Provenance and scientific workflows: challenges and opportunities

SB Davidson, J Freire - Proceedings of the 2008 ACM SIGMOD …, 2008 - dl.acm.org
Provenance in the context of workflows, both for the data they derive and for their
specification, is an essential component to allow for result reproducibility, sharing, and …

A systematic review of provenance systems

B Pérez, J Rubio, C Sáenz-Adán - Knowledge and Information Systems, 2018 - Springer
Provenance refers to the entire amount of information, comprising all the elements and their
relationships, that contribute to the existence of a piece of data. The knowledge of …

A survey on provenance: What for? What form? What from?

M Herschel, R Diestelkämper, H Ben Lahmar - The VLDB Journal, 2017 - Springer
Provenance refers to any information describing the production process of an end product,
which can be anything from a piece of digital data to a physical object. While this survey …

Characterizing provenance in visualization and data analysis: an organizational framework of provenance types and purposes

ED Ragan, A Endert, J Sanyal… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
While the primary goal of visual analytics research is to improve the quality of insights and
findings, a substantial amount of research in provenance has focused on the history of …

Provenance for computational tasks: A survey

J Freire, D Koop, E Santos… - Computing in science & …, 2008 - ieeexplore.ieee.org
The problem of systematically capturing and managing provenance for computational tasks
has recently received significant attention because of its relevance to a wide range of …

Titian: Data provenance support in spark

M Interlandi, K Shah, SD Tetali… - Proceedings of the …, 2015 - pmc.ncbi.nlm.nih.gov
Debugging data processing logic in Data-Intensive Scalable Computing (DISC) systems is a
difficult and time consuming effort. Today's DISC systems offer very little tooling for …

Data provenance

B Glavic - Foundations and Trends® in Databases, 2021 - nowpublishers.com
Data provenance has evolved from a niche topic to a mainstream area of research in
databases and other research communities. This article gives a comprehensive introduction …