{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,11]],"date-time":"2026-01-11T03:49:56Z","timestamp":1768103396820,"version":"3.49.0"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2020,1,27]],"date-time":"2020-01-27T00:00:00Z","timestamp":1580083200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,27]],"date-time":"2020-01-27T00:00:00Z","timestamp":1580083200000},"content-version":"vor","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":[[2020,11]]},"DOI":"10.1007\/s11227-020-03175-4","type":"journal-article","created":{"date-parts":[[2020,1,27]],"date-time":"2020-01-27T18:03:37Z","timestamp":1580148217000},"page":"8787-8800","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Improving utilization of heterogeneous clusters"],"prefix":"10.1007","volume":"76","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9481-8724","authenticated-orcid":false,"given":"Esteban","family":"Stafford","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 Luis","family":"Bosque","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,1,27]]},"reference":[{"key":"3175_CR1","doi-asserted-by":"crossref","unstructured":"Beltr\u00e1n M, Guzm\u00e1n A, Bosque JL (2006) Dealing with heterogeneity in load balancing algorithms. In: 5th International Symposium on Parallel and Distributed Computing (ISPDC 2006), 6\u20139 July 2006, Timisoara, Romania, pp 123\u2013132","DOI":"10.1109\/ISPDC.2006.17"},{"key":"3175_CR2","doi-asserted-by":"crossref","unstructured":"Deng W, Liu F, Jin H, Liao X, Liu H, Chen L (2012) Lifetime or energy: consolidating servers with reliability control in virtualized cloud datacenters. In: 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, pp 18\u201325","DOI":"10.1109\/CloudCom.2012.6427550"},{"key":"3175_CR3","doi-asserted-by":"crossref","unstructured":"Guenter B, Jain N, Williams C (2011) Managing cost, performance, and reliability tradeoffs for energy-aware server provisioning. In: 2011 Proceedings IEEE INFOCOM, pp 1332\u20131340","DOI":"10.1109\/INFCOM.2011.5934917"},{"issue":"9","key":"3175_CR4","doi-asserted-by":"publisher","first-page":"2729","DOI":"10.1002\/cpe.3737","volume":"28","author":"T Alam","year":"2016","unstructured":"Alam T, Raza Z (2016) An adaptive threshold based hybrid load balancing scheme with sender and receiver initiated approach using random information exchange. Concurr Comput: Pract Exp 28(9):2729\u20132746","journal-title":"Concurr Comput: Pract Exp"},{"issue":"8","key":"3175_CR5","doi-asserted-by":"publisher","first-page":"1062","DOI":"10.1016\/j.jpdc.2006.04.014","volume":"66","author":"JL Bosque","year":"2006","unstructured":"Bosque JL, Robles OD, Pastor L, Rodr\u00edguez A (2006) Parallel CBIR implementations with load balancing algorithms. J Parallel Distrib Comput 66(8):1062\u20131075","journal-title":"J Parallel Distrib Comput"},{"issue":"3","key":"3175_CR6","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1007\/s11227-011-0595-3","volume":"58","author":"J Mart\u00ednez","year":"2011","unstructured":"Mart\u00ednez J, Almeida F, Garz\u00f3n E, Acosta A, Blanco V (2011) Adaptive load balancing of iterative computation on heterogeneous nondedicated systems. J Supercomput 58(3):385\u2013393","journal-title":"J Supercomput"},{"key":"3175_CR7","unstructured":"Belgaum MR, Soomro S, Alansari Z, Musa S, Alam M, Su\u2019ud MM (2019) Load balancing with preemptive and non-preemptive task scheduling in cloud computing. In: CoRR, arXiv:abs\/1905.03094"},{"issue":"8","key":"3175_CR8","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1016\/j.peva.2008.01.001","volume":"65","author":"V Ungureanu","year":"2008","unstructured":"Ungureanu V, Melamed B, Katehakis M (2008) Effective load balancing for cluster-based servers employing job preemption. Perform Eval 65(8):606\u2013622","journal-title":"Perform Eval"},{"key":"3175_CR9","doi-asserted-by":"crossref","unstructured":"Gerofi B, Ishikawa Y (2011) Workload adaptive checkpoint scheduling of virtual machine replication. In: 2011 IEEE 17th Pacific Rim International Symposium on Dependable Computing, pp 204\u2013213","DOI":"10.1109\/PRDC.2011.32"},{"key":"3175_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jocs.2015.02.006","volume":"8","author":"Dominik Bartuschat","year":"2014","unstructured":"Bartuschat Dominik, R\u00fcde Ulrich (2014) Parallel multiphysics simulations of charged particles in microfluidic flows. J Comput Sci 8:1\u201319","journal-title":"J Comput Sci"},{"issue":"3","key":"3175_CR11","doi-asserted-by":"publisher","first-page":"1104","DOI":"10.1007\/s11227-013-0881-3","volume":"65","author":"JL Bosque","year":"2013","unstructured":"Bosque JL, Toharia P, Robles OD, Pastor L (2013) A load index and load balancing algorithm for heterogeneous clusters. J Supercomput 65(3):1104\u20131113","journal-title":"J Supercomput"},{"issue":"3","key":"3175_CR12","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1145\/263326.263344","volume":"15","author":"M Harchol-Balter","year":"1997","unstructured":"Harchol-Balter M, Downey AB (1997) Exploiting process lifetime distributions for dynamic load balancing. ACM Trans Comput Syst 15(3):253\u2013285","journal-title":"ACM Trans Comput Syst"},{"key":"3175_CR13","doi-asserted-by":"crossref","unstructured":"Ansel J, Arya K, Cooperman G (2009) DMTCP: transparent checkpointing for cluster computations and the desktop. In: IEEE International Symposium on Parallel and Distributed Processing, Rome, pp 1\u201312","DOI":"10.1109\/IPDPS.2009.5161063"},{"issue":"2","key":"3175_CR14","doi-asserted-by":"publisher","first-page":"585","DOI":"10.1109\/TPDS.2015.2407900","volume":"27","author":"Y Jiang","year":"2016","unstructured":"Jiang Y (2016) A survey of task allocation and load balancing in distributed systems. IEEE Trans Parallel Distrib Syst 27(2):585\u2013599","journal-title":"IEEE Trans Parallel Distrib Syst"},{"issue":"3","key":"3175_CR15","doi-asserted-by":"publisher","first-page":"1610","DOI":"10.1007\/s11227-018-2718-6","volume":"75","author":"A Cabrera P\u00e9rez","year":"2019","unstructured":"Cabrera P\u00e9rez A, Acosta A, Almeida F, Blanco P\u00e9rez V (2019) A heuristic technique to improve energy efficiency with dynamic load balancing. J Supercomput 75(3):1610\u20131624","journal-title":"J Supercomput"},{"issue":"2","key":"3175_CR16","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1109\/TPDS.2016.2582160","volume":"28","author":"JLJ Laredo","year":"2017","unstructured":"Laredo JLJ, Guinand F, Olivier D, Bouvry P (2017) Load balancing at the edge of chaos: how self-organized criticality can lead to energy-efficient computing. IEEE Trans Parallel Distrib Syst 28(2):517\u2013529","journal-title":"IEEE Trans Parallel Distrib Syst"},{"issue":"5","key":"3175_CR17","first-page":"371","volume":"3","author":"J Sheetlani","year":"2016","unstructured":"Sheetlani J, Khanna MS (2016) Classification of task partitioning and load balancing strategies in distributed parallel computing systems. Int J Comput Syst 3(5):371\u2013375","journal-title":"Int J Comput Syst"},{"issue":"15","key":"3175_CR18","first-page":"8","volume":"63","author":"P Mishra","year":"2013","unstructured":"Mishra P, Singh S, Mishra M, Agarwal S (2013) Comparative analysis of various evolutionary techniques of load balancing: a review. Int J Comput Appl 63(15):8\u201313","journal-title":"Int J Comput Appl"},{"issue":"3","key":"3175_CR19","doi-asserted-by":"publisher","first-page":"1104","DOI":"10.1007\/s11227-013-0881-3","volume":"65","author":"JL Bosque","year":"2013","unstructured":"Bosque JL, Toharia P, Robles OD, Pastor L (2013) A load balancing algorithm for heterogeneous clusters. J Supercomput 65(3):1104\u20131113","journal-title":"J Supercomput"},{"key":"3175_CR20","doi-asserted-by":"crossref","unstructured":"Sant\u2019Ana L, Cordeiro D, de\u00a0Camargo RY (2019) PLB-HAC: dynamic load-balancing for heterogeneous accelerator clusters. In: Euro-Par 2019: 25th International Conference on Parallel and Distributed Computing, Proceedings, pp 197\u2013209","DOI":"10.1007\/978-3-030-29400-7_15"},{"issue":"3","key":"3175_CR21","doi-asserted-by":"publisher","first-page":"1163","DOI":"10.1007\/s11227-014-1320-9","volume":"71","author":"A Coca\u00f1a Fern\u00e1ndez","year":"2015","unstructured":"Coca\u00f1a Fern\u00e1ndez A, Ranilla J, S\u00e1nchez L (2015) Energy-efficient allocation of computing node slots in HPC clusters through parameter learning and hybrid genetic fuzzy system modeling. J Supercomput 71(3):1163\u20131174","journal-title":"J Supercomput"},{"key":"3175_CR22","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.engappai.2015.10.003","volume":"48","author":"A Coca\u00f1a-Fern\u00e1ndez","year":"2016","unstructured":"Coca\u00f1a-Fern\u00e1ndez A, S\u00e1nchez L, Ranilla J (2016) Leveraging a predictive model of the workload for intelligent slot allocation schemes in energy-efficient HPC clusters. Eng Appl Artif Intell 48:95\u2013105","journal-title":"Eng Appl Artif Intell"},{"key":"3175_CR23","doi-asserted-by":"publisher","first-page":"2129","DOI":"10.3390\/en12112129","volume":"12","author":"A Coca\u00f1a-Fern\u00e1ndez","year":"2019","unstructured":"Coca\u00f1a-Fern\u00e1ndez A, San Jos\u00e9\u00a0Guiote E, S\u00e1nchez L, Ranilla J (2019) Eco-efficient resource management in hpc clusters through computer intelligence techniques. Energies 12:2129","journal-title":"Energies"},{"issue":"4","key":"3175_CR24","doi-asserted-by":"publisher","first-page":"571","DOI":"10.1177\/1094342018767736","volume":"33","author":"N Kohl","year":"2019","unstructured":"Kohl N, H\u00f6tzer J, Schornbaum F, Bauer M, Godenschwager C, K\u00f6stler H, Nestler B, R\u00fcde U (2019) A scalable and extensible checkpointing scheme for massively parallel simulations. Int J High Perform Comput Appl 33(4):571\u2013589","journal-title":"Int J High Perform Comput Appl"},{"key":"3175_CR25","doi-asserted-by":"crossref","unstructured":"De Falco I, Laskowski E, Olejnik R, Scafuri U, Tarantino E, Tudruj M (2018) Effective processor load balancing using multi-objective parallel extremal optimization. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO \u201918, pp 1292\u20131299","DOI":"10.1145\/3205651.3208289"},{"issue":"2","key":"3175_CR26","doi-asserted-by":"publisher","first-page":"336","DOI":"10.1109\/TDSC.2016.2548463","volume":"15","author":"N El-Sayed","year":"2018","unstructured":"El-Sayed N, Schroeder B (2018) Understanding practical tradeoffs in HPC checkpoint-scheduling policies. IEEE Trans Dependable Secure Comput 15(2):336\u2013350","journal-title":"IEEE Trans Dependable Secure Comput"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-020-03175-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11227-020-03175-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-020-03175-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,1,26]],"date-time":"2021-01-26T00:20:18Z","timestamp":1611620418000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11227-020-03175-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,1,27]]},"references-count":26,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2020,11]]}},"alternative-id":["3175"],"URL":"https:\/\/doi.org\/10.1007\/s11227-020-03175-4","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"value":"0920-8542","type":"print"},{"value":"1573-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,1,27]]},"assertion":[{"value":"27 January 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}