{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T09:23:53Z","timestamp":1769073833140,"version":"3.49.0"},"publisher-location":"Cham","reference-count":43,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030343552","type":"print"},{"value":"9783030343569","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-34356-9_5","type":"book-chapter","created":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T18:37:03Z","timestamp":1575311823000},"page":"46-60","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":38,"title":["Sarus: Highly Scalable Docker Containers for HPC Systems"],"prefix":"10.1007","author":[{"given":"Lucas","family":"Benedicic","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Felipe A.","family":"Cruz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto","family":"Madonna","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kean","family":"Mariotti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,12,3]]},"reference":[{"key":"5_CR1","unstructured":"Abadi, M., et al.: TensorFlow: a system for large-scale machine learning. In: Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI), Savannah, Georgia, USA (2016)"},{"key":"5_CR2","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.softx.2015.06.001","volume":"1","author":"MJ Abraham","year":"2015","unstructured":"Abraham, M.J., et al.: GROMACS: high performance molecular simulations through multi-level parallelism from laptops to supercomputers. SoftwareX 1, 19\u201325 (2015)","journal-title":"SoftwareX"},{"issue":"12","key":"5_CR3","doi-asserted-by":"publisher","first-page":"3887","DOI":"10.1175\/MWR-D-10-05013.1","volume":"139","author":"M Baldauf","year":"2011","unstructured":"Baldauf, M., Seifert, A., F\u00f6rstner, J., Majewski, D., Raschendorfer, M., Reinhardt, T.: Operational convective-scale numerical weather prediction with the cosmo model: description and sensitivities. Mon. Weather Rev. 139(12), 3887\u20133905 (2011)","journal-title":"Mon. Weather Rev."},{"issue":"4","key":"5_CR4","doi-asserted-by":"publisher","first-page":"1165","DOI":"10.1002\/2014GL062588","volume":"42","author":"N Ban","year":"2015","unstructured":"Ban, N., Schmidli, J., Sch\u00e4r, C.: Heavy precipitation in a changing climate: does short-term summer precipitation increase faster? Geophys. Res. Lett. 42(4), 1165\u20131172 (2015)","journal-title":"Geophys. Res. Lett."},{"key":"5_CR5","unstructured":"Brown, N.: Overlay Filesystem (2014). https:\/\/www.kernel.org\/doc\/Documentation\/filesystems\/overlayfs.txt"},{"key":"5_CR6","unstructured":"Consortium for Small-Scale Modeling: Cosmo model (2019). http:\/\/www.cosmo-model.org\/"},{"key":"5_CR7","unstructured":"CRAY: XC Series System Administration Guide (S-2393) Rev B, February 2019. https:\/\/pubs.cray.com\/content\/S-2393\/CLE%206.0.UP06\/xctm-series-system-administration-guide\/about-xctm-series-system-administration-guide-s-2393"},{"key":"5_CR8","unstructured":"Deal, S.J.: HPC made easy: using docker to distribute and test trilinos (2016)"},{"key":"5_CR9","unstructured":"Delaruelle, X.: Environment Modules open source project. http:\/\/modules.sourceforge.net\/"},{"issue":"19","key":"5_CR10","doi-asserted-by":"publisher","first-page":"8577","DOI":"10.1063\/1.470117","volume":"103","author":"U Essmann","year":"1995","unstructured":"Essmann, U., Perera, L., Berkowitz, M.L., Darden, T., Lee, H., Pedersen, L.G.: A smooth particle mesh ewald method. J. Chem. Phys. 103(19), 8577\u20138593 (1995)","journal-title":"J. Chem. Phys."},{"key":"5_CR11","unstructured":"MPI Forum: MPI: a message-passing interface standard. version 3.0, September 2012. http:\/\/www.mpi-forum.org"},{"key":"5_CR12","unstructured":"OpenSSH Foundation: OpenSSH (1999). https:\/\/www.openssh.com\/"},{"key":"5_CR13","doi-asserted-by":"crossref","unstructured":"Fuhrer, O., et al.: Near-global climate simulation at 1 km resolution: establishing a performance baseline on 4888 GPUs with COSMO 5.0. Geosci. Model Dev. 11(4), 1665\u20131681 (2018)","DOI":"10.5194\/gmd-11-1665-2018"},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"issue":"621C","key":"5_CR15","doi-asserted-by":"publisher","first-page":"2943","DOI":"10.1256\/qj.06.12","volume":"132","author":"C Jablonowski","year":"2006","unstructured":"Jablonowski, C., Williamson, D.L.: A baroclinic instability test case for atmospheric model dynamical cores. Q. J. R. Meteorol. Soc. 132(621C), 2943\u20132975 (2006)","journal-title":"Q. J. R. Meteorol. Soc."},{"key":"5_CR16","unstructured":"Jacobsen, D.M., Canon, R.S.: Contain this, unleashing Docker for HPC. In: Proceedings of the Cray User Group (2015)"},{"key":"5_CR17","unstructured":"Joubert, W., et al.: Attacking the opioid epidemic: determining the epistatic and pleiotropic genetic architectures for chronic pain and opioid addiction. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018, Piscataway, NJ, USA, pp. 57:1\u201357:14. IEEE Press (2018). http:\/\/dl.acm.org\/citation.cfm?id=3291656.3291732"},{"key":"5_CR18","unstructured":"Kurth, T., et al.: Exascale deep learning for climate analytics. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018, Piscataway, NJ, USA, pp. 51:1\u201351:12. IEEE Press (2018). http:\/\/dl.acm.org\/citation.cfm?id=3291656.3291724"},{"key":"5_CR19","doi-asserted-by":"publisher","unstructured":"Kurtzer, G.M.: Singularity 2.1.2 - Linux application and environment containers for science, August 2016. https:\/\/doi.org\/10.5281\/zenodo.60736","DOI":"10.5281\/zenodo.60736"},{"key":"5_CR20","unstructured":"Lapillonne, X., et al.: Operational numerical weather prediction on a GPU-accelerated cluster supercomputer. In: EGU General Assembly Conference Abstracts, vol. 18 (2016)"},{"issue":"10","key":"5_CR21","doi-asserted-by":"crossref","first-page":"5237","DOI":"10.1002\/2016JD026013","volume":"122","author":"D Leutwyler","year":"2017","unstructured":"Leutwyler, D., L\u00fcthi, D., Ban, N., Fuhrer, O., Sch\u00e4r, C.: Evaluation of the convection-resolving climate modeling approach on continental scales. J. Geophys. Res.: Atmos. 122(10), 5237\u20135258 (2017)","journal-title":"J. Geophys. Res.: Atmos."},{"key":"5_CR22","unstructured":"Hykes, S.: Spinning Out Docker\u2019s Plumbing: Part 1: Introducing runC (2015). https:\/\/blog.docker.com\/2015\/06\/runc\/ . Accessed 22 November 2018"},{"key":"5_CR23","unstructured":"Linux man-pages project: ldconfig(8), September 2017. http:\/\/man7.org\/linux\/man-pages\/man8\/ldconfig.8.html"},{"key":"5_CR24","unstructured":"Linux man-pages project: capabilities(7), February 2018. http:\/\/man7.org\/linux\/man-pages\/man7\/capabilities.7.html"},{"key":"5_CR25","unstructured":"Linux man-pages project: mount$$\\_$$namespaces(7), April 2018. http:\/\/man7.org\/linux\/man-pages\/man7\/mount_namespaces.7.html"},{"key":"5_CR26","unstructured":"Linux man-pages project: unshare(2), February 2018. http:\/\/man7.org\/linux\/man-pages\/man2\/unshare.2.html"},{"key":"5_CR27","unstructured":"MPICH: MPICH ABI Compatibility Initiative, November 2013. https:\/\/www.mpich.org\/abi\/"},{"key":"5_CR28","unstructured":"NVIDIA: NVIDIA Container Runtime (2018). https:\/\/developer.nvidia.com\/nvidia-container-runtime"},{"key":"5_CR29","unstructured":"Open Container Initiative: The 5 principles of Standard Containers (2015). https:\/\/github.com\/opencontainers\/runtime-spec\/blob\/master\/principles.md"},{"key":"5_CR30","unstructured":"Open Containers Initiative: runC: CLI tool for spawning and running containers according to the OCI specification (2014), https:\/\/github.com\/opencontainers\/runc"},{"key":"5_CR31","unstructured":"OpenSFS and EOFS: Lustre filesystem. http:\/\/lustre.org"},{"key":"5_CR32","unstructured":"PRACE: Unified European Applications Benchmark Suite, October 2016. http:\/\/www.prace-ri.eu\/ueabs\/"},{"key":"5_CR33","doi-asserted-by":"crossref","unstructured":"Priedhorsky, R., Randles, T.: Charliecloud: unprivileged containers for user-defined software stacks in HPC. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, p. 36. ACM (2017)","DOI":"10.1145\/3126908.3126925"},{"issue":"625","key":"5_CR34","doi-asserted-by":"publisher","first-page":"831","DOI":"10.1002\/qj.65","volume":"133","author":"E Richard","year":"2007","unstructured":"Richard, E., Buzzi, A., Z\u00e4ngl, G.: Quantitative precipitation forecasting in the Alps: the advances achieved by the mesoscale alpine programme. Q. J. R. Meteorol. Soc. 133(625), 831\u2013846 (2007)","journal-title":"Q. J. R. Meteorol. Soc."},{"key":"5_CR35","unstructured":"SchedMD: Slurm Workload Manager, November 2018. https:\/\/slurm.schedmd.com"},{"key":"5_CR36","unstructured":"Sergeev, A., Del Balso, M.: Horovod: fast and easy distributed deep learning in TensorFlow. arXiv preprint arXiv:1802.05799 (2018)"},{"key":"5_CR37","doi-asserted-by":"crossref","unstructured":"Shimokawabe, T., et al.: Peta-scale phase-field simulation for dendritic solidification on the TSUBAME 2.0 supercomputer. In: Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis, p. 3. ACM (2011)","DOI":"10.1145\/2063384.2063388"},{"key":"5_CR38","unstructured":"TensorFlow Project: Tensorflow Benchmarks (2015). https:\/\/github.com\/tensorflow\/benchmarks"},{"key":"5_CR39","unstructured":"TOP500.org: November 2018\u2014TOP500 Supercomputer sites (2018). https:\/\/www.top500.org\/lists\/2018\/11\/"},{"key":"5_CR40","doi-asserted-by":"crossref","unstructured":"Vincent, P., Witherden, F., Vermeire, B., Park, J.S., Iyer, A.: Towards green aviation with Python at petascale. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, p. 1. IEEE Press (2016)","DOI":"10.1109\/SC.2016.1"},{"key":"5_CR41","doi-asserted-by":"crossref","unstructured":"Ylonen, T., Lonvick, C.: The Secure Shell (SSH) protocol architecture (2005)","DOI":"10.17487\/rfc4251"},{"key":"5_CR42","doi-asserted-by":"publisher","unstructured":"Zaharia, M., et al.: Apache spark: a unified engine for big data processing. Commun. ACM 59(11), 56\u201365, October 2016. https:\/\/doi.org\/10.1145\/2934664","DOI":"10.1145\/2934664"},{"key":"5_CR43","unstructured":"Zak, K.: mount(8), August 2015. http:\/\/man7.org\/linux\/man-pages\/man8\/mount.8.html"}],"updated-by":[{"DOI":"10.1007\/978-3-030-34356-9_50","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2020,1,8]],"date-time":"2020-01-08T00:00:00Z","timestamp":1578441600000}}],"container-title":["Lecture Notes in Computer Science","High Performance Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-34356-9_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,10]],"date-time":"2021-02-10T00:25:25Z","timestamp":1612916725000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-34356-9_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030343552","9783030343569"],"references-count":43,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-34356-9_5","relation":{"correction":[{"id-type":"doi","id":"10.1007\/978-3-030-34356-9_50","asserted-by":"object"}]},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"3 December 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"8 January 2020","order":2,"name":"change_date","label":"Change Date","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"Correction","order":3,"name":"change_type","label":"Change Type","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"In the original version of this LNCS volume, four papers were erroneously released as open access papers. This has been corrected to only two papers \u2013 papers 5 and 7.","order":4,"name":"change_details","label":"Change Details","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISC High Performance","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on High Performance Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Frankfurt","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 June 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 June 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"34","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"supercomputing2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.isc-hpc.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Linklings","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"70","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"48","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"69% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4-5","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"n\/a","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}