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Scalable lineage capture for debugging DISC analytics

Dionysios Logothetis, Soumyarupa De, Kenneth Yocum
2013 Proceedings of the 4th annual Symposium on Cloud Computing - SOCC '13  
Finally, we use Newt to systematically clean input data to a Hadoop-based de novo genome assembler, improving the quality of the output assembly.  ...  This paper presents Newt, a scalable architecture for capturing and using record-level data lineage to discover and resolve errors in analytics.  ...  Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of their employers or funding agencies.  ... 
doi:10.1145/2523616.2523619 dblp:conf/cloud/LogothetisDY13 fatcat:26nbpa2ubvgh3ko5kotqic3jrm

OASIcs, Volume 26, GCB'12, Complete Volume [article]

Sebastian Böcker, Franziska Hufsky, Kerstin Scheubert, Jana Schleicher, Stefan Schuster
2012
The works was funded by the BMBF Germany as part of the VirtualLiver Network. Acknowledgments  ...  Acknowledgements The author thanks Iryna Ilkavets, Carsten Sticht, and Steven Dooley for discussions on the application example.  ...  Table 2 2 ILP results on DNA De Bruijn graphs of order 2 ≤ q ≤ 8.  ... 
doi:10.4230/oasics.gcb.2012 fatcat:tvjs4xnjyve4hj7l5f6yxyfdwu