Dataset Relationship Management

Summary: Proposes a Dataset Relationship Management System (DRMS) to manage dataset- and data-product-level operations: reuse, provenance/context, rapid revision, retargeting, and contribution metrics across many datasets. Advocates using Jupyter notebooks to capture fine-grained dataset provenance and describes JuNEAU prototype. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 335
Venue: CIDR
Year: 2019
Pagerank: 4.8743957e-05
Overall Rank: 6,981 | 51.44%
DOI: 10.475/123_4

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,053	Optimizing Machine Learning Workloads in Collaborative Environments	2020	SIGMOD	5.2326838e-05
10,820	APEX-DAG: Library and Language independent Pipeline EXtraction	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
107	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00048377684
480	Translating Web Data	2002	VLDB	0.00022191997
820	GraphMiner: A Structural Pattern-Mining System for Large Disk-based Graph Databases and Its Applications	2005	SIGMOD	0.00016289354
1,076	RIOT: I/O-Efficient Numerical Computing without SQL	2009	CIDR	0.00014248449
1,106	Provenance for Aggregate Queries	2011	PODS	0.0001398766
1,343	NoDB: Efficient Query Execution on Raw Data Files	2012	SIGMOD	0.00012482538
1,367	Answering Table Queries on the Web using Column Keywords	2012	VLDB	0.00012349783
1,440	Provenance for Generalized Map and Reduce Workflows	2011	CIDR	0.00011961469
1,493	Advanced Query Processing in Object Bases Using Access Support Relations	1990	VLDB	0.00011694373
1,565	Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff	2015	VLDB	0.00011345567
2,027	Titian: Data Provenance Support in Spark	2016	VLDB	9.7437067e-05
2,173	Querying Data Provenance	2010	SIGMOD	9.3676609e-05
2,269	Ground: A Data Context Service	2017	CIDR	9.147379e-05
2,947	Interactive Data Integration through Smart Copy & Paste	2009	CIDR	7.834316e-05
3,110	Learning to Create Data-Integrating Queries	2008	VLDB	7.5475982e-05
3,265	RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -	2018	VLDB	7.3083672e-05
5,032	Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration	2013	VLDB	5.748807e-05
5,506	Exploring Change – A New Dimension of Data Analytics	2019	VLDB	5.473324e-05
11,892	Looking at Everything in Context	2015	CIDR	4.1945683e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,524	Provenance Management in Curated Databases	2006	SIGMOD	8.6017899e-05
11,396	DPDS: Assisting Data Science with Data Provenance	2022	VLDB	4.1945683e-05
13,364	Data Visualization Management Systems	2015	CIDR	-
711	A Case for A Collaborative Query Management System	2009	CIDR	0.00017751589
13,291	Towards Understanding Data Analysis Workflows using a Large Notebook Corpus	2019	SIGMOD	-
4,003	Data Platform for Machine Learning	2019	SIGMOD	6.54347e-05
1,281	DataHub: Collaborative Data Science & Dataset Version Management at Scale	2015	CIDR	0.00012854744
11,319	Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration	2022	CIDR	4.1945683e-05
1,644	Finding Related Tables in Data Lakes for Interactive Data Science	2020	SIGMOD	0.00011041787
4,595	Juneau: Data Lake Management for Jupyter	2019	VLDB	6.060188e-05