Add to ORKGData management is growing in complexity as largescale applications take advantage of the loosely coupled resources brought together by grid middleware and by abundant storage capacity. Metadata describing the data products used in and generated by these applications is essential to disambiguate the data and enable reuse. Data provenance, one kind of metadata, pertains to the derivation history of a data product starting from its original sources. In this paper we create a taxonomy of data provenance characteristics and apply it to current research efforts in e-science, focusing primarily on scientific workflow approaches. The main aspect of our taxonomy categorizes provenance systems based on why they record provenance, what they describe,...
In e-Science experiments, it is vital to record the experimental process for later use such as in in...
There is underlying need to support data provenance in a service-based computing environment such as...
In many application areas like e-science and data-warehousing detailed information about the origin...
Data management is growing in complexity as largescale applications take advantage of the loosely co...
Data management is growing in complexity as large-scale applications take advantage of the loosely c...
In many application areas like e-science and data-warehousing detailed information about the origin ...
Provenance metadata in e-Science captures the derivation history of data products generated from sci...
Many scientists are using workflows to systematically design and run computational experiments. Once...
Scientific applications are frequently modeled as a workflow that is executed under the control of a...
The ease with which one can copy and transform data on the Web, has made it increasingly difficult t...
Abstract. In e-Science experiments, it is vital to record the experimental process for later use suc...
Large-scale, dynamic and open environments such as the Grid and Web Services build upon existing com...
eScience allows scientific research to be carried out in highly distributed environments. The comple...
In e-Science experiments, it is vital to record the experimental process for later use such as in in...
Like experiments performed at a laboratory bench, the data associated with an e-Science experiment a...
In e-Science experiments, it is vital to record the experimental process for later use such as in in...
There is underlying need to support data provenance in a service-based computing environment such as...
In many application areas like e-science and data-warehousing detailed information about the origin...
Data management is growing in complexity as largescale applications take advantage of the loosely co...
Data management is growing in complexity as large-scale applications take advantage of the loosely c...
In many application areas like e-science and data-warehousing detailed information about the origin ...
Provenance metadata in e-Science captures the derivation history of data products generated from sci...
Many scientists are using workflows to systematically design and run computational experiments. Once...
Scientific applications are frequently modeled as a workflow that is executed under the control of a...
The ease with which one can copy and transform data on the Web, has made it increasingly difficult t...
Abstract. In e-Science experiments, it is vital to record the experimental process for later use suc...
Large-scale, dynamic and open environments such as the Grid and Web Services build upon existing com...
eScience allows scientific research to be carried out in highly distributed environments. The comple...
In e-Science experiments, it is vital to record the experimental process for later use such as in in...
Like experiments performed at a laboratory bench, the data associated with an e-Science experiment a...
In e-Science experiments, it is vital to record the experimental process for later use such as in in...
There is underlying need to support data provenance in a service-based computing environment such as...
In many application areas like e-science and data-warehousing detailed information about the origin...