{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,4]],"date-time":"2025-03-04T05:35:32Z","timestamp":1741066532037,"version":"3.38.0"},"reference-count":27,"publisher":"SAGE Publications","issue":"2","license":[{"start":{"date-parts":[[1992,8,1]],"date-time":"1992-08-01T00:00:00Z","timestamp":712627200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIMULATION"],"published-print":{"date-parts":[[1992,8]]},"abstract":"<jats:p> The importance of accurate models for the input processes of simulation is generally recognized. However, the dependencies between the input processes have, at least in queueing network simulation, been paid little attention In this paper, we consider modeling the joint distribution of the input processes required in queueing network simulation Particularly, we propose a method for modeling the dependencies between service demands. In addition, we propose a method for dividing the service demand into service times per visit. These methods are important in simulation modeling of a computer system when accounting files provide the identification data. The experiments reported indicate that the proposed methods produce accurate estimates for quantiles of the system response-time distribution <\/jats:p>","DOI":"10.1177\/003754979205900207","type":"journal-article","created":{"date-parts":[[2008,3,29]],"date-time":"2008-03-29T17:23:43Z","timestamp":1206811423000},"page":"116-126","source":"Crossref","is-referenced-by-count":1,"title":["Modeling service distributions in queueing network simulation"],"prefix":"10.1177","volume":"59","author":[{"given":"Kimmo E. E.","family":"Raatikainen","sequence":"first","affiliation":[{"name":"University of Helsinki Department of Computer Science Teollisuuskatu 23, SF-00510 Helsinki, Finland"}]}],"member":"179","published-online":{"date-parts":[[1992,8,1]]},"reference":[{"volume-title":"In 1989 Winter Simulation Conference Proceedings","author":"Avramidis, A.","key":"atypb1"},{"volume-title":"In Computer Performance","author":"Bux, W.","key":"atypb2"},{"doi-asserted-by":"publisher","key":"atypb3","DOI":"10.1080\/01621459.1981.10477654"},{"key":"atypb4","doi-asserted-by":"crossref","first-page":"408","DOI":"10.1111\/j.2517-6161.1970.tb00852.x","volume":"32","author":"Downton, F.","year":"1970","journal-title":"Journal of the Royal Statistical Society"},{"doi-asserted-by":"publisher","key":"atypb5","DOI":"10.1145\/358598.358630"},{"doi-asserted-by":"publisher","key":"atypb6","DOI":"10.1145\/358161.358170"},{"doi-asserted-by":"publisher","key":"atypb7","DOI":"10.1057\/jors.1977.32"},{"volume-title":"In 1986 Winter Simulation Conference Proceeding","author":"Iman, R.L.","key":"atypb8"},{"doi-asserted-by":"publisher","key":"atypb9","DOI":"10.1080\/03610918208812265"},{"volume-title":"Computer program announcement in The American Statistician","author":"Iman, R.L.","key":"atypb10"},{"doi-asserted-by":"publisher","key":"atypb11","DOI":"10.1080\/01621459.1981.10477628"},{"volume-title":"In 1984 Winter Simulation Conference Procecdings","author":"Kelton, W.D.","key":"atypb12"},{"unstructured":"Khoshgoftaar, T.M., and H.G. Perros. 1987. \"A Comparison of Three Methods of Estimation for Approximating General Distributions by a Coxian Distribution.\" In Modelling Techniques and Performance Evaluation , pp. 81-89, S. Fdida and G. Pujolle (eds.). North-Holland, Amsterdam.","key":"atypb13"},{"doi-asserted-by":"publisher","key":"atypb14","DOI":"10.1080\/03610917508548356"},{"doi-asserted-by":"publisher","key":"atypb15","DOI":"10.1080\/03610917508548422"},{"volume-title":"On Generalization of Job Routing Behavior in a Queueing Network Model","year":"1975","author":"Kobayashi, H.","key":"atypb16"},{"volume-title":"Simulation Modelling and Analysis","year":"1982","author":"Law, A.M.","key":"atypb17"},{"unstructured":"Lazowska, E.D. 1977. \" The Use of Percentiles in Modeling CPU Service Time Distributions.\" In Computer Performance, pp. 53-66, K. M. Chandy and M. Reiser (eds.). North-Holland, Amsterdam.","key":"atypb18"},{"unstructured":"Lazowska, E.D. and C.A. Addison. 1979. \"Selecting Parameter Values for Servers of the Phase Type. In Performance of Computer Systems, pp. 407-420, M. Arato, A. Butrimenko and E. Gelenbe (eds.). North-Holland, Amsterdam.","key":"atypb19"},{"key":"atypb20","first-page":"119","volume":"32","author":"Mardia, K.V.","year":"1970","journal-title":"Sankhya"},{"doi-asserted-by":"publisher","key":"atypb21","DOI":"10.1002\/nav.3800240108"},{"key":"atypb22","first-page":"69","volume":"35","author":"Paulson, A.S.","year":"1973","journal-title":"Sankhya"},{"doi-asserted-by":"publisher","key":"atypb23","DOI":"10.1080\/03610919108812958"},{"doi-asserted-by":"publisher","key":"atypb24","DOI":"10.1080\/00401706.1977.10489525"},{"unstructured":"Schmeiser, B.W. , and R. Lal. 1980. \"Multivariate Modeling in Simulation: A Survey.\" In ASQC Technical Conference Transactions , Vol 34, pp. 252-261, (May 20-22, 1980 , Atlanta, Ga.). The American Society for Quality Control, Milwaukee, Wis.","key":"atypb25"},{"doi-asserted-by":"publisher","key":"atypb26","DOI":"10.1287\/opre.30.2.355"},{"volume-title":"Empirical Processes with Applications to Statistics","year":"1986","author":"Shorack, G.R.","key":"atypb27"}],"container-title":["SIMULATION"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/003754979205900207","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/003754979205900207","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,3]],"date-time":"2025-03-03T10:59:27Z","timestamp":1740999567000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/003754979205900207"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1992,8]]},"references-count":27,"journal-issue":{"issue":"2","published-print":{"date-parts":[[1992,8]]}},"alternative-id":["10.1177\/003754979205900207"],"URL":"https:\/\/doi.org\/10.1177\/003754979205900207","relation":{},"ISSN":["0037-5497","1741-3133"],"issn-type":[{"type":"print","value":"0037-5497"},{"type":"electronic","value":"1741-3133"}],"subject":[],"published":{"date-parts":[[1992,8]]}}}