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 …

Lineage retrieval for scientific data processing: a survey

R Bose, J Frew - ACM Computing Surveys (CSUR), 2005 - dl.acm.org
Scientific research relies as much on the dissemination and exchange of data sets as on the
publication of conclusions. Accurately tracking the lineage (origin and subsequent …

Evidence based guidelines or collectively constructed “mindlines?” Ethnographic study of knowledge management in primary care

J Gabbay, A Le May - Bmj, 2004 - bmj.com
Objective To explore in depth how primary care clinicians (general practitioners and practice
nurses) derive their individual and collective healthcare decisions. Design Ethnographic …

A survey of data provenance in e-science

YL Simmhan, B Plale, D Gannon - ACM Sigmod Record, 2005 - dl.acm.org
Data management is growing in complexity as large-scale applications take advantage of
the loosely coupled resources brought together by grid middleware and by abundant …

Practical whole-system provenance capture

T Pasquier, X Han, M Goldstein, T Moyer… - Proceedings of the …, 2017 - dl.acm.org
Data provenance describes how data came to be in its present form. It includes data sources
and the transformations that have been applied to them. Data provenance has many uses …

The foundations for provenance on the web

L Moreau - Foundations and Trends® in Web Science, 2010 - nowpublishers.com
Provenance, ie, the origin or source of something, is becoming an important concern, since it
offers the means to verify data products, to infer their quality, to analyse the processes that …

Provenance collection support in the kepler scientific workflow system

I Altintas, O Barney, E Jaeger-Frank - International Provenance and …, 2006 - Springer
In many data-driven applications, analysis needs to be performed on scientific information
obtained from several sources and generated by computations on distributed resources …

[PDF][PDF] A survey of data provenance techniques

YL Simmhan, B Plale, D Gannon - Computer Science Department …, 2005 - cs.indiana.edu
Data management is growing in complexity as large-scale applications take advantage of
the loosely coupled resources brought together by grid middleware and by abundant …

Threat detection and investigation with system-level provenance graphs: A survey

Z Li, QA Chen, R Yang, Y Chen, W Ruan - Computers & Security, 2021 - Elsevier
With the development of information technology, the border of the cyberspace gets much
broader and thus also exposes increasingly more vulnerabilities to attackers. Traditional …

The requirements of using provenance in e-science experiments

S Miles, P Groth, M Branco, L Moreau - Journal of Grid Computing, 2007 - Springer
In e-Science experiments, it is vital to record the experimental process for later use such as
in interpreting results, verifying that the correct process took place or tracing where data …