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: 334
Venue: CIDR
Year: 2019
Pagerank: 5.7123431e-05
Overall Rank: 7,065 | 51.53%
DOI: 10.475/123_4

Incoming Non-self Citations Over Time

Authors

1. Zachary G. Ives (University of Pennsylvania)
2. Yi Zhang (University of Pennsylvania)
3. Soonbo Han (University of Pennsylvania)
4. Nan Zheng (University of Pennsylvania)

BibTeX Citation

@inproceedings{ives_cidr19,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '19},
        title = {{Dataset Relationship Management}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Ives, Zachary G. and Zhang, Yi and Han, Soonbo and Zheng, Nan},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,699	Optimizing Machine Learning Workloads in Collaborative Environments	2020	SIGMOD	6.1170243e-05
11,047	APEX-DAG: Library and Language independent Pipeline EXtraction	2025	VLDB	5.093636e-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
91	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00034838835
416	Translating Web Data	2002	VLDB	0.00018877803
806	Provenance for Aggregate Queries	2011	PODS	0.00013890398
1,039	RIOT: I/O-Efficient Numerical Computing without SQL	2009	CIDR	0.00012474977
1,055	Answering Table Queries on the Web using Column Keywords	2012	VLDB	0.00012389274
1,070	NoDB: Efficient Query Execution on Raw Data Files	2012	SIGMOD	0.0001232307
1,349	Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff	2015	VLDB	0.00011069122
1,366	Provenance for Generalized Map and Reduce Workflows	2011	CIDR	0.00011016972
1,462	Advanced Query Processing in Object Bases Using Access Support Relations	1990	VLDB	0.00010701465
1,617	Titian: Data Provenance Support in Spark	2016	VLDB	0.00010209397
1,902	Ground: A Data Context Service	2017	CIDR	9.506714e-05
1,912	Querying Data Provenance	2010	SIGMOD	9.4946756e-05
2,709	GraphMiner: A Structural Pattern-Mining System for Large Disk-based Graph Databases and Its Applications	2005	SIGMOD	8.2208442e-05
3,032	Learning to Create Data-Integrating Queries	2008	VLDB	7.8323614e-05
3,351	RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -	2018	VLDB	7.4937347e-05
3,502	Interactive Data Integration through Smart Copy & Paste	2009	CIDR	7.3592947e-05
4,910	Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration	2013	VLDB	6.4484207e-05
5,435	Exploring Change – A New Dimension of Data Analytics	2019	VLDB	6.2207492e-05
12,092	Looking at Everything in Context	2015	CIDR	5.093636e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	2,134	Provenance Management in Curated Databases	2006	SIGMOD
2	11,594	DPDS: Assisting Data Science with Data Provenance	2022	VLDB
3	13,565	Data Visualization Management Systems	2015	CIDR
4	1,149	A Case for A Collaborative Query Management System	2009	CIDR
5	13,493	Towards Understanding Data Analysis Workflows using a Large Notebook Corpus	2019	SIGMOD
6	4,592	Data Platform for Machine Learning	2019	SIGMOD
7	1,077	DataHub: Collaborative Data Science & Dataset Version Management at Scale	2015	CIDR
8	11,518	Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration	2022	CIDR
9	1,303	Finding Related Tables in Data Lakes for Interactive Data Science	2020	SIGMOD
10	4,511	Juneau: Data Lake Management for Jupyter	2019	VLDB