{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T13:08:16Z","timestamp":1760015296401,"version":"3.37.3"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T00:00:00Z","timestamp":1539648000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s10586-018-2849-9","type":"journal-article","created":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T01:09:10Z","timestamp":1539652150000},"page":"737-755","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Cloud workload prediction based on workflow execution time discrepancies"],"prefix":"10.1007","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5716-8857","authenticated-orcid":false,"given":"Gabor","family":"Kecskemeti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zsolt","family":"Nemeth","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Attila","family":"Kertesz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rajiv","family":"Ranjan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,10,16]]},"reference":[{"issue":"1","key":"2849_CR1","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/s10723-013-9274-3","volume":"12","author":"G Bacs\u00f3","year":"2013","unstructured":"Bacs\u00f3, G., Visegr\u00e1di, \u00c1., Kertesz, A., N\u00e9meth, Z.: On efficiency of multi-job grid allocation based on statistical trace data. J. Grid Comput. 12(1), 169\u2013186 (2013). \n                    https:\/\/doi.org\/10.1007\/s10723-013-9274-3","journal-title":"J. Grid Comput."},{"issue":"1","key":"2849_CR2","first-page":"60","volume":"2","author":"S Bhardwaj","year":"2010","unstructured":"Bhardwaj, S., Jain, L., Jain, S.: Cloud computing: a study of infrastructure as a service (IaaS). Int. J. Eng. Inf. Technol. 2(1), 60\u201363 (2010)","journal-title":"Int. J. Eng. Inf. Technol."},{"issue":"1","key":"2849_CR3","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1504\/IJBDI.2017.081184","volume":"4","author":"JBDS Brito","year":"2017","unstructured":"Brito, J.B.D.S., Ara\u00fajo, A.P.F.D.: HCE\n                    \n                      \n                    \n                    $$_m$$\n                    \n                      \n                        \n                          \n                          m\n                        \n                      \n                    \n                   model and a comparative workload analysis of hadoop cluster. Int. J. Big Data Intell. 4(1), 47\u201360 (2017)","journal-title":"Int. J. Big Data Intell."},{"key":"2849_CR4","first-page":"1","volume":"13","author":"M Caballer","year":"2014","unstructured":"Caballer, M., Blanquer, I., Molto, G., de Alfonso, C.: Dynamic management of virtual infrastructures. J. Grid Comput. 13, 1\u201318 (2014)","journal-title":"J. Grid Comput."},{"issue":"4","key":"2849_CR5","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1109\/TCC.2014.2350475","volume":"3","author":"RN Calheiros","year":"2015","unstructured":"Calheiros, R.N., Masoumi, E., Ranjan, R., Buyya, R.: Workload prediction using ARIMA model and its impact on cloud applications\u2019 QoS. IEEE Trans. Cloud Comput. 3(4), 449\u2013458 (2015)","journal-title":"IEEE Trans. Cloud Comput."},{"key":"2849_CR6","doi-asserted-by":"publisher","unstructured":"Caron, E., Desprez, F., Muresan, A.: Forecasting for grid and cloud computing on-demand resources based on pattern matching. In: Proceedings of the 2010 IEEE Second International Conference on Cloud Computing Technology and Science (CloudCom), pp. 456\u2013463 (2010). \n                    https:\/\/doi.org\/10.1109\/CloudCom.2010.65","DOI":"10.1109\/CloudCom.2010.65"},{"key":"2849_CR7","doi-asserted-by":"publisher","unstructured":"Fard, H.M., Ristov, S., Prodan, R.: Handling the uncertainty in resource performance for executing workflow applications in clouds. In: Proceedings of the 9th International Conference on Utility and Cloud Computing, UCC \u201916, pp. 89\u201398. ACM, New York, NY, USA (2016). \n                    https:\/\/doi.org\/10.1145\/2996890.2996902","DOI":"10.1145\/2996890.2996902"},{"key":"2849_CR8","volume-title":"Autonomic Computing: IBM\u2019s Perspective on the State of Information Technology","author":"P Horn","year":"2001","unstructured":"Horn, P.: Autonomic Computing: IBM\u2019s Perspective on the State of Information Technology. IBM TJ Watson Labs, New York (2001)"},{"issue":"7","key":"2849_CR9","doi-asserted-by":"publisher","first-page":"672","DOI":"10.1016\/j.future.2008.02.003","volume":"24","author":"A Iosup","year":"2008","unstructured":"Iosup, A., Li, H., Jan, M., Anoep, S., Dumitrescu, C., Wolters, L., Epema, D.H.J.: The grid workloads archive. Future Gener. Comput. Syst. 24(7), 672\u2013686 (2008). \n                    https:\/\/doi.org\/10.1016\/j.future.2008.02.003","journal-title":"Future Gener. Comput. Syst."},{"key":"2849_CR10","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1016\/j.simpat.2015.05.009","volume":"58P2","author":"G Kecskemeti","year":"2015","unstructured":"Kecskemeti, G.: DISSECT-CF: a simulator to foster energy-aware scheduling in infrastructure clouds. Simul. Model. Pract. Theory 58P2, 188\u2013218 (2015). \n                    https:\/\/doi.org\/10.1016\/j.simpat.2015.05.009","journal-title":"Simul. Model. Pract. Theory"},{"key":"2849_CR11","doi-asserted-by":"crossref","unstructured":"Kertesz, A., Otvos, F., Kacsuk, P.: A case study for biochemical application porting in European grids and clouds. Special Issue on Distributed, Parallel, and GPU-Accelerated Approaches to Computational Biology, Concurrency and Computation: Practice and Experience (2013)","DOI":"10.1002\/cpe.3115"},{"key":"2849_CR12","doi-asserted-by":"crossref","unstructured":"Khan, A., Yan, X., Tao, S., Anerousis, N.: Workload characterization and prediction in the cloud: a multiple time series approach. In: Proceedings of the 2012 IEEE Network Operations and Management Symposium (NOMS), pp. 1287\u20131294. IEEE (2012)","DOI":"10.1109\/NOMS.2012.6212065"},{"issue":"1","key":"2849_CR13","doi-asserted-by":"publisher","first-page":"1:1","DOI":"10.1145\/2522968.2522969","volume":"46","author":"K Kritikos","year":"2013","unstructured":"Kritikos, K., Pernici, B., Plebani, P., Cappiello, C., Comuzzi, M., Benrernou, S., Brandic, I., Kert\u00e9sz, A., Parkin, M., Carro, M.: A survey on service quality description. ACM Comput. Surv. 46(1), 1:1\u20131:58 (2013). \n                    https:\/\/doi.org\/10.1145\/2522968.2522969","journal-title":"ACM Comput. Surv."},{"key":"2849_CR14","doi-asserted-by":"crossref","unstructured":"Li, A., Zong, X., Kandula, S., Yang, X., Zhang, M.: CloudProphet: towards application performance prediction in cloud. In: ACM SIGCOMM Computer Communication Review, vol. 41, pp. 426\u2013427. ACM, New York (2011)","DOI":"10.1145\/2043164.2018502"},{"issue":"1","key":"2849_CR15","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.compeleceng.2015.08.016","volume":"47","author":"D Magalhaes","year":"2015","unstructured":"Magalhaes, D., Calheiros, R.N., Buyya, R., Gomes, D.G.: Workload modeling for resource usage analysis and simulation in cloud computing. Comput. Electr. Eng. 47(1), 69\u201381 (2015). \n                    https:\/\/doi.org\/10.1016\/j.compeleceng.2015.08.016","journal-title":"Comput. Electr. Eng."},{"issue":"2","key":"2849_CR16","doi-asserted-by":"publisher","first-page":"65","DOI":"10.4018\/IJGHPC.2015040105","volume":"7","author":"L Mao","year":"2015","unstructured":"Mao, L., Qi, D., Lin, W., Zhu, C.: A self-adaptive prediction algorithm for cloud workloads. Int. J. Grid High Perform. Comput. (IJGHPC) 7(2), 65\u201376 (2015)","journal-title":"Int. J. Grid High Perform. Comput. (IJGHPC)"},{"key":"2849_CR17","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.simpat.2017.09.003","volume":"79","author":"R Math\u00e1","year":"2017","unstructured":"Math\u00e1, R., Ristov, S., Prodan, R.: Simulation of a workflow execution as a real cloud by adding noise. Simul. Model. Pract. Theory 79, 37\u201353 (2017). \n                    https:\/\/doi.org\/10.1016\/j.simpat.2017.09.003.","journal-title":"Simul. Model. Pract. Theory"},{"issue":"2","key":"2849_CR18","doi-asserted-by":"publisher","first-page":"472","DOI":"10.1016\/j.future.2012.07.004","volume":"29","author":"M Maurer","year":"2013","unstructured":"Maurer, M., Brandic, I., Sakellariou, R.: Adaptive resource configuration for cloud infrastructure management. Future Gener. Comput. Syst. 29(2), 472\u2013487 (2013)","journal-title":"Future Gener. Comput. Syst."},{"key":"2849_CR19","doi-asserted-by":"publisher","unstructured":"Pietri, I., Juve, G., Deelman, E., Sakellariou, R.: A performance model to estimate execution time of scientific workflows on the cloud. In: Proceedings of the 9th Workshop on Workflows in Support of Large-Scale Science, WORKS \u201914, pp. 11\u201319. IEEE Press, Piscataway, NJ, USA (2014). \n                    https:\/\/doi.org\/10.1109\/WORKS.2014.12","DOI":"10.1109\/WORKS.2014.12"},{"issue":"2","key":"2849_CR20","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1007\/s10723-013-9282-3","volume":"12","author":"C Szabo","year":"2014","unstructured":"Szabo, C., Sheng, Q.Z., Kroeger, T., Zhang, Y., Yu, J.: Science in the cloud: allocation and execution of data-intensive scientific workflows. J. Grid Comput. 12(2), 245\u2013264 (2014)","journal-title":"J. Grid Comput."},{"issue":"2","key":"2849_CR21","doi-asserted-by":"publisher","first-page":"76","DOI":"10.4018\/IJGHPC.2016040105","volume":"8","author":"J Thaman","year":"2016","unstructured":"Thaman, J., Singh, M.: Extending dynamic scheduling policies in workflowsim by using variance based approach. Int. J. Grid High Perform. Comput. (IJGHPC) 8(2), 76\u201393 (2016)","journal-title":"Int. J. Grid High Perform. Comput. (IJGHPC)"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-2849-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-018-2849-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-2849-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,15]],"date-time":"2019-10-15T19:10:54Z","timestamp":1571166654000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-018-2849-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,16]]},"references-count":21,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["2849"],"URL":"https:\/\/doi.org\/10.1007\/s10586-018-2849-9","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2018,10,16]]},"assertion":[{"value":"27 October 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 February 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 March 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 October 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}