Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T10:05:23.399031Z
Paper Citation Record · LEDGER
As of 19 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T10:05:23.399031Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T10:05:23.079867Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-14T10:05:23.511684Z
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation aba6d5f1-942d-4d0b-8b65-27c5c436cf62 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 68ceba4c-4b8f-4c1b-b1c1-a6283cf81988 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML average model accuracy
Reference 2
Source-reported events for the cited work
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Observation 4c23cd7c-4617-4827-ae21-775618b17c42 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML An ML model is software derived from data
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 532fcfad-06ef-4760-b1ab-9e52d0751440 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3915b478-4e7e-496d-b5c5-3d20702b01a2 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML automate it, and don’t get me sued
Reference 5
Source-reported events for the cited work
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Observation e2f19457-4267-4d6d-98d9-5f5876b13d49 · outbound
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
Source-reported events for the cited work
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Observation 1e993eee-6558-40ab-9891-d47785fff4c0 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation 73905205-2c03-48cc-9aa8-a238a4492bb4 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://calcite.apache.org
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8954c8e9-139e-4155-9d9a-edfcaa244df8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e1343454-c790-45b0-b577-201ec6d6bf84 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://mahout.apache.org, 2011
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 98296ff5-e70d-43e8-bb53-72f7b34a0c11 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f154e1d0-bb25-44d1-a0d1-9d43ced8f9fa · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation be84ac04-a47a-4503-9972-ab8839f9f1eb · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ba18ab43-2386-410a-84f1-4b49d0382bb6 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://eng.uber.com/scaling-michelangelo/, 2018
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 347f3f06-97ba-4539-b0c9-8fc9a554f613 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9a333515-e47e-4f83-b983-65b6b9381876 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://aws.amazon.com/sagemaker/, 2019
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c9d3c3b2-d998-462d-9c87-1c8a8f212ed4 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://hadoop.apache.org, 2019
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cd14c1b7-0cb1-40e2-a915-82e02e2617bc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 746e2289-ac1e-4223-bb79-2357526db229 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://cloud.google.com/ai-platform/, 2019
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3a511e8a-f583-476c-93b8-f6a05b135ec3 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://kubeflow.org, 2019
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 08322ea6-8ef7-41b5-83b7-d96b6c7ea235 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://docs.microsoft.com/en-us/NimbusML, 2019
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 52a3c8dd-0678-4ce0-8681-024ce94a9be0 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://github.com/Microsoft/onnxruntime, 2019
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c1eebc1e-5c29-44b8-83c9-6f3ebbf971a5 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 67b27ea4-fc44-4e59-8160-a979147d8d38 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://pandas.pydata.org/, 2019
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2322418f-b70d-40bd-9a73-4af7f7579b93 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b3a84bda-9dc6-4bb4-818e-646593245b5f · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Agarwal, B
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f6829ff5-799b-4598-b3b0-305db3a560dd · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Ahmed, S
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bf8887be-9aa9-452a-bba8-421b37cd6ee8 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Atkinson, D
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f2d7a646-1aad-410a-b6c6-dbd82f0aac2c · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://atlas.apache.org/, 2019
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4f251bdb-91f2-4589-b320-28f86bd21f61 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Baylor, E
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7807b411-2768-4130-bc3f-951c8ec8eeb7 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Carlini, C
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f5f07049-3e8f-4853-992d-b631b349d639 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4e91585c-ca0d-4797-9dd4-e4d8f7be386b · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 88693e4b-5cff-4d33-a09d-43633c7f6ded · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Crankshaw, X
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d55e5e1c-938c-4282-b594-a21edb14d306 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8cab8fec-b80c-4fa0-8c38-3bc9f7da6e9c · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Curino, S
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 118ec58d-4eb9-4952-a915-96dccba00c79 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Floratou, A
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8dcaafd8-14f8-4d2f-824b-42671a0ef164 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Florescu and D
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0ef18786-2491-4856-a6a8-0652176d9086 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://gdpr-info.eu/, 2016
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a7b3b13b-3dbf-4981-980b-e87fb3f67b35 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation df27db27-6a23-42dc-9294-df6b2f70ac76 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Hutchison, B
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a7187434-054e-4666-b31a-515c768348cb · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Hutter, L
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 479711f3-93f4-4e3e-a3de-07a25a76c8c6 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://mlflow.org, 2019
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d7b0d3eb-0969-4c7f-ac05-2c4a3a117c2f · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Jalaparti, C
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 66e756f9-8479-4007-b0b1-6940e946e127 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f1ec246d-34a6-4b63-847c-b43b2f3d313c · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2b858669-3ec3-436f-bfd3-31e05749d013 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://www.kaggle.com/datasets, 2019
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 57ab0247-1ef9-466e-b2be-bc2aa005db37 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Karanasos, M
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6eebc112-55e8-4ba7-89ba-7efd39bbb68d · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Kunft, A
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d38f62b7-59d5-4a04-8739-52520ab47507 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e3f91668-c39a-4dc5-9efd-4b732cb6f932 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Siddiqui, A
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9ee5347a-2854-4c77-87ac-798d63c98316 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bec7420d-58c1-451f-b23e-e6cf89cffa9b · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Narayan, V
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a07b025d-7b7b-42b3-9950-61cdb05577a3 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Olston, F
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 597196de-661a-49a0-8ffa-a4e1d392b677 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://onnx.ai
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dc8b0edd-2a9e-4ac6-8015-75046f45273b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d0740db5-cebd-43c7-9095-51f4c2046415 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Ramachandra, K
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 369b564a-7e51-4295-9f2b-7c0a4f6d6027 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2a476da-28f3-45f8-9bcc-4998d228ed42 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML https://tinyurl.com/sqlserver2017, 2019
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ebeff1a7-c38e-4983-a031-fd5854c6cc88 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Viswanathan, A
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f3c7710d-36f8-4ca9-9b10-f81fcc0082bf · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e5ce568a-ebf3-47e1-a5f0-780f07f78c50 · outbound
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML Unresolved cited work
Reference 2018
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aba6d5f1-942d-4d0b-8b65-27c5c436cf62 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.