{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T17:50:17Z","timestamp":1754157017165,"version":"3.41.2"},"reference-count":17,"publisher":"Emerald","issue":"8","license":[{"start":{"date-parts":[[2010,8,10]],"date-time":"2010-08-10T00:00:00Z","timestamp":1281398400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010,8,10]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-heading\">Purpose<\/jats:title><jats:p>In the grid\u2010based simulation, the resource application needed is distributed in the grid environment as grid service, and time management is a key problem in the simulation system. Grid workflow provides convenience for grid user to management and executes grid services. But it emphasizes process and no time\u2010management, so a temporally constrained grid workflow model is pointed out based on grid flow with temporally constraint to schedule resources and manage time.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Design\/methodology\/approach<\/jats:title><jats:p>The temporally constrained grid workflow model is distributed model: the federate has local temporal constraints and interactive temporal constraints among federates. The problem to manage time is a temporally distributed constraint satisfaction problem given deadline time and duration time of grid services. Multi\u2010asynchronous weak\u2010commitment search (AWS) algorithm is an approach to resolve DCSP, so a practical example of a simulation project\u2010based grid system was presented to introduce application of Multi\u2010AWS algorithm.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Findings<\/jats:title><jats:p>The temporally constrained grid workflow is based temporal reasoning and grid workflow description about grid services.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Originality\/value<\/jats:title><jats:p>The new problem about scheduling resources and managing time in the grid\u2010based simulation is pointed out; and the approach to resolve the problem is applied into a practical example.<\/jats:p><\/jats:sec>","DOI":"10.1108\/03684921011063646","type":"journal-article","created":{"date-parts":[[2010,8,28]],"date-time":"2010-08-28T07:18:27Z","timestamp":1282979907000},"page":"1344-1350","source":"Crossref","is-referenced-by-count":4,"title":["A scheduling model for temporally constrained grid workflow for distributed simulation system on grid"],"prefix":"10.1108","volume":"39","author":[{"given":"Qing","family":"Yang","sequence":"first","affiliation":[]},{"given":"Hongwei","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Wan","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Wang","family":"Lijuan","sequence":"additional","affiliation":[]}],"member":"140","reference":[{"key":"key2022032119471901900_b5","unstructured":"Bohu, L., Xudong, C., Wenhai, Z., Jiaguang, S., Bingcheng, L., Huizhong, W. and Xiaoyuan, P. (2004), \u201cSupporting environment technology of simulation based acquisition\u201d, Acta Simulata Systematica Sinica, Vol. 16 No. 2, pp. 181\u20105."},{"key":"key2022032119471901900_b1","doi-asserted-by":"crossref","unstructured":"Foster, I. (2001), \u201cThe anatomy of the grid: enabling scalable virtual organizations\u201d, Lecture Notes in Computer Science, Vol. 2150, pp. 1\u201012.","DOI":"10.1007\/3-540-44681-8_1"},{"key":"key2022032119471901900_b2","unstructured":"GWS (2010), Grid Workflow Services, available at: www.cacr.caltech.edu\/SFExpress\/."},{"key":"key2022032119471901900_b12","unstructured":"Kafeza, E. (2000), \u201cTemporal aspects in workflow management systems\u201d, PhD thesis Defense, Hong Kong University of Science and Technology, Hong Kong, p. 11."},{"key":"key2022032119471901900_b11","doi-asserted-by":"crossref","unstructured":"Krauter, K., Buyya, R. and Maheswaran, M. 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(2003), \u201cGridflow: a flexible framework for fault tolerance in the grid\u201d, PhD thesis, University of Southern California, Los Angeles, CA, p. 8."},{"key":"key2022032119471901900_frd5","unstructured":"Junwei, C., Jarvis, S.A. and Sain, S. (2004), \u201cGridflow: workflow management for grid computing\u201d, p. 1, available at: http:\/\/ieeexplore.ieee.org\/ie5\/8544\/27003\/01199369.pdf."},{"key":"key2022032119471901900_frd6","unstructured":"Wang, W. and Wang, B. (2006), \u201cResearch on virtual common information platform for intelligent transportation system based on grid model\u201d, Advances in Systems Science and Applications, Vol. 6 No. 2, pp. 304\u201011."},{"key":"key2022032119471901900_frd7","unstructured":"Yanqiang, D., Xudong, C., Bohu, L., Zhen, T. and Haiyan, Y. 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