International audienceRunning experiments on modern systems like supercomput-ers, cloud infrastructures or P2P networks became very complex, both technically and methodologically. It is difficult to rerun an experiment or understand its results even with technical background on the technology and methods used. Storing the provenance of experimental data, i.e., storing information about how the results were produced, proved to be a powerful tool to address similar problems in computational natural sciences. In this paper, we (1) survey provenance collection in various domains of computer science, (2) introduce a new classification of prove-nance types, and (3) sketch a design of a provenance system inspired by this classification
Data provenance has become an integral part of the natural sciences where data flow through several ...
We present a formalism for provenance in distributed systems based on the π-calculus. Its main featu...
AbstractAs publishers establish a greater online presence as well as infrastructure to support the d...
International audienceRunning experiments on modern systems like supercomput-ers, cloud infrastructu...
The Oxford English Dictionary defines provenance as (i) the fact of coming from some particular sour...
Journal ArticleThe problem of systematically capturing and managing provenance for computational tas...
The Oxford English Dictionary defines provenance as (i) the fact of coming from some particular sour...
Within computer science, the term provenance has multiple meanings, due to different motivations, pe...
Scientific and business communities are adopting large scale distributed systems as a means to solve...
Provenance is a term originating from the work of art. It aims to provide a chain of information of ...
Data provenance, or data lineage, describes the life cycle of data. In scientific workflows on HPC s...
We present a formalism for provenance in distributed systems based on the π-calculus. Its main featu...
The role of provenance information in data-intensive research is a significant topic of discussion ...
Scientific experiments are becoming increasingly large and complex, with a commensurate increase in ...
Data provenance has become an integral part of the natural sciences where data flow through several ...
Data provenance has become an integral part of the natural sciences where data flow through several ...
We present a formalism for provenance in distributed systems based on the π-calculus. Its main featu...
AbstractAs publishers establish a greater online presence as well as infrastructure to support the d...
International audienceRunning experiments on modern systems like supercomput-ers, cloud infrastructu...
The Oxford English Dictionary defines provenance as (i) the fact of coming from some particular sour...
Journal ArticleThe problem of systematically capturing and managing provenance for computational tas...
The Oxford English Dictionary defines provenance as (i) the fact of coming from some particular sour...
Within computer science, the term provenance has multiple meanings, due to different motivations, pe...
Scientific and business communities are adopting large scale distributed systems as a means to solve...
Provenance is a term originating from the work of art. It aims to provide a chain of information of ...
Data provenance, or data lineage, describes the life cycle of data. In scientific workflows on HPC s...
We present a formalism for provenance in distributed systems based on the π-calculus. Its main featu...
The role of provenance information in data-intensive research is a significant topic of discussion ...
Scientific experiments are becoming increasingly large and complex, with a commensurate increase in ...
Data provenance has become an integral part of the natural sciences where data flow through several ...
Data provenance has become an integral part of the natural sciences where data flow through several ...
We present a formalism for provenance in distributed systems based on the π-calculus. Its main featu...
AbstractAs publishers establish a greater online presence as well as infrastructure to support the d...