.099872Z digest=sha256:f60f45934aa6e0a4909235cb40508b71ebae042b146ed47ede131aba72290a68

Observation 3915b478-4e7e-496d-b5c5-3d20702b01a2 · outbound

This paper cites automate it, and don’t get me sued.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML automate it, and don’t get me sued

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.105154Z digest=sha256:efad392f61b8e7ed6abed11ed9e181bde56d8222c8855d86f7cf455ba461c4c3

Observation e2f19457-4267-4d6d-98d9-5f5876b13d49 · outbound

This paper cites We summarize some key challenges below and present some of our ongoing work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML We summarize some key challenges below and present some of our ongoing work

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 1e993eee-6558-40ab-9891-d47785fff4c0 · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 73905205-2c03-48cc-9aa8-a238a4492bb4 · outbound

This paper cites https://calcite.apache.org.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://calcite.apache.org

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 8954c8e9-139e-4155-9d9a-edfcaa244df8 · outbound

This paper cites https://docs.microsoft.com/en-us/analysis-services/ analysis-services-overview, 2000.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://docs.microsoft.com/en-us/analysis-services/ analysis-services-overview, 2000

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation e1343454-c790-45b0-b577-201ec6d6bf84 · outbound

This paper cites https://mahout.apache.org, 2011.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://mahout.apache.org, 2011

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 98296ff5-e70d-43e8-bb53-72f7b34a0c11 · outbound

This paper cites https://docs.microsoft.com/en-us/sql/advanced-analytics/, 2017.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://docs.microsoft.com/en-us/sql/advanced-analytics/, 2017

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation f154e1d0-bb25-44d1-a0d1-9d43ced8f9fa · outbound

This paper cites https://www.kaggle.com/paultimothymooney/ 2018-kaggle-machine-learning-data-science-survey, 2018.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://www.kaggle.com/paultimothymooney/ 2018-kaggle-machine-learning-data-science-survey, 2018

Reference 12

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raw_fallback, observed 2026-08-14T10:05:24.454901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.143886Z digest=sha256:181be42d2410a831c58a8450dd82864558a3310e24be9de7ca37d7561780d92d

Observation be84ac04-a47a-4503-9972-ab8839f9f1eb · outbound

This paper cites https: //cloud.google.com/bigquery-ml/docs/bigqueryml-intro, 2018.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https: //cloud.google.com/bigquery-ml/docs/bigqueryml-intro, 2018

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation ba18ab43-2386-410a-84f1-4b49d0382bb6 · outbound

This paper cites https://eng.uber.com/scaling-michelangelo/, 2018.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://eng.uber.com/scaling-michelangelo/, 2018

Reference 14

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raw_fallback, observed 2026-08-14T10:05:24.411166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 347f3f06-97ba-4539-b0c9-8fc9a554f613 · outbound

This paper cites https://engineering.linkedin.com/blog/2019/01/ scaling-machine-learning-productivity-at-linkedin, 2018.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://engineering.linkedin.com/blog/2019/01/ scaling-machine-learning-productivity-at-linkedin, 2018

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.159099Z digest=sha256:a109887b6de30f125bb34eb0cb7e7c123d5784db3a3e7f702d87723c5e8d7ec6

Observation 9a333515-e47e-4f83-b983-65b6b9381876 · outbound

This paper cites https://aws.amazon.com/sagemaker/, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://aws.amazon.com/sagemaker/, 2019

Reference 16

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raw_fallback, observed 2026-08-14T10:05:24.375323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.163903Z digest=sha256:609947e887cd878bbacfaa93dc3a01cebf90b11c16b9a48cc47e8ce0bdec952a

Observation c9d3c3b2-d998-462d-9c87-1c8a8f212ed4 · outbound

This paper cites https://hadoop.apache.org, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://hadoop.apache.org, 2019

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation cd14c1b7-0cb1-40e2-a915-82e02e2617bc · outbound

This paper cites https://azure.microsoft.com/ en-us/services/machine-learning-service/, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://azure.microsoft.com/ en-us/services/machine-learning-service/, 2019

Reference 18

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raw_fallback, observed 2026-08-14T10:05:24.335989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 746e2289-ac1e-4223-bb79-2357526db229 · outbound

This paper cites https://cloud.google.com/ai-platform/, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://cloud.google.com/ai-platform/, 2019

Reference 19

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raw_fallback, observed 2026-08-14T10:05:24.315479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.179218Z digest=sha256:91ee1e19cc6b10b6b0ca8f65cc2781544b3d98b17628e138475b4dcf69cec811

Observation 3a511e8a-f583-476c-93b8-f6a05b135ec3 · outbound

This paper cites https://kubeflow.org, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://kubeflow.org, 2019

Reference 20

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raw_fallback, observed 2026-08-14T10:05:24.294609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 08322ea6-8ef7-41b5-83b7-d96b6c7ea235 · outbound

This paper cites https://docs.microsoft.com/en-us/NimbusML, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://docs.microsoft.com/en-us/NimbusML, 2019

Reference 21

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raw_fallback, observed 2026-08-14T10:05:24.269454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.189802Z digest=sha256:c2515114e1abab2845e5a07e93ad10d62819de41c1b7e933eeb4e1a93b5c4a52

Observation 52a3c8dd-0678-4ce0-8681-024ce94a9be0 · outbound

This paper cites https://github.com/Microsoft/onnxruntime, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://github.com/Microsoft/onnxruntime, 2019

Reference 22

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raw_fallback, observed 2026-08-14T10:05:24.251952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation c1eebc1e-5c29-44b8-83c9-6f3ebbf971a5 · outbound

This paper cites https://www.microsoft.com/en-us/sql-server/sql-server-2019, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://www.microsoft.com/en-us/sql-server/sql-server-2019, 2019

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 67b27ea4-fc44-4e59-8160-a979147d8d38 · outbound

This paper cites https://pandas.pydata.org/, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://pandas.pydata.org/, 2019

Reference 24

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raw_fallback, observed 2026-08-14T10:05:24.215222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 2322418f-b70d-40bd-9a73-4af7f7579b93 · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation b3a84bda-9dc6-4bb4-818e-646593245b5f · outbound

This paper cites Agarwal, B.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Agarwal, B

Reference 26

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raw_fallback, observed 2026-08-14T10:05:24.178855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation f6829ff5-799b-4598-b3b0-305db3a560dd · outbound

This paper cites Ahmed, S.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Ahmed, S

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation bf8887be-9aa9-452a-bba8-421b37cd6ee8 · outbound

This paper cites Atkinson, D.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Atkinson, D

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation f2d7a646-1aad-410a-b6c6-dbd82f0aac2c · outbound

This paper cites https://atlas.apache.org/, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://atlas.apache.org/, 2019

Reference 29

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raw_fallback, observed 2026-08-14T10:05:24.125078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.234480Z digest=sha256:7d4f4d7820453a09719f481ca9ce3fe3266afcdf2f80a4d59de24ad8dbd7b4b6

Observation 4f251bdb-91f2-4589-b320-28f86bd21f61 · outbound

This paper cites Baylor, E.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Baylor, E

Reference 30

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raw_fallback, observed 2026-08-14T10:05:24.107452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 7807b411-2768-4130-bc3f-951c8ec8eeb7 · outbound

This paper cites Carlini, C.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Carlini, C

Reference 31

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raw_fallback, observed 2026-08-14T10:05:24.089583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.244692Z digest=sha256:777fb5185efb08d6ea64a8103d30e8ce5d425e2430c1332757cc2073f5cb605d

Observation f5f07049-3e8f-4853-992d-b631b349d639 · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 32

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.249496Z digest=sha256:13077ea26319a1faec0e22333b5cd0e9ac435e53d19ad5cd5dd59a9241a44e0f

Observation 4e91585c-ca0d-4797-9dd4-e4d8f7be386b · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 33

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unresolved
raw_fallback, observed 2026-08-14T10:05:24.049284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.254131Z digest=sha256:da98c0ba6c5c6636c809196a830e46585442c1297872092d5e6c837d08022078

Observation 88693e4b-5cff-4d33-a09d-43633c7f6ded · outbound

This paper cites Crankshaw, X.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Crankshaw, X

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:24.029023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.258986Z digest=sha256:ad19618ac5aad459890b4cfa29a3d2d18ac4781b28fa0d1c60da8f13e8c1f2cc

Observation d55e5e1c-938c-4282-b594-a21edb14d306 · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:05:24.012864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.263760Z digest=sha256:15388381614efe0fb05df7e31ab9fb4d4feba6d9187f3570331e61b87a3032df

Observation 8cab8fec-b80c-4fa0-8c38-3bc9f7da6e9c · outbound

This paper cites Curino, S.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Curino, S

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.996264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.269115Z digest=sha256:97459fadb8e91cb728937f0ea99b8fc4eac68e3117f7dc2f2c49f52922161cda

Observation 118ec58d-4eb9-4952-a915-96dccba00c79 · outbound

This paper cites Floratou, A.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Floratou, A

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.978270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.274131Z digest=sha256:90f8d2636d81dbf0c2d64ee7d33d1d8f033bd5cc08bcee18f88e61ac5499edce

Observation 8dcaafd8-14f8-4d2f-824b-42671a0ef164 · outbound

This paper cites Florescu and D.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Florescu and D

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.956839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.279140Z digest=sha256:89b987acb029a4cc7b07d4078c85c3cff74cafa8be632cf662089c8a07793d86

Observation 0ef18786-2491-4856-a6a8-0652176d9086 · outbound

This paper cites https://gdpr-info.eu/, 2016.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://gdpr-info.eu/, 2016

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.939180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.283886Z digest=sha256:f1b63e96a348be706ebdceecc9647e1ca4c309b638c8b9f6e89296358dc2145a

Observation a7b3b13b-3dbf-4981-980b-e87fb3f67b35 · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:05:23.922006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.288657Z digest=sha256:ba41a0edee5fb2501079e4552c59bd485954519d37b04cd245d26a7803315535

Observation df27db27-6a23-42dc-9294-df6b2f70ac76 · outbound

This paper cites Hutchison, B.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Hutchison, B

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.905998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.293268Z digest=sha256:726ea6e329d578b089a93923be5afd5b1dc9d22b166729e197188a2d57aa87b4

Observation a7187434-054e-4666-b31a-515c768348cb · outbound

This paper cites Hutter, L.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Hutter, L

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.889193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.298709Z digest=sha256:f2b13c41430fda66d5f63a051ff86053ebf3b179821475a9491c9a3dd9ada9f7

Observation 479711f3-93f4-4e3e-a3de-07a25a76c8c6 · outbound

This paper cites https://mlflow.org, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://mlflow.org, 2019

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.724039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.344060Z digest=sha256:ed9a2aa6e3286dc2e2388fb6119a235143bddfb15a83c203cef15fd2ad65c34d

Observation d7b0d3eb-0969-4c7f-ac05-2c4a3a117c2f · outbound

This paper cites Jalaparti, C.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Jalaparti, C

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.840422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.308541Z digest=sha256:cd39cdf1154ed221d7e9f6e7775ff9756966a00f38bcbf764e33a1e7d6a98fea

Observation 66e756f9-8479-4007-b0b1-6940e946e127 · outbound

This paper cites Query and Resource Optimizations: A Case for Breaking the Wall in Big Data Systems.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Query and Resource Optimizations: A Case for Breaking the Wall in Big Data Systems

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-14T10:05:23.492603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.313269Z digest=sha256:25408bffb50ccb1b9fdf59feef1735641b9a1e04a8fe5ffc51f7ce70a1178c68

Observation f1ec246d-34a6-4b63-847c-b43b2f3d313c · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:05:23.822161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.319221Z digest=sha256:592e3454dd736a1e8e9cc4e0a4c797c7329f9eb5d13141c2d6c004ac8736e592

Observation 2b858669-3ec3-436f-bfd3-31e05749d013 · outbound

This paper cites https://www.kaggle.com/datasets, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://www.kaggle.com/datasets, 2019

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.802793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.324066Z digest=sha256:fd241be8e4142f5ebd4ab6c69317c134ff5340ebc83cc21f3b660bfd046a8b2e

Observation 57ab0247-1ef9-466e-b2be-bc2aa005db37 · outbound

This paper cites Karanasos, M.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Karanasos, M

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.784304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.329230Z digest=sha256:d621fd3d1ac0bf9e47e5b5f1c7357952b543de6dbd4b9ee5f485ea956137a5cb

Observation 6eebc112-55e8-4ba7-89ba-7efd39bbb68d · outbound

This paper cites Kunft, A.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Kunft, A

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.759022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.334219Z digest=sha256:b05362cab82fc468fed9e04a2705673ea978a76e2d896474657a5f5999649b30

Observation d38f62b7-59d5-4a04-8739-52520ab47507 · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:05:23.741059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.339360Z digest=sha256:3541313964aa5542b263c1526e4bdd3d57e65f22c5f9a06e987f48045aba2575

Observation e3f91668-c39a-4dc5-9efd-4b732cb6f932 · outbound

This paper cites Siddiqui, A.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Siddiqui, A

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.600502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.383767Z digest=sha256:b99d0f9d7a299a0a6dadfd1782fdf3496b03a8734fef952bb6a4b6b684c38c26

Observation 9ee5347a-2854-4c77-87ac-798d63c98316 · outbound

This paper cites https://spark.apache.org/docs/latest/ml-guide.html, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://spark.apache.org/docs/latest/ml-guide.html, 2019

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.703310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.349121Z digest=sha256:09a0de46c8ff4991c820d82a4b5c81190221b10f7c4155d2cec1493162f470bc

Observation bec7420d-58c1-451f-b23e-e6cf89cffa9b · outbound

This paper cites Narayan, V.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Narayan, V

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.682114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.353862Z digest=sha256:d181d0d0f6dde7e894c28d3d6fb9c25adc325f2f19c32d538f616d3e96925de8

Observation a07b025d-7b7b-42b3-9950-61cdb05577a3 · outbound

This paper cites Olston, F.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Olston, F

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.662812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.358639Z digest=sha256:301f0c13f69cd2000c7a1d6ff4b59db77f12b6c0848cb144b8383c7513103780

Observation 597196de-661a-49a0-8ffa-a4e1d392b677 · outbound

This paper cites https://onnx.ai.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://onnx.ai

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.640067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.363367Z digest=sha256:130df1464d9a50a63b5cd3b591c7a899cd0e1d26ab1a82f55aea3a208b3c54c9

Observation dc8b0edd-2a9e-4ac6-8015-75046f45273b · outbound

This paper cites Data Science through the looking glass and what we found there.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Data Science through the looking glass and what we found there

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-14T10:05:23.466345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.368165Z digest=sha256:c6c0a8764906f9bc06a7632e078c9c8ef651099eabfc42240d24c8a4e2cf4d77

Observation d0740db5-cebd-43c7-9095-51f4c2046415 · outbound

This paper cites Ramachandra, K.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Ramachandra, K

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.619364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.373384Z digest=sha256:76e9e879aa3dd0f6991c3dacc344a20b86a60354cf3736e5edeee84ef44178c0

Observation 369b564a-7e51-4295-9f2b-7c0a4f6d6027 · outbound

This paper cites Horovod: fast and easy distributed deep learning in TensorFlow.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Horovod: fast and easy distributed deep learning in TensorFlow

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-14T10:05:23.378301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:05:23.378301Z digest=sha256:24fd191b2a926c8cb8c1ec5b9cf29467a548c7a3a6b6d2e9cfb1c5c344259a54

Observation a2a476da-28f3-45f8-9bcc-4998d228ed42 · outbound

This paper cites https://tinyurl.com/sqlserver2017, 2019.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://tinyurl.com/sqlserver2017, 2019

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.575775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.388919Z digest=sha256:b3408da4239235291f278e47b91eeb483e10b527d5be0d420337fce02c49b9c1

Observation ebeff1a7-c38e-4983-a031-fd5854c6cc88 · outbound

This paper cites Viswanathan, A.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Viswanathan, A

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:05:23.554070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.393790Z digest=sha256:40feadb1a6adaa29de8c736f565d10d42dcc079b8fee6c2aa31aadf4306fc9ff

Observation f3c7710d-36f8-4ca9-9b10-f81fcc0082bf · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:05:23.535499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.399031Z digest=sha256:4ad7192da163d8f10cd61f3a4a081b297d82be937945027d115cf0510e5f6345

Observation e5ce568a-ebf3-47e1-a5f0-780f07f78c50 · outbound

This paper cites an unresolved cited work.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work

Reference 2018

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:05:23.867920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.303336Z digest=sha256:72e9272c1d9afed1c952ca90ebdd9694573026f68f2321cde1a59e66bf623b6a

Pith citing papers

Observation aba6d5f1-942d-4d0b-8b65-27c5c436cf62 · inbound

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML cites this paper.

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-14T10:05:23.517292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T10:05:23.079867Z digest=sha256:841877fe2340860393fd06efad070fb56bdf4b1e1fb2251d902f6184ef7737cf