{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:44:16Z","timestamp":1767339856725,"version":"3.37.0"},"reference-count":51,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2009,9,2]],"date-time":"2009-09-02T00:00:00Z","timestamp":1251849600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Grid Computing"],"published-print":{"date-parts":[[2009,12]]},"DOI":"10.1007\/s10723-009-9135-2","type":"journal-article","created":{"date-parts":[[2009,9,1]],"date-time":"2009-09-01T09:12:13Z","timestamp":1251796333000},"page":"479-500","source":"Crossref","is-referenced-by-count":31,"title":["Grid Resource Availability Prediction-Based Scheduling and Task Replication"],"prefix":"10.1007","volume":"7","author":[{"given":"Brent","family":"Rood","sequence":"first","affiliation":[]},{"given":"Michael J.","family":"Lewis","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2009,9,2]]},"reference":[{"key":"9135_CR1","doi-asserted-by":"crossref","unstructured":"Abu-Ghazaleh, N., Lewis, M.: Toward self organizing Grids. In: International Conference on High Performance Distributed Computing Hot Topics Session, pp. 324\u2013327 (2006)","DOI":"10.1109\/HPDC.2006.1652167"},{"key":"9135_CR2","doi-asserted-by":"crossref","unstructured":"Amin, A., Ammar, R., Gokhale, S.: An efficient method to schedule tandem of real-time tasks in cluster computing with possible processor failures. In: Symposium on Computers and Communications, p. 1207 (2003)","DOI":"10.1109\/ISCC.2003.1214277"},{"key":"9135_CR3","doi-asserted-by":"crossref","unstructured":"Anderson, D.: Boinc: a system for public-resource computing and storage. In: IEEE\/ACM Workshop on Grid Computing, pp. 4\u201310 (2004)","DOI":"10.1109\/GRID.2004.14"},{"issue":"4","key":"9135_CR4","first-page":"335","volume":"36","author":"S Androutsellis-Theotokis","year":"2004","unstructured":"Androutsellis-Theotokis, S., Spinellis, D.: A survey of peer-to-peer content distribution tech. J. Am. Coll. Med. Coding Spec. 36(4), 335\u2013371 (2004)","journal-title":"J. Am. Coll. Med. Coding Spec."},{"key":"9135_CR5","doi-asserted-by":"crossref","unstructured":"Anglano, C., Canonico, M.: Fault-tolerant scheduling for bag-of-tasks Grid applications. In: Advances in Grid Computing - EGC 2005, pp. 630\u2013639 (2005)","DOI":"10.1007\/11508380_64"},{"key":"9135_CR6","doi-asserted-by":"crossref","unstructured":"Arpaci, R., Dusseau, A., Vahdat, A., Liu, L., Anderson, T., Patterson, D.: The interaction of parallel and sequential workloads on a network of workstations. In: International Conference on Measurement and Modeling of Computer Systems, pp. 267\u2013278 (1995)","DOI":"10.1145\/223587.223618"},{"issue":"6","key":"9135_CR7","doi-asserted-by":"crossref","first-page":"810","DOI":"10.1006\/jpdc.2000.1714","volume":"61","author":"T Braun","year":"2001","unstructured":"Braun, T., Siegel, H., Beck, N.: A comparison of eleven static heuristics for mapping a class of independent tasks onto heterogeneous distributed computing systems. J. Parallel Distrib. Comput. 61(6), 810\u2013837 (2001)","journal-title":"J. Parallel Distrib. Comput."},{"key":"9135_CR8","unstructured":"Cardinale, Y., Casanova, H.: An evaluation of job scheduling strategies for divisible loads on Grid platforms. In: High Performance Computing and Simulation Conference, pp. 705\u2013712 (2006)"},{"key":"9135_CR9","first-page":"349","volume-title":"HCW \u201900: Proceedings of the 9th Heterogeneous Computing Workshop","author":"H Casanova","year":"2000","unstructured":"Casanova, H., Zagorodnov, D., Berman, F., Legrand, A.: Heuristics for scheduling parameter sweep applications in Grid environments. In: HCW \u201900: Proceedings of the 9th Heterogeneous Computing Workshop, p. 349. IEEE Computer Society, Washington, DC (2000)"},{"key":"9135_CR10","doi-asserted-by":"crossref","unstructured":"Chun, B., Vahdat, A.: Workload and failure characterization on a large-scale federated testbed. Technical Report IRB-TR-03-040, Intel Research Berkeley (2003)","DOI":"10.1088\/1126-6708\/2003\/03\/040"},{"issue":"5","key":"9135_CR11","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1016\/S0743-7315(03)00011-X","volume":"63","author":"H Dail","year":"2003","unstructured":"Dail, H., Casanova, H., Berman, F.: A decoupled scheduling approach for Grid application development environments. J. Parallel Distrib. Comput. 63(5), 505\u2013524 (2003)","journal-title":"J. Parallel Distrib. Comput."},{"key":"9135_CR12","unstructured":"Dinda, P., O\u2019Hallaron, D.: An extensive toolkit for resource prediction in distributed systems. Technical Report CMU-CS-99-138, Carnegie Mellon University (1999)"},{"issue":"3","key":"9135_CR13","doi-asserted-by":"crossref","first-page":"300","DOI":"10.1093\/comjnl\/bxh086","volume":"48","author":"A Dogan","year":"2005","unstructured":"Dogan, A., Ozguner, F.: Biobjective scheduling algorithms for execution time-reliability trade-off in heterogeneous computing systems. Comput. J. 48(3), 300\u2013314 (2005)","journal-title":"Comput. J."},{"key":"9135_CR14","unstructured":"E.G. for EsciencE: E.G. for EsciencE homepage. http:\/\/public.eu-egee.org\/ (2008)"},{"key":"9135_CR15","doi-asserted-by":"crossref","unstructured":"Foster, I., Iamnitchi, A.: On death, taxes, and the convergence of peer-to-peer and Grid computing. In: International Workshop on Peer-To-Peer Systems (2003)","DOI":"10.1007\/978-3-540-45172-3_11"},{"key":"9135_CR16","doi-asserted-by":"crossref","unstructured":"Frey, J., Tannenbaum, T., Livny, M., Foster, I., Tuecke, S.: Condor-g: a computation management agent for multi-institutional Grids. In: International Conference on High Performance Distributed Computing, pp. 55\u201363 (2001)","DOI":"10.1109\/HPDC.2001.945176"},{"key":"9135_CR17","first-page":"674","volume-title":"International Symosium on Applications and the Internet","author":"N Fujimoto","year":"2004","unstructured":"Fujimoto, N., Hagihara, K.: A comparison among Grid scheduling algorithms for independent coarse-grained tasks. In: International Symosium on Applications and the Internet, pp. 674\u2013680. IEEE Computer Society, Washington, DC (2004)"},{"key":"9135_CR18","unstructured":"O.S. Grid: O.S. Grid homepage. http:\/\/www.opensciencegrid.org\/ (2008)"},{"key":"9135_CR19","doi-asserted-by":"crossref","unstructured":"Kang, W., Grimshaw, A.S.: Failure prediction in computational Grids. In: Simulation Symposium, pp. 275\u2013282 (2007)","DOI":"10.1109\/ANSS.2007.21"},{"issue":"9","key":"9135_CR20","doi-asserted-by":"crossref","first-page":"1156","DOI":"10.1109\/12.165396","volume":"41","author":"S Kartik","year":"1992","unstructured":"Kartik, S., Murthy, C.: Task allocation algorithms for maximizing reliability of distributed computing systems. IEEE Trans. Comput. 41(9), 1156\u20131168 (1992)","journal-title":"IEEE Trans. Comput."},{"key":"9135_CR21","doi-asserted-by":"crossref","unstructured":"Kondo, D., Anderson, D., McLeod, J.: Performance evaluation of scheduling policies for volunteer computing. In: International Conference on e-Science, pp. 415\u2013422 (2007)","DOI":"10.1109\/E-SCIENCE.2007.57"},{"key":"9135_CR22","doi-asserted-by":"crossref","unstructured":"Kondo, D., Chien, A., Casanova, H.: Resource management for rapid application turnaround on enterprise desktop Grids. In: International Conference on High Performance Computing, p. 17 (2004)","DOI":"10.1109\/SC.2004.50"},{"key":"9135_CR23","doi-asserted-by":"crossref","unstructured":"Lamehamedi, H., Szymanski, B., Shentu, Z.: Data replication strategies in Grid environments. In: in Proceedings of the Fifth International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP02), pp. 378\u2013383. Press (2002)","DOI":"10.1109\/ICAPP.2002.1173605"},{"key":"9135_CR24","doi-asserted-by":"crossref","unstructured":"Lewis, M., Grimshaw, A.: The core legion object model. In: International Conference on High Performance Distributed Computing, pp. 551\u2013561 (1996)","DOI":"10.1109\/HPDC.1996.546226"},{"key":"9135_CR25","first-page":"442","volume-title":"CCGRID \u201903: Proceedings of the 3st International Symposium on Cluster Computing and the Grid","author":"Y Li","year":"2003","unstructured":"Li, Y., Mascagni, M.: Improving performance via computational replication on a large-scale computational Grid. In: CCGRID \u201903: Proceedings of the 3st International Symposium on Cluster Computing and the Grid, p. 442. IEEE Computer Society, Washington, DC (2003)"},{"issue":"2","key":"9135_CR26","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1016\/j.future.2006.04.014","volume":"23","author":"A Litke","year":"2007","unstructured":"Litke, A., Skoutas, D., Tserpes, K., Varvarigou, T.: Efficient task replication and management for adaptive fault tolerance in mobile Grid environments. Future Gener. Comput. Syst. 23(2), 163\u2013178 (2007)","journal-title":"Future Gener. Comput. Syst."},{"key":"9135_CR27","doi-asserted-by":"crossref","unstructured":"Litzkow, M., Livny, M., Mutka, M.: Condor\u2014a hunter of idle workstations. In: International Conference on Distributed Computing Systems, pp. 104\u2013111 (1988)","DOI":"10.1109\/DCS.1988.12507"},{"issue":"1","key":"9135_CR28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1006\/jpdc.1995.1085","volume":"28","author":"DA Menasc\u00e9","year":"1995","unstructured":"Menasc\u00e9, D.A., Saha, D., da Silva Porto, S.C., Almeida, V.A.F., Tripathi S.K.: Static and dynamic processor scheduling disciplines in heterogeneous parallel architectures. Parallel J. Distrib. Comput. 28(1), 1\u201318 (1995)","journal-title":"Parallel J. Distrib. Comput."},{"key":"9135_CR29","doi-asserted-by":"crossref","unstructured":"Mickens, J., Noble, B.: Predicting node availability in peer-to-peer networks. In: International Conference on Measurement and Modeling of Computer Systems (2005)","DOI":"10.1145\/1064212.1064263"},{"key":"9135_CR30","unstructured":"Mickens, J., Noble, B.: Exploiting availability prediction in distributed systems. In: Network Systems Design and Implementation, pp. 73\u201386 (2006)"},{"key":"9135_CR31","doi-asserted-by":"crossref","unstructured":"Mickens, J., Noble, B.: Improving distributed system performance using machine availability prediction. In: International Conference on Measurement and Modeling of Computer Systems Performance Evaluation Review, vol. 34(2) (2006)","DOI":"10.1145\/1168134.1168143"},{"key":"9135_CR32","doi-asserted-by":"crossref","unstructured":"Nurmi, D., Brevik, J., Wolski, R.: Modeling machine availability in enterprise and wide-area distributed computing environments. In: Europar, pp. 432\u2013441 (2005)","DOI":"10.1007\/11549468_50"},{"key":"9135_CR33","unstructured":"Planetlab: P. L. A. open platform for developing debugging and accessing planetary scale services. http:\/\/www.planet-lab.org\/ (2008)"},{"key":"9135_CR34","unstructured":"Pietrobon, V., Orlando, S.: Performance fault prediction models. Technical Report CS-2004-3, University of Venice (2004)"},{"key":"9135_CR35","unstructured":"Qin, X., Jiang, H., Xie, C., Han, Z.: Reliability-driven scheduling for real-time tasks with precedence constraints in heterogeneous distributed systems. In: International Conference on Parallel and Distributed Computing, pp. 617\u2013623 (2000)"},{"key":"9135_CR36","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1145\/1383422.1383426","volume-title":"HPDC \u201908: Proceedings of the 17th International Symposium on High Performance Distributed Computing","author":"L Ramakrishnan","year":"2008","unstructured":"Ramakrishnan, L., Reed, D.A.: Performability modeling for scheduling and fault tolerance strategies for scientific workflows. In: HPDC \u201908: Proceedings of the 17th International Symposium on High Performance Distributed Computing, pp. 23\u201334. ACM, New York (2008)"},{"key":"9135_CR37","doi-asserted-by":"crossref","unstructured":"Ranganathan, K., Foster, I.: Identifying dynamic replication strategies for a high performance data Grid. In: In Proc. of the International Grid Computing Workshop, pp. 75\u201386 (2001)","DOI":"10.1007\/3-540-45644-9_8"},{"key":"9135_CR38","unstructured":"Ren, X., Eigenmann, R.: Empirical studies on the behavior of resource availability in fine-grained cycle sharing systems. In: International Conference on Parallel Processing, pp. 3\u201311 (2006)"},{"key":"9135_CR39","doi-asserted-by":"crossref","unstructured":"Ren, X., Lee, S., Eigenmann, R., Bagchi, S.: Resource failure prediction in fine-grained cycle sharing system. In: International Conference on High Performance Distributed Computing (2006)","DOI":"10.1145\/1272366.1272372"},{"issue":"2","key":"9135_CR40","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1007\/s10723-007-9077-5","volume":"5","author":"X Ren","year":"2007","unstructured":"Ren, X., Lee, S., Eigenmann, R., Bagchi, S.: Prediction of resource availability in fine-grained cycle sharing systems empirical evaluation. Journal of Grid Computing 5(2), 173\u2013195 (2007)","journal-title":"Journal of Grid Computing"},{"key":"9135_CR41","doi-asserted-by":"crossref","unstructured":"Rood, B., Lewis, M.: Multi-state Grid resource availability characterization. In: International Conference on Grid Computing, pp. 42\u201349 (2007)","DOI":"10.1109\/GRID.2007.4354114"},{"key":"9135_CR42","doi-asserted-by":"crossref","unstructured":"Rood, B., Lewis, M.: Scheduling on the Grid via multi-state resource availability prediction. In: International Conference on Grid Computing (2008)","DOI":"10.1109\/GRID.2008.4662791"},{"key":"9135_CR43","doi-asserted-by":"crossref","unstructured":"Sahoo, R., Oliner, A., Rish, I., Gupta, M., Moreira, J., Ma, S., Vilalta, R., Sivasubramaniam, A.: Critical event prediction for proactive management in large-scale computer clusters. In: Special Interest Group on Knowledge Discovery and Data Mining, pp. 426\u2013435 (2003)","DOI":"10.1145\/956750.956799"},{"key":"9135_CR44","doi-asserted-by":"crossref","unstructured":"Santos-neto, E., Cirne, W., Brasileiro, F., Lima, R., Grande, C.: Exploiting replication and data reuse to efficiently schedule data-intensive applications on Grids. In: Proceedings of the 10th Workshop on Job Scheduling Strategies for Parallel Processing, pp. 210\u2013232 (2004)","DOI":"10.1007\/11407522_12"},{"key":"9135_CR45","doi-asserted-by":"crossref","unstructured":"Silva, D.P.D., Cirne, W., Brasileiro, F.V., Grande, C.: Trading cycles for information: using replication to schedule bag-of-tasks applications on computational Grids. In: Applications on Computational Grids, in Proc of Euro-Par 2003, pp. 169\u2013180 (2003)","DOI":"10.1007\/978-3-540-45209-6_26"},{"key":"9135_CR46","doi-asserted-by":"crossref","unstructured":"Srinivasan, S., Jha, N.: Safety and reliability-driven task allocation in distributed systems. In: International Conference on Parallel and Distributed Systems, pp. 238\u2013251 (1999)","DOI":"10.1109\/71.755824"},{"key":"9135_CR47","unstructured":"Teragrid: Teragrid homepage. http:\/\/www.teragrid.org (2008)"},{"key":"9135_CR48","doi-asserted-by":"crossref","unstructured":"Vilalta, R., Ma, S.: Predicting rare events in temporal domains. In: International Conference on Data Mining, p. 474 (2002)","DOI":"10.1109\/ICDM.2002.1183991"},{"key":"9135_CR49","unstructured":"Weiss, G., Hirsh, H.: Learning to predict rare events in categorical time-series data. In: International Conference on Machine Learning, pp. 83\u201390 (1998)"},{"key":"9135_CR50","unstructured":"Weissman, J.B.: Fault tolerant computing on the Grid: what are my options. Technical report, University of Texas at San Antonio (1998)"},{"key":"9135_CR51","doi-asserted-by":"crossref","first-page":"757","DOI":"10.1016\/S0167-739X(99)00025-4","volume":"15","author":"R Wolski","year":"1999","unstructured":"Wolski, R., Spring, N., Hayes, J.: The network weather service: a distributed resource performance forecasting service for metacomputing. Future Gener. Comput. Syst. 15, 757\u2013768 (1999)","journal-title":"Future Gener. Comput. Syst."}],"container-title":["Journal of Grid Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-009-9135-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10723-009-9135-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-009-9135-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,11]],"date-time":"2025-02-11T23:02:52Z","timestamp":1739314972000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10723-009-9135-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,9,2]]},"references-count":51,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2009,12]]}},"alternative-id":["9135"],"URL":"https:\/\/doi.org\/10.1007\/s10723-009-9135-2","relation":{},"ISSN":["1570-7873","1572-9184"],"issn-type":[{"type":"print","value":"1570-7873"},{"type":"electronic","value":"1572-9184"}],"subject":[],"published":{"date-parts":[[2009,9,2]]}}}