Towards Next Generation Data Engineering Pipelines | Paper Citation Record

Observation 40c34b85-378e-48a1-8bad-d04fcb325c01 · outbound

This paper cites Four Generations in Data Engineering for Data Science.

Towards Next Generation Data Engineering Pipelines Four Generations in Data Engineering for Data Science

Reference 1

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Observation 94a77ea5-d14d-4680-824a-b6af53a10d4c · outbound

This paper cites The Challenges of Data Quality and Data Quality Assessment in the Big Data Era.

Towards Next Generation Data Engineering Pipelines The Challenges of Data Quality and Data Quality Assessment in the Big Data Era

Reference 2

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Observation 0756e37d-8d62-40a0-8369-dee0f354f00b · outbound

This paper cites GouDa - generation of universal data sets: improving analysis and evaluation of data preparation pipelines.

Towards Next Generation Data Engineering Pipelines GouDa - generation of universal data sets: improving analysis and evaluation of data preparation pipelines

Reference 3

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Observation be4d4c17-5977-4445-915e-d37714b117ea · outbound

This paper cites Ilyas and Xu Chu.

Towards Next Generation Data Engineering Pipelines Ilyas and Xu Chu

Reference 4

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Observation 3864a190-32f4-4cae-a87a-5f0e1ae565d3 · outbound

This paper cites DERM: A reference model for data engineering.

Towards Next Generation Data Engineering Pipelines DERM: A reference model for data engineering

Reference 5

Resolution: verified exact; doi, observed 2026-08-06T16:19:02.504718Z

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Observation 5b8ace07-6085-4c52-bf0f-a0d79c3390ca · outbound

This paper cites A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project.

Towards Next Generation Data Engineering Pipelines A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project

Reference 6

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Observation cfe8edf3-12ac-4cdd-b125-85df3db5a476 · outbound

This paper cites Self-Awareness as a Prerequisite for Self-Adaptivity in Computing Systems.

Towards Next Generation Data Engineering Pipelines Self-Awareness as a Prerequisite for Self-Adaptivity in Computing Systems

Reference 7

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Observation ed754591-e80a-4aa4-ba26-197b39bc76a2 · outbound

This paper cites Data Processing Pipeline for Eye-Tracking Analysis.

Towards Next Generation Data Engineering Pipelines Data Processing Pipeline for Eye-Tracking Analysis

Reference 8

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Observation 18411631-4674-4216-94fd-20836d84c79a · outbound

This paper cites A unified representation and transformation of multi-model data using category theory.

Towards Next Generation Data Engineering Pipelines A unified representation and transformation of multi-model data using category theory

Reference 9

Resolution: verified exact; doi, observed 2026-08-06T16:19:02.140214Z

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Observation 03427adb-de7d-4690-9928-e8d832e0ab27 · outbound

This paper cites Data Engineering for Data Science: Two Sides of the Same Coin.

Towards Next Generation Data Engineering Pipelines Data Engineering for Data Science: Two Sides of the Same Coin

Reference 10

Resolution: verified exact; doi, observed 2026-08-06T16:19:01.880923Z

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Observation 35cbfb20-48f1-4cf2-a1d5-a70eb1286c15 · outbound

This paper cites The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large.

Towards Next Generation Data Engineering Pipelines The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large

Reference 11

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Observation 1133a35d-b3c8-4d56-876d-772f4b8247c7 · outbound

This paper cites What About the Data? A Mapping Study on Data Engineering for AI Systems.

Towards Next Generation Data Engineering Pipelines What About the Data? A Mapping Study on Data Engineering for AI Systems

Reference 12

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Observation 22544497-827b-4451-973d-86389909c620 · outbound

This paper cites NIST Big Data Interoperability Framework: Volume 1, Definitions.

Towards Next Generation Data Engineering Pipelines NIST Big Data Interoperability Framework: Volume 1, Definitions

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:14.102889Z

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Observation 5cb83274-5eb8-4ccb-b7a7-67cb84b7eaf6 · outbound

This paper cites Challenging Big Data Engineering: Positioning of Current and Future Development.

Towards Next Generation Data Engineering Pipelines Challenging Big Data Engineering: Positioning of Current and Future Development

Reference 14

Resolution: verified exact; doi, observed 2026-08-06T16:19:01.614329Z

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Observation f8181db7-1c87-4bf4-ade5-b1612e73ccd8 · outbound

This paper cites Atkinson, Michelle Galea, Tan Fong Ang, Paul Martin, and Jano I.

Towards Next Generation Data Engineering Pipelines Atkinson, Michelle Galea, Tan Fong Ang, Paul Martin, and Jano I

Reference 15

Resolution: verified exact; doi, observed 2026-08-06T16:19:01.390862Z

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Observation 2284ebe6-6d11-42f9-8c80-0430df611a18 · outbound

This paper cites Mahadi Hassan, Micah J.

Towards Next Generation Data Engineering Pipelines Mahadi Hassan, Micah J

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T16:19:01.143652Z

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Observation 03340358-19f9-4b9d-aa6c-fbd902eae405 · outbound

This paper cites Parameswaran.

Towards Next Generation Data Engineering Pipelines Parameswaran

Reference 17

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Observation 7eada81a-f551-4013-8b0e-9237d1cbb8d8 · outbound

This paper cites BoostClean: Automated Error Detection and Repair for Machine Learning.

Towards Next Generation Data Engineering Pipelines BoostClean: Automated Error Detection and Repair for Machine Learning

Reference 18

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Observation dc47e29c-8163-4f83-94c6-cdc3ea9b55fd · outbound

This paper cites Ilyas, and Christopher R \' e.

Towards Next Generation Data Engineering Pipelines Ilyas, and Christopher R \' e

Reference 19

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Observation 30579814-a446-4425-8d80-726231629518 · outbound

This paper cites Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning.

Towards Next Generation Data Engineering Pipelines Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning

Reference 20

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Observation dbb3a155-d975-466f-8cdd-ef592cbb0c9b · outbound

This paper cites Ilyas, Mourad Ouzzani, Paolo Papotti, Nan Tang, and Yin Ye.

Towards Next Generation Data Engineering Pipelines Ilyas, Mourad Ouzzani, Paolo Papotti, Nan Tang, and Yin Ye

Reference 21

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Observation e010e491-a227-4679-be6e-4d6fafaed3f3 · outbound

This paper cites Data Preparation: A Survey of Commercial Tools.

Towards Next Generation Data Engineering Pipelines Data Preparation: A Survey of Commercial Tools

Reference 22

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:19:08.846105Z

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Observation 9c392eb5-99bb-4c59-8074-255c977f6666 · outbound

This paper cites Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker, and Nan Tang.

Towards Next Generation Data Engineering Pipelines Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker, and Nan Tang

Reference 23

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Observation ab76c142-cba3-4f79-add8-72450a41f533 · outbound

This paper cites SAGA: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications.

Towards Next Generation Data Engineering Pipelines SAGA: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:44.474675Z

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Observation a6f41fb7-33f8-488d-b408-360c9512adf7 · outbound

This paper cites Lindstaedt, Arnab Phani, Benjamin Rath, Berthold Reinwald, Shafaq Siddiqui, and Sebastian Benjamin Wrede.

Towards Next Generation Data Engineering Pipelines Lindstaedt, Arnab Phani, Benjamin Rath, Berthold Reinwald, Shafaq Siddiqui, and Sebastian Benjamin Wrede

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:13.321832Z

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Observation 067fa20d-4423-4ef7-bc5f-f58ef4e9cec0 · outbound

This paper cites From Cleaning before ML to Cleaning for ML.

Towards Next Generation Data Engineering Pipelines From Cleaning before ML to Cleaning for ML

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:12.996169Z

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Observation ce0a72c7-5028-492a-91b2-fb02eedfdb1f · outbound

This paper cites Paritosh, and Lora Aroyo.

Towards Next Generation Data Engineering Pipelines Paritosh, and Lora Aroyo

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:44.845270Z

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Observation af20534e-0d0c-466f-bf0a-71abb1bf04e2 · outbound

This paper cites Wang, Henry B.

Towards Next Generation Data Engineering Pipelines Wang, Henry B

Reference 28

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:19:08.318269Z

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Observation ee335dc4-6420-4461-b28f-524d6137efeb · outbound

This paper cites Wang, Veda C.

Towards Next Generation Data Engineering Pipelines Wang, Veda C

Reference 29

Resolution: verified exact; doi, observed 2026-08-06T16:19:00.879937Z

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Observation 2cf102f1-7455-4173-a785-4a4da8951840 · outbound

This paper cites Blake and Paul Mangiameli.

Towards Next Generation Data Engineering Pipelines Blake and Paul Mangiameli

Reference 30

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:19:07.875397Z

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Observation 8c2b710f-3c43-41bd-b7de-ff9297953421 · outbound

This paper cites Requirements for Data Quality Metrics.

Towards Next Generation Data Engineering Pipelines Requirements for Data Quality Metrics

Reference 31

Resolution: verified exact; doi, observed 2026-08-06T16:19:00.568298Z

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Observation 1c881a64-4387-492c-8771-78050bee9a7d · outbound

This paper cites Automating Large-Scale Data Quality Verification.

Towards Next Generation Data Engineering Pipelines Automating Large-Scale Data Quality Verification

Reference 32

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Observation c264d572-5459-4d5d-aebd-bc8ea426cd29 · outbound

This paper cites An Advanced Big Data Quality Framework Based on Weighted Metrics.

Towards Next Generation Data Engineering Pipelines An Advanced Big Data Quality Framework Based on Weighted Metrics

Reference 33

Resolution: verified exact; doi, observed 2026-08-06T16:19:00.211483Z

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Observation 276110cb-0a34-48e8-b365-d94ad012795e · outbound

This paper cites Ilyas, and Theodoros Rekatsinas.

Towards Next Generation Data Engineering Pipelines Ilyas, and Theodoros Rekatsinas

Reference 34

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Observation c1250404-282d-4db8-beaf-d2052589f7c1 · outbound

This paper cites Raha: A Configuration-Free Error Detection System.

Towards Next Generation Data Engineering Pipelines Raha: A Configuration-Free Error Detection System

Reference 35

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Observation ed1b85c4-e91a-4df4-ba91-78d2f8c40ed1 · outbound

This paper cites Exploratory Training: When Annonators Learn About Data.

Towards Next Generation Data Engineering Pipelines Exploratory Training: When Annonators Learn About Data

Reference 36

Resolution: verified exact; doi, observed 2026-08-06T16:18:59.857478Z

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Observation 68c935bb-21fc-4e92-a166-7089ba633af7 · outbound

This paper cites Visual Interactive Creation, Customization, and Analysis of Data Quality Metrics.

Towards Next Generation Data Engineering Pipelines Visual Interactive Creation, Customization, and Analysis of Data Quality Metrics

Reference 37

Resolution: verified exact; doi, observed 2026-08-06T16:18:59.519113Z

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Observation ebfbc258-4623-433f-b239-b96d8e04db31 · outbound

This paper cites o rl. FAIR is not enough - A Metrics Framework to ensure Data Quality through Data Preparation . In BTW , volume P-331 of LNI , pages 917--929. Gesellschaft f \.

Towards Next Generation Data Engineering Pipelines o rl. FAIR is not enough - A Metrics Framework to ensure Data Quality through Data Preparation . In BTW , volume P-331 of LNI , pages 917--929. Gesellschaft f \

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:46.128170Z

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Observation ec7c24bb-e746-472b-9ed1-f1cd15e44842 · outbound

This paper cites a mper, Ralf Diestelk \.

Towards Next Generation Data Engineering Pipelines a mper, Ralf Diestelk \

Reference 39

Resolution: verified exact; doi, observed 2026-08-06T16:18:59.122839Z

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Observation 428eb458-3442-4c21-8bb9-2c47c38a6302 · outbound

This paper cites noWorkflow: Capturing and Analyzing Provenance of Scripts.

Towards Next Generation Data Engineering Pipelines noWorkflow: Capturing and Analyzing Provenance of Scripts

Reference 40

Resolution: verified exact; doi, observed 2026-08-06T16:18:58.742743Z

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Observation 36dd8162-afe2-4d83-9672-766d80b8b989 · outbound

This paper cites Capturing and querying fine-grained provenance of preprocessing pipelines in data science.

Towards Next Generation Data Engineering Pipelines Capturing and querying fine-grained provenance of preprocessing pipelines in data science

Reference 41

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:19:07.197632Z

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Observation 368701ce-cc81-4492-a63c-22e5cd2310ca · outbound

This paper cites Data distribution debugging in machine learning pipelines.

Towards Next Generation Data Engineering Pipelines Data distribution debugging in machine learning pipelines

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:46.660215Z

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Observation cdfcaff6-c6d0-4f25-9108-5fda5092d033 · outbound

This paper cites Fair preprocessing: towards understanding compositional fairness of data transformers in machine learning pipeline.

Towards Next Generation Data Engineering Pipelines Fair preprocessing: towards understanding compositional fairness of data transformers in machine learning pipeline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:46.764359Z

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Observation 079e99aa-4eec-4b8f-b5d6-63e9fdd0b989 · outbound

This paper cites Towards Explaining the Effects of Data Preprocessing on Machine Learning.

Towards Next Generation Data Engineering Pipelines Towards Explaining the Effects of Data Preprocessing on Machine Learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:46.899502Z

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Observation 013d21c9-b9f5-41b2-a139-7dadde31483a · outbound

This paper cites Dead or Alive: Continuous Data Profiling for Interactive Data Science.

Towards Next Generation Data Engineering Pipelines Dead or Alive: Continuous Data Profiling for Interactive Data Science

Reference 45

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Observation e4df4c95-783c-49fa-a5d6-dfd6913d886a · outbound

This paper cites Data Profiling.

Towards Next Generation Data Engineering Pipelines Data Profiling

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:47.151185Z

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Observation 3436a317-46ec-4dcd-9f7e-9b2402f0c8fa · outbound

This paper cites Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines.

Towards Next Generation Data Engineering Pipelines Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines

Reference 48

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Observation 4e97e5b3-d4f6-401a-8497-85f15606a431 · outbound

This paper cites Parameswaran.

Towards Next Generation Data Engineering Pipelines Parameswaran

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:47.546129Z

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Observation ce2fca88-5788-4b9c-973b-142dc610ed1d · outbound

This paper cites A DaQL to Monitor Data Quality in Machine Learning Applications.

Towards Next Generation Data Engineering Pipelines A DaQL to Monitor Data Quality in Machine Learning Applications

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:47.659269Z

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Observation d88c3220-2028-491c-8d72-0c332fbad8fd · outbound

This paper cites DaQL 2.0: Measure Data Quality based on Entity Models.

Towards Next Generation Data Engineering Pipelines DaQL 2.0: Measure Data Quality based on Entity Models

Reference 51

Resolution: verified exact; doi, observed 2026-08-06T16:18:58.455980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2f94c143-25fb-4fba-9b4a-93fb3e676313 · outbound

This paper cites Real-Time Monitoring of Data Pipelines: Exploring and Experimentally Proving that the Continuous Monitoring in Data Pipelines Reduces Cost and Elevates Quality.

Towards Next Generation Data Engineering Pipelines Real-Time Monitoring of Data Pipelines: Exploring and Experimentally Proving that the Continuous Monitoring in Data Pipelines Reduces Cost and Elevates Quality

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:12.618911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 07e4821b-96d4-4c39-b7d8-f0d55af075d8 · outbound

This paper cites Schuler, Jitin Singla, Brinda Vallat, Kate L.

Towards Next Generation Data Engineering Pipelines Schuler, Jitin Singla, Brinda Vallat, Kate L

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:48.097225Z

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Observation c81970a9-042b-4869-933a-df366cb6bf88 · outbound

This paper cites An Empirical Study on the Design and Evolution of NoSQL Database Schemas.

Towards Next Generation Data Engineering Pipelines An Empirical Study on the Design and Evolution of NoSQL Database Schemas

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:48.661781Z

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Observation a1914ddf-841d-4de2-9108-9bf488ec2918 · outbound

This paper cites Schema Evolution in Wikipedia - Toward a Web Information System Benchmark.

Towards Next Generation Data Engineering Pipelines Schema Evolution in Wikipedia - Toward a Web Information System Benchmark

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:12.200356Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d12e214-8898-41c5-baff-4d94962b8bbb · outbound

This paper cites Self-healing and self-repairing technologies.

Towards Next Generation Data Engineering Pipelines Self-healing and self-repairing technologies

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:11.809922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation da0be5f1-c65e-4229-ab64-18ebc8b7b24b · outbound

This paper cites DeBinelle: Semantic Patches for Coupled Database-Application Evolution.

Towards Next Generation Data Engineering Pipelines DeBinelle: Semantic Patches for Coupled Database-Application Evolution

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:53.008184Z

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Observation 428fe486-fac4-4bf2-9961-0b99e8951fac · outbound

This paper cites Schuler and Carl Kesselman.

Towards Next Generation Data Engineering Pipelines Schuler and Carl Kesselman

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:53.188784Z

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Observation f9a8542b-6230-4250-8118-0efbd9f7f5e6 · outbound

This paper cites Understanding Uncertainty in Self-adaptive Systems.

Towards Next Generation Data Engineering Pipelines Understanding Uncertainty in Self-adaptive Systems

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:53.307232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19f505fc-5681-42f2-a252-0a0fe1540be6 · outbound

This paper cites Uncertainty in Self-Adaptive Systems: A Research Community Perspective.

Towards Next Generation Data Engineering Pipelines Uncertainty in Self-Adaptive Systems: A Research Community Perspective

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:19:05.817326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d501fa8c-e994-4810-bb39-d0822030c526 · outbound

This paper cites o rl, Daniel M \.

Towards Next Generation Data Engineering Pipelines o rl, Daniel M \

Reference 61

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:19:05.372021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bd54e1f3-ac28-414f-bec4-0f4089822d44 · outbound

This paper cites Reducing Ambiguity in Json Schema Discovery.

Towards Next Generation Data Engineering Pipelines Reducing Ambiguity in Json Schema Discovery

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:53.618032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc023766-9ba6-4736-9a96-97523abe85c6 · outbound

This paper cites Compound Schema Registry.

Towards Next Generation Data Engineering Pipelines Compound Schema Registry

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:18:58.158162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5f1b989c-ee61-48d2-8700-aad06d443bbc · outbound

This paper cites Control-Theoretical Software Adaptation: A Systematic Literature Review.

Towards Next Generation Data Engineering Pipelines Control-Theoretical Software Adaptation: A Systematic Literature Review

Reference 64

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:19:04.830517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3c3c7c93-03a1-4970-aec4-37e1c74d5afc · outbound

This paper cites Agent-Driven Automatic Software Improvement.

Towards Next Generation Data Engineering Pipelines Agent-Driven Automatic Software Improvement

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:53.988696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8520fca-c0d0-4a57-a1de-d85f9eb9c93f · outbound

This paper cites Fuzzy Self-Adaptation of Mission-Critical Software Under Uncertainty.

Towards Next Generation Data Engineering Pipelines Fuzzy Self-Adaptation of Mission-Critical Software Under Uncertainty

Reference 66

Resolution: verified exact; doi, observed 2026-08-06T16:18:57.904811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c91df8ca-20af-444e-affa-bedb5c32f194 · outbound

This paper cites Towards Evolution Capabilities in Data Pipelines.

Towards Next Generation Data Engineering Pipelines Towards Evolution Capabilities in Data Pipelines

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:11.363646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b344b8bf-e27e-4ee2-b61f-720684b7cf4a · outbound

This paper cites Franklin, and Eugene Wu.

Towards Next Generation Data Engineering Pipelines Franklin, and Eugene Wu

Reference 68

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T16:19:04.319031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50879f76-1b1d-42c5-a417-e1546ed087d2 · outbound

This paper cites What can Data-Centric AI Learn from Data and ML Engineering?.

Towards Next Generation Data Engineering Pipelines What can Data-Centric AI Learn from Data and ML Engineering?

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:54.488535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1b91f72-aa9d-432f-87f9-0d660be4d2a9 · outbound

This paper cites Johnson, Gyorgy Simon, and Constantin Aliferis.

Towards Next Generation Data Engineering Pipelines Johnson, Gyorgy Simon, and Constantin Aliferis

Reference 70

Resolution: verified exact; doi, observed 2026-08-06T16:18:57.638807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9cc6aeb6-19c9-4e29-b701-4dad951ee39b · outbound

This paper cites Towards an End-to-End Data Quality Optimizer.

Towards Next Generation Data Engineering Pipelines Towards an End-to-End Data Quality Optimizer

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:54.737601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ee479b9-5cd2-476b-ba0d-d295106e6bab · outbound

This paper cites Empirical comparison of supervised learning techniques for missing value imputation.

Towards Next Generation Data Engineering Pipelines Empirical comparison of supervised learning techniques for missing value imputation

Reference 72

Resolution: verified exact; doi, observed 2026-08-06T16:18:57.388212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 731f060b-0590-4b7f-aafc-8e9ec9c40b4f · outbound

This paper cites Kamrul Hasan, Md.

Towards Next Generation Data Engineering Pipelines Kamrul Hasan, Md

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:11.042201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9c52985-0620-405f-ae9e-a10a504d9556 · outbound

This paper cites o rl. ALPINE: Abstract Language for Pipeline Integration and Execution . In BTW Workshops , volume P-363 of LNI , pages 207--217. Gesellschaft f \.

Towards Next Generation Data Engineering Pipelines o rl. ALPINE: Abstract Language for Pipeline Integration and Execution . In BTW Workshops , volume P-363 of LNI , pages 207--217. Gesellschaft f \

Reference 74

Resolution: verified exact; doi, observed 2026-08-06T16:18:57.067167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ae8f269-34d4-4061-b9a5-93adc9d603d5 · outbound

This paper cites Towards machine learning-aware data validation.

Towards Next Generation Data Engineering Pipelines Towards machine learning-aware data validation

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:10.717533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b410dab-750d-48a3-88d6-ff4df8bc98ae · outbound

This paper cites Transparent Data Preprocessing for Machine Learning.

Towards Next Generation Data Engineering Pipelines Transparent Data Preprocessing for Machine Learning

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:55.385634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1450a14-2a19-4bd4-8b1f-591e679e4fd9 · outbound

This paper cites Breunig, Hans - Peter Kriegel, Raymond T.

Towards Next Generation Data Engineering Pipelines Breunig, Hans - Peter Kriegel, Raymond T

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:55.567021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27cf353c-c40b-48ac-a0fd-876777397731 · outbound

This paper cites Kramer, Valerie Restat, and Uta St \" o rl.

Towards Next Generation Data Engineering Pipelines Kramer, Valerie Restat, and Uta St \" o rl

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:10.323257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d1285b19-8c7e-4616-840f-2648b49ec632 · outbound

This paper cites Birefringent Graphene Oxide Liquid Crystals in Micro-channels for Optical Switch.

Towards Next Generation Data Engineering Pipelines Birefringent Graphene Oxide Liquid Crystals in Micro-channels for Optical Switch

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:55.852431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32b2fe69-75f1-40ac-be31-ae15b4200396 · outbound

This paper cites A Survey on Application of Knowledge Graph.

Towards Next Generation Data Engineering Pipelines A Survey on Application of Knowledge Graph

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:10.001582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5f63074e-964a-48ff-83f4-1b6bedd8688f · outbound

This paper cites Large Language Models for JSON Schema Discovery.

Towards Next Generation Data Engineering Pipelines Large Language Models for JSON Schema Discovery

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:56.176603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c03459ec-e8f2-4420-8aa6-d1b8f5322618 · outbound

This paper cites Towards Taming the Adaptivity Problem - Formalizing Poly-/MultiStore Topology Descriptions.

Towards Next Generation Data Engineering Pipelines Towards Taming the Adaptivity Problem - Formalizing Poly-/MultiStore Topology Descriptions

Reference 82

Resolution: verified exact; doi, observed 2026-08-06T16:18:56.803394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d4010b8f-901c-4870-80f6-ed1a887dfc07 · outbound

This paper cites Schema Extraction and Structural Outlier Detection for JSON-based NoSQL Data Stores.

Towards Next Generation Data Engineering Pipelines Schema Extraction and Structural Outlier Detection for JSON-based NoSQL Data Stores

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:19:09.753709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers