Fine-grained data caching approaches to speedup a distributed RDataFrame analysis

Vincenzo Eduardo Padulano; Enric Tejedor Saavedra; Pedro Alonso-Jordá

doi:10.1051/epjconf/202125102027

All issues

Volume 251 (2021)

EPJ Web Conf., 251 (2021) 02027

References

Open Access

Issue		EPJ Web Conf. Volume 251, 2021 25^th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2021)


Article Number		02027
Number of page(s)		11
Section		Distributed Computing, Data Management and Facilities
DOI		https://doi.org/10.1051/epjconf/202125102027
Published online		23 August 2021

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[1] I. Bird, Annual Review of Nuclear and Particle Science 61, 99 (2011) [Google Scholar]

[2] I.B. Alonso, O. Brüning, P. Fessia, M. Lamont, L. Rossi, L. Tavian, M. Zerlauth, Tech. Rep. 10, CERN (2020) [Google Scholar]

[3] E. Elsen, Comput Softw Big Sci 16 (2019) [Google Scholar]

[4] D. Piparo, E. Tejedor, P. Mato, L. Mascetti, J. Moscicki, M. Lamanna, Future Generation Computer Systems 78, 1071 (2018) [Google Scholar]

[5] D. Piparo, P. Canal, E. Guiraud, X. Valls Pla, G. Ganis, G. Amadio, A. Naumann, E. Tejedor Saavedra, EPJ Web Conf. 214, 06029 (2019) [Google Scholar]

[6] M. Zaharia, M. Chowdhury, M.J. Franklin, S. Shenker, I. Stoica, Proceedings of the 2nd USENIX Conference on Hot Topics in Cloud Computing p. 10 (2010) [Google Scholar]

[7] V. Avati, M. Blaszkiewicz, E. Bocchi, L. Canali, D. Castro, J. Cervantes, L. Grzanka, E. Guiraud, J. Kaspar, P. Kothuri et al. , Euro-Par 2019: Parallel Processing pp. 241–255 (2019) [Google Scholar]

[8] A. Peters, E. Sindrilaru, G. Adde, Journal of Physics: Conference Series 664 (2015) [Google Scholar]

[9] A. Dorigo, P. Elmer, F. Furano, A. Hanushevsky, WSEAS Transactions on Computers 4, 348 (2005) [Google Scholar]

[10] L.A.T. Bauerdick, K. Bloom, B. Bockelman, D.C. Bradley, S. Dasu, J.M. Dost, I. Sfiligoi, A. Tadel, M. Tadel, F. Wuerthwein et al. , Journal of Physics: Conference Series 513 (2014) [Google Scholar]

[11] A. Hanushevsky, H. Ito, M. Lassnig, R. Popescu, A. De Silva, M. Simon, R. Gardner, V. Garonne, J. De Stefano, I. Vukotic et al. , EPJ Web Conf. 214, 04008 (2019) [Google Scholar]

[12] ROOT TFilePrefetch class reference guide, https://root.cern/doc/master/classTFilePrefetch.html (2011), accessed: 2021-06-03 [Google Scholar]

[13] V.E. Padulano, J. Cervantes Villanueva, E. Guiraud, E. Tejedor Saavedra, EPJ Web Conf. 245, 03009 (2020) [Google Scholar]

[14] rdf-dist-cache GitHub repository, https://github.com/vepadulano/rdf-dist-cache (2020), accessed: 2021-06-03 [Google Scholar]

[15] CERN OpenStack overview, https://clouddocs.web.cern.ch/overview/overview.html (2021), accessed: 2021-06-03 [Google Scholar]

[16] M. Aleksa, J. Blomer, B. Cure, M. Campbell, C. D’Ambrosio, D. Dannheim, M. Doser, F. Faccio, P. Farthouat, C. Gargiulo et al. , Tech. rep., CERN, Geneva (2018) [Google Scholar]