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Provenance and scientific workflows: challenges and opportunities
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 …
specification, is an essential component to allow for result reproducibility, sharing, and …
A systematic review of provenance systems
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 …
relationships, that contribute to the existence of a piece of data. The knowledge of …
A survey on provenance: What for? What form? What from?
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 …
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
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 …
findings, a substantial amount of research in provenance has focused on the history of …
Provenance for computational tasks: A survey
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 …
has recently received significant attention because of its relevance to a wide range of …
Titian: Data provenance support in spark
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 …
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 …
databases and other research communities. This article gives a comprehensive introduction …