DSDB: An Open-Source System for Database Versioning & Curation

被引：1
|
作者：
Brown, Jackson [1 ]
Weber, Nicholas [1 ]
机构：
[1] Univ Washington, Informat Sch, Seattle, WA 98105 USA
来源：
2021 ACM/IEEE JOINT CONFERENCE ON DIGITAL LIBRARIES (JCDL 2021) | 2021年
关键词：
PROVENANCE;
D O I：
10.1109/JCDL52503.2021.00044
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In the following poster we describe the design and evaluation of DatasetDatabase (DSDB), an open-source system for handling the provenance, versioning, de-duplication, history, and query of dynamic databases in order to enable verifiable and shareable results - features necessary for fully reproducible computational modeling research. We present empirical work that motivates an initial design and deployment of DSDB, evaluate the results of this work for computational modeling at the Allen Institute for Cell Science, and conclude with a discussion of the future work necessary for provisioning data discovery and sharing tools that facilitate transparent reproducible research through provenance aware features.
引用
收藏
页码：299 / 307
页数：9
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