{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T20:13:53Z","timestamp":1761855233736,"version":"build-2065373602"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2018,9,22]],"date-time":"2018-09-22T00:00:00Z","timestamp":1537574400000},"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":["J Supercomput"],"published-print":{"date-parts":[[2019,2]]},"DOI":"10.1007\/s11227-018-2621-1","type":"journal-article","created":{"date-parts":[[2018,9,22]],"date-time":"2018-09-22T16:43:46Z","timestamp":1537634626000},"page":"930-954","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["On the modelling of optimal coordinated checkpoint period in supercomputers"],"prefix":"10.1007","volume":"75","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2528-7485","authenticated-orcid":false,"given":"Jos\u00e9 A.","family":"Mor\u00ed\u00f1igo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Rodr\u00edguez-Pascual","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafael","family":"Mayo-Garc\u00eda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,22]]},"reference":[{"issue":"1","key":"2621_CR1","first-page":"5","volume":"1","author":"F Cappello","year":"2014","unstructured":"Cappello F, Geist A, Gropp W, Kale S, Kramer B, Snir M (2014) Towards exascale resilience: 2014 update. Int J Supercomput Front Innov 1(1):5\u201328","journal-title":"Int J Supercomput Front Innov"},{"key":"2621_CR2","first-page":"1","volume":"31","author":"A Geist","year":"2015","unstructured":"Geist A, Reed DA (2015) A survey of high-performance computing scaling challenges. Int J High Perform Comput Appl 31:1\u201310","journal-title":"Int J High Perform Comput Appl"},{"key":"2621_CR3","doi-asserted-by":"crossref","unstructured":"Shalf J, Dosanjh S, Morrison J (2011) Exascale computing technology challenges. In: Proceedings of the International Conference on High Computing for Computational Science\u2014VECPAR 2010, Lecture Notes in Computer Science, vol 6449. Springer, Berlin, pp 1\u201325","DOI":"10.1007\/978-3-642-19328-6_1"},{"key":"2621_CR4","unstructured":"Geist A (2016) How to kill a supercomputer: dirty power, cosmic rays and bad solder-will future exascale supercomputers be able to withstand the steady onslaught of routine faults? In: IEEE Spectrum. http:\/\/spectrum.ieee.org\/computing\/hardware"},{"issue":"4","key":"2621_CR5","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1109\/TDSC.2009.4","volume":"7","author":"B Schroeder","year":"2010","unstructured":"Schroeder B, Gibson GA (2010) A large-scale study of failures in high-performance computing systems. IEEE Trans Dependable Secure Comput 7(4):337\u2013350","journal-title":"IEEE Trans Dependable Secure Comput"},{"key":"2621_CR6","doi-asserted-by":"publisher","first-page":"652","DOI":"10.1016\/j.jpdc.2009.03.007","volume":"69","author":"ThJ Hacker","year":"2009","unstructured":"Hacker ThJ, Romero F, Carothers CD (2009) An analysis of clustered failures on large supercomputing systems. J Parallel Distrib Comput 69:652\u2013665","journal-title":"J Parallel Distrib Comput"},{"key":"2621_CR7","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-319-20943-2_1","volume-title":"Fault-tolerance techniques for high-performance computing","year":"2015","unstructured":"H\u00e9rault T, Robert Y (eds) (2015) Fault-tolerance techniques for high-performance computing. Springer, Berlin, pp 3\u201385"},{"key":"2621_CR8","doi-asserted-by":"crossref","unstructured":"Hiroyama S, Dohi T, Okamura H (2010) Comparison of aperiodic checkpoint placement algorithms. In: Proceedings of the Advanced Computer Science and Information Technology, AST20120, Miyazaki, June 23\u201325","DOI":"10.1007\/978-3-642-13346-6_14"},{"issue":"1","key":"2621_CR9","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1016\/j.future.2007.02.002","volume":"24","author":"D Buntinas","year":"2008","unstructured":"Buntinas D, Coti C, H\u00e9rault T, Lemarinier P, Pilard L, Rezmerita A, Rodr\u00edguez E, Cappello F (2008) Blocking vs. non-blocking coordinated checkpointing for large-scale fault tolerant MPI. Future Gener Comput Syst 24(1):73\u201384","journal-title":"Future Gener Comput Syst"},{"key":"2621_CR10","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1016\/j.camwa.2005.11.002","volume":"51","author":"K Naruse","year":"2006","unstructured":"Naruse K, Umemura Sh, Nakagawa S (2006) Optimal checkpointing interval for two-level recovery schemes. Comput Math Appl 51:371\u2013376","journal-title":"Comput Math Appl"},{"key":"2621_CR11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.01045912014","author":"H Li","year":"2014","unstructured":"Li H, Pang L, Wang Z (2014) Two-level incremental checkpoint recovery scheme for reducing system total overheads. PLoS ONE. https:\/\/doi.org\/10.1371\/journal.pone.01045912014","journal-title":"PLoS ONE"},{"key":"2621_CR12","doi-asserted-by":"crossref","unstructured":"Benoit A, Cavelan A, Robert Y, Sun H (2015) Optimal resilience patterns to cope with fail-stop and silent errors. Research Report RR-8786, LIP-ENS Lyon <hal-01215857>","DOI":"10.1109\/IPDPS.2016.39"},{"issue":"1","key":"2621_CR13","doi-asserted-by":"publisher","first-page":"244","DOI":"10.1109\/TPDS.2016.2546248","volume":"28","author":"S Di","year":"2017","unstructured":"Di S, Robert Y, Vivien F, Cappello F (2017) Toward an optimal online checkpoint solution under a two-level HPC checkpoint model. IEEE Trans Parallel Distrib Syst 28(1):244\u2013259","journal-title":"IEEE Trans Parallel Distrib Syst"},{"issue":"9","key":"2621_CR14","doi-asserted-by":"publisher","first-page":"2255","DOI":"10.1109\/TPDS.2013.100","volume":"25","author":"K Mohror","year":"2014","unstructured":"Mohror K, Moody A, Bronevetsky G, Supinski BR (2014) Detailed modelling and evaluation of a scalable multilevel checkpointing system. IEEE Trans Parallel Distrib Syst 25(9):2255\u20132263","journal-title":"IEEE Trans Parallel Distrib Syst"},{"key":"2621_CR15","doi-asserted-by":"crossref","unstructured":"Ferreira KB, Widener P, Levy S, Arnold D, Hoefler T (2014) Understanding the effect of communication and coordination on checkpointing at scale. In: Supercomputing Conference (SC14), Nov. 16\u201321, New Orleans","DOI":"10.1109\/SC.2014.77"},{"key":"2621_CR16","doi-asserted-by":"publisher","first-page":"2772","DOI":"10.1002\/cpe.3173","volume":"26","author":"G Bolsica","year":"2014","unstructured":"Bolsica G, Bouteiller A, Brunet E, Cappello F, Dongarra J, Guermouche A, H\u00e9rault Th, Robert Y, Vivien F, Zaidouni D (2014) Unified model for assessing checkpointing protocols at extreme-scale. Concurr Comput Pract Exp 26:2772\u20132791","journal-title":"Concurr Comput Pract Exp"},{"key":"2621_CR17","doi-asserted-by":"crossref","unstructured":"Bouguerra MS, Gainaru A, G\u00f3mez LB, Cappello F, Matsuoka S, Maruyama N (2013) Improving the computing efficiency of HPC systems using a combination of proactive and preventive checkpointing. In: Proceedings of the IEEE 27th International Symposium on Parallel and Distributed Processing, May 20\u201324, Boston","DOI":"10.1109\/IPDPS.2013.74"},{"issue":"1","key":"2621_CR18","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1109\/TR.2009.2034291","volume":"59","author":"NR Gottumukkala","year":"2010","unstructured":"Gottumukkala NR, Nassar R, Paun M, Leangsuksun ChB, Scott SL (2010) Reliability of a system of K nodes for high performance computing applications. IEEE Trans Reliab 59(1):162\u2013169","journal-title":"IEEE Trans Reliab"},{"issue":"3","key":"2621_CR19","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1142\/S0129054110007283","volume":"21","author":"M Paun","year":"2010","unstructured":"Paun M, Naksinehaboon N, Nassar R, Leangsuksun Ch, Scott SL, Taerat N (2010) Incremental checkpoint schemes for Weibull failure distribution. Int J Found Comput Sci 21(3):329\u2013344","journal-title":"Int J Found Comput Sci"},{"key":"2621_CR20","doi-asserted-by":"crossref","unstructured":"Bouguerra MS, Gautier T, Trystram D, Vincent JM (2010) A flexible checkpoint\/restart model in distributed systems. In: PPAM 2009, Part I, LNCS 6067, pp 206\u2013215","DOI":"10.1007\/978-3-642-14390-8_22"},{"key":"2621_CR21","doi-asserted-by":"crossref","unstructured":"Aupy G, Benoit A, H\u00e9rault T, Robert Y, Dongarra J (2013) Optimal checkpointing period: time vs. energy. In: Proceedings of the Benchmarking and Simulation of High Performance Computer Systems, Supercomputing Conference (SC13), Nov. 17\u201322, Denver","DOI":"10.1007\/978-3-319-10214-6_10"},{"issue":"6","key":"2621_CR22","doi-asserted-by":"publisher","first-page":"656","DOI":"10.1109\/12.689645","volume":"47","author":"NH Vaidya","year":"1998","unstructured":"Vaidya NH (1998) A case for two-level recovery schemes. IEEE Trans Comput 47(6):656\u2013666","journal-title":"IEEE Trans Comput"},{"key":"2621_CR23","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1016\/j.future.2004.11.016","volume":"22","author":"JT Daly","year":"2006","unstructured":"Daly JT (2006) A higher order estimate of the optimum checkpoint interval for restart dumps. Future Gener Comput Syst 22:303\u2013312","journal-title":"Future Gener Comput Syst"},{"issue":"9","key":"2621_CR24","doi-asserted-by":"publisher","first-page":"530","DOI":"10.1145\/361147.361115","volume":"17","author":"W Young","year":"1974","unstructured":"Young W (1974) A first order approximation to the optimum checkpoint interval. Commun ACM 17(9):530\u2013531","journal-title":"Commun ACM"},{"key":"2621_CR25","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1007\/BF00277388","volume":"27","author":"E Gelenbe","year":"1990","unstructured":"Gelenbe E, Hern\u00e1ndez M (1990) Optimum checkpoints with age dependent failures. Acta Inf 27:517\u2013531","journal-title":"Acta Inf"},{"key":"2621_CR26","volume-title":"The theory of stochastic processes","author":"DR Cox","year":"1972","unstructured":"Cox DR, Miller HD (1972) The theory of stochastic processes. Chapman and Hall Ltd, London"},{"issue":"8","key":"2621_CR27","doi-asserted-by":"publisher","first-page":"942","DOI":"10.1109\/12.609281","volume":"46","author":"NH Vaidya","year":"1997","unstructured":"Vaidya NH (1997) Impact of checkpoint latency on overhead ratio of a checkpointing scheme. IEEE Trans Comput 46(8):942\u2013947","journal-title":"IEEE Trans Comput"},{"key":"2621_CR28","unstructured":"Vaidya NH (1995) On checkpoint latency, tex. As A&M University, Report 95015"},{"issue":"7","key":"2621_CR29","doi-asserted-by":"publisher","first-page":"699","DOI":"10.1109\/12.936236","volume":"50","author":"Y Ling","year":"2001","unstructured":"Ling Y, Mi J, Lin X (2001) A variational calculus approach to optimal checkpoint placement. IEEE Trans Comput 50(7):699\u2013708","journal-title":"IEEE Trans Comput"},{"issue":"2","key":"2621_CR30","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1109\/TDSC.2006.22","volume":"3","author":"T Ozaki","year":"2006","unstructured":"Ozaki T, Dohi T, Okamura H, Kaio N (2006) Distribution-free checkpoint placement algorithms based on min\u2013max principle. IEEE Trans Dependable Secure Comput 3(2):130\u2013140","journal-title":"IEEE Trans Dependable Secure Comput"},{"key":"2621_CR31","doi-asserted-by":"crossref","unstructured":"Plank JS, Elwasif WR (1997) Experimental assessment of workstation failures and their impact on checkpointing systems. In: 28th Annual International Symposium on Fault-Tolerant Computing, Munich, pp 48\u201357 (also as Univ. Tennessee Technical Report UT CS 97379, 1997)","DOI":"10.1109\/FTCS.1998.689454"},{"key":"2621_CR32","unstructured":"Liu Y, Nassar R, Leangsuksun CB, Naksinehaboon N, Paun M, Scott SL (2008) An optimal checkpoint\/restart model for a large scale high performance computing system. In: Proceedings of the IEEE International Symposium Parallel and Distributed Processing, Miami, pp 1\u20139"},{"key":"2621_CR33","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/j.peva.2008.11.003","volume":"66","author":"T Ozaki","year":"2009","unstructured":"Ozaki T, Dohi T, Kaio N (2009) Numerical computation algorithms for sequential checkpoint placement. Perform Eval 66:311\u2013326","journal-title":"Perform Eval"},{"volume-title":"Fault-tolerance techniques for high-performance computing, chapter 1, computer communications and networks series","year":"2015","key":"2621_CR34","unstructured":"Herault T, Robert Y (eds) (2015) Fault-tolerance techniques for high-performance computing, chapter 1, computer communications and networks series. Springer, Berlin"},{"key":"2621_CR35","doi-asserted-by":"publisher","first-page":"1914","DOI":"10.1016\/j.spl.2006.04.041","volume":"76","author":"O Kella","year":"2006","unstructured":"Kella O, Stadje W (2006) Superposition of renewal processes and an application to multi-server queues. Stat Probab Lett 76:1914\u20131924","journal-title":"Stat Probab Lett"},{"key":"2621_CR36","unstructured":"Private Communication (2016) SLURM user group meeting, Sept. 26\u201327, Athens"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11227-018-2621-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-018-2621-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-018-2621-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,8]],"date-time":"2025-07-08T20:12:53Z","timestamp":1752005573000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11227-018-2621-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9,22]]},"references-count":36,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2019,2]]}},"alternative-id":["2621"],"URL":"https:\/\/doi.org\/10.1007\/s11227-018-2621-1","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"type":"print","value":"0920-8542"},{"type":"electronic","value":"1573-0484"}],"subject":[],"published":{"date-parts":[[2018,9,22]]},"assertion":[{"value":"22 September 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}