No Workflow: Capturing and analyzing provenance of scripts

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8628, Issue , 2015, Pages 71-83

  Murta, Leonardo ^a   Braganholo, Vanessa ^a   Chirigati, Fernando ^b   Koop, David ^b   Freire, Juliana ^b  

^a FLUMINENSE FEDERAL UNIVERSITY   (Brazil)

^b NEW YORK UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SOFTWARE ENGINEERING; TREES (MATHEMATICS);

ABSTRACT SYNTAX TREES; DIFFERENT CLASS; ENGINEERING TECHNIQUES; GRAPH-BASED VISUALIZATION; NON-INTRUSIVE; REPRODUCIBILITIES; SCIENTIFIC WORKFLOWS; VERSION CONTROL SYSTEM;

GRAPHIC METHODS;

EID: 84928821658     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-16462-5_6     Document Type: Conference Paper

References (19)

1. Bochner, C., Gude, R., Schreiber, A.: A python library for provenance recording and querying. In: Freire, J., Koop, D., Moreau, L. (eds.) IPAW 2008. LNCS, vol. 5272, pp. 229–240. Springer, Heidelberg (2008)
2. Cheney, J., Ahamed, A., Acar, U.A.: Provenance as dependency analysis. Math. Struct. Comput. Sci. 21, 1301–1337 (2011)
3. Davison, A.: Automated capture of experiment context for easier reproducibility in computational research. Comput. Sci. Eng. 14(4), 48–56 (2012)
4. Diehl, S.: Software Visualization - Visualizing the Structure, Behaviour, and Evolution of Software. Springer, London (2007)
5. Freire, J., Koop, D., Santos, E., Silva, C.: Provenance for computational tasks: a survey. Comput. Sci. Eng. 10(3), 11–21 (2008)
6. Frew, J., Metzger, D., Slaughter, P.: Automatic capture and reconstruction of computational provenance. Concurr. Comput. Pract. Exp. 20(5), 485–496 (2008)
7. Gavish, M., Donoho, D.: A universal identifier for computational results. Procedia Comput. Sci. 4, 637–647 (2011)
8. Guo, P.J., Seltzer, M.: BURRITO: wrapping your lab notebook in computational infrastructure. In: TaPP, p. 7 (2012)
9. van der Hoek, A.: Design-time product line architectures for any-time variability. Sci. Comput. Program. 53(3), 285–304 (2004)
10. Huq, M.R., Apers, P.M.G., Wombacher, A.: ProvenanceCurious: a tool to infer data provenance from scripts. In: EDBT, pp. 765–768 (2013)
11. Koop, D., Freire, J., Silva, C.: Visual summaries for graph collections. In: 2013 IEEE Pacific Visualization Symposium (PacificVis), pp. 57–64 (2013)
12. Koop, D., Santos, E., Bauer, B., Troyer, M., Freire, J., Silva, C.T.: Bridging workflow and data provenance using strong links. In: Gertz, M., Lud¨ascher, B. (eds.) SSDBM 2010. LNCS, vol. 6187, pp. 397–415. Springer, Heidelberg (2010)
13. Koop, D., Scheidegger, C.E., Freire, J., Silva, C.T.: The provenance of workflow upgrades. In: McGuinness, D.L., Michaelis, J.R., Moreau, L. (eds.) IPAW 2010. LNCS, vol. 6378, pp. 2–16. Springer, Heidelberg (2010)
14. Macko, P., Seltzer, M.: Provenance map orbiter: interactive exploration of large provenance graphs. In: TaPP (2011)
15. Missier, P., Woodman, S., Hiden, H., Watson, P.: Provenance and data differencing for workflow reproducibility analysis. Concurr. Comput. Pract. Exp. (2013). doi:10.1002/cpe.3035
16. Mouallem, P., Barreto, R., Klasky, S., Podhorszki, N., Vouk, M.: Tracking files in the kepler provenance framework. In: Winslett, M. (ed.) SSDBM 2009. LNCS, vol. 5566, pp. 273–282. Springer, Heidelberg (2009)
17. Muniswamy-Reddy, K.K., Holland, D.A., Braun, U., Seltzer, M.: Provenance-aware storage systems. In: USENIX, p. 4 (2006)
18. Neves, V.C., Braganholo, V., Murta, L.: Implicit provenance gathering through configuration management. In: SE-CSE, pp. 92–95 (2013)
19. Tariq, D., Ali, M., Gehani, A.: Towards automated collection of application-level data provenance. In: TaPP, pp. 1–5 (2012)