{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T15:37:38Z","timestamp":1742398658740,"version":"3.38.0"},"reference-count":21,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2000,8,1]],"date-time":"2000-08-01T00:00:00Z","timestamp":965088000000},"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":["The International Journal of High Performance Computing Applications"],"published-print":{"date-parts":[[2000,8]]},"abstract":"<jats:p> This paper presents a simulation-based performance prediction framework for large-scale, data-intensive applications on large-scale machines. The framework consists of two components: application emulators and a suite of simulators. Application emulators provide a parameterized model of data access and computation patterns of the applications and enable changing critical application components (input data partitioning, data declustering, processing structure, etc.). The suite of simulators executes quickly on a high performance workstation to allow performance prediction of large-scale parallel machine configurations. The key to efficient simulation of very large configurations is to elide the majority of low-level hardware events while preserving data dependencies and distributions. The authors evaluate their performance prediction tool using a set of three data-intensive applications. <\/jats:p>","DOI":"10.1177\/109434200001400305","type":"journal-article","created":{"date-parts":[[2005,3,8]],"date-time":"2005-03-08T19:23:06Z","timestamp":1110309786000},"page":"216-227","source":"Crossref","is-referenced-by-count":3,"title":["Efficient Performance Prediction for Large-Scale, Data-Intensive Applications"],"prefix":"10.1177","volume":"14","author":[{"given":"Tahsin","family":"Kurc","sequence":"first","affiliation":[{"name":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A."}]},{"given":"Mustafa","family":"Uysal","sequence":"additional","affiliation":[{"name":"Hewlett-Packard Laboratories, Palo Alto, California, U.S.A."}]},{"given":"Hyeonsang","family":"Eom","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A."}]},{"given":"Jeff","family":"Hollingsworth","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A."}]},{"given":"Joel","family":"Saltz","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A., Department of Pathology, Johns Hopkins University,\r                        Baltimore, Maryland, U.S.A."}]},{"given":"Alan","family":"Sussman","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Maryland, College Park,\r                        Maryland, U.S.A."}]}],"member":"179","published-online":{"date-parts":[[2000,8,1]]},"reference":[{"volume-title":"Proceedings of the Fourth Annual Workshop on I\/O in Parallel and Distributed Systems (IOPADS)","author":"Acharya, A.","key":"atypb1"},{"volume-title":"Proceedings of the 1998 AMIA Annual Fall Symposium","author":"Afework, A.","key":"atypb2"},{"key":"atypb3","doi-asserted-by":"publisher","DOI":"10.1109\/69.553164"},{"volume-title":"Proceedings of the 1997 ACM\/IEEE SC97 Conference","author":"Bagrodia, R.","key":"atypb4"},{"first-page":"284","volume-title":"Proceedings of the Joint Conference on Performance Tools\/MMB 1995","author":"Brehm, J.","key":"atypb5"},{"volume-title":"Proceedings of the Second Merged IPPS\/SPDP Symposiums","author":"Chang, C.","key":"atypb6"},{"volume-title":"Proceedings of the 13th International Conference on Data Engineering","author":"Chang, C.","key":"atypb7"},{"volume-title":"Using analytical performance prediction for architectural scaling","year":"1995","author":"Clement, M. J.","key":"atypb8"},{"volume-title":"Proceedings of the 2000 International Parallel and Distributed Processing Symposium","author":"Eom, H.","key":"atypb9"},{"first-page":"223","volume-title":"Proceedings of Int. Conference on Parallel Processing","author":"G\u00fcrsoy, A.","key":"atypb10"},{"volume-title":"Tango Lite: A multiprocessor simulation environment","year":"1993","author":"Herrod, S.","key":"atypb11"},{"volume-title":"Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing","author":"Kurc, T. M.","key":"atypb12"},{"volume-title":"Fifth Brazilian Symposium on Computer Architecture","author":"Mendes, C. L.","key":"atypb13"},{"volume-title":"Proceedings of the 1993 ACM SIGMETRICS Conference on Measuring and Modeling of Computer Systems","author":"Reinhardt, S.","key":"atypb14"},{"key":"atypb15","doi-asserted-by":"publisher","DOI":"10.1109\/88.473612"},{"key":"atypb16","doi-asserted-by":"publisher","DOI":"10.1109\/2.268881"},{"volume-title":"Cluster Computing Conference","author":"Schopf, J. M.","key":"atypb17"},{"key":"atypb18","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8191(97)00117-8"},{"first-page":"675","volume-title":"Proceedings of Euro-Par\u201996","author":"Simon, J.","key":"atypb19"},{"first-page":"243","volume-title":"Proceedings of the Fourth Workshop on Languages, Compilers and Run-Time Systems for Scalable Computers","author":"Uysal, M.","key":"atypb20"},{"key":"atypb21","doi-asserted-by":"publisher","DOI":"10.1006\/jpdc.1996.0129"}],"container-title":["The International Journal of High Performance Computing Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/109434200001400305","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/109434200001400305","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,4]],"date-time":"2025-03-04T10:14:36Z","timestamp":1741083276000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/109434200001400305"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000,8]]},"references-count":21,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2000,8]]}},"alternative-id":["10.1177\/109434200001400305"],"URL":"https:\/\/doi.org\/10.1177\/109434200001400305","relation":{},"ISSN":["1094-3420","1741-2846"],"issn-type":[{"type":"print","value":"1094-3420"},{"type":"electronic","value":"1741-2846"}],"subject":[],"published":{"date-parts":[[2000,8]]}}}