Using Data Lineage for Sub-image Processing

In the paper, we show that lineage data collected during the processing and analysis of datasets can be reused to perform selective reprocessing (at sub-image level) on datasets while the remainder of the dataset is untouched, a rather difficult process to automate without lineage.

[1]  James P. Ahrens,et al.  Provenance in Comparative Analysis: A Study in Cosmology , 2008, Computing in Science & Engineering.

[2]  Simon Miles.  Automatically Adapting Source Code to Document Provenance , 2010, IPAW.

[3]  Cláudio T. Silva,et al.  Querying and Creating Visualizations by Analogy , 2007, IEEE Transactions on Visualization and Computer Graphics.

[4]  Cláudio T. Silva,et al.  Provenance for Computational Tasks: A Survey , 2008, Computing in Science & Engineering.

[5]  Perry Greenfield.  Reaching for the Stars with Python , 2007, Computing in Science & Engineering.

[6]  Paul T. Groth,et al.  Recording and using provenance in a protein compressibility experiment , 2005, HPDC-14. Proceedings. 14th IEEE International Symposium on High Performance Distributed Computing, 2005..

[7]  Edwin Valentijn,et al.  Astro-WISE: Tracing and Using Lineage for Scientific Data Processing , 2009, 2009 International Conference on Network-Based Information Systems.

[8]  Cláudio T. Silva,et al.  Using Provenance to Support Real-Time Collaborative Design of Workflows , 2008, IPAW.