{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T15:39:24Z","timestamp":1786981164484,"version":"3.56.0"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2019,3,29]],"date-time":"2019-03-29T00:00:00Z","timestamp":1553817600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Grid Computing"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s10723-019-09474-2","type":"journal-article","created":{"date-parts":[[2019,3,29]],"date-time":"2019-03-29T05:02:43Z","timestamp":1553835763000},"page":"553-575","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["The Incremental Load Balance Cloud Algorithm by Using Dynamic Data Deployment"],"prefix":"10.1007","volume":"17","author":[{"given":"Hui-Ching","family":"Hsieh","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mao-Lun","family":"Chiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2019,3,29]]},"reference":[{"issue":"4","key":"9474_CR1","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1145\/1721654.1721672","volume":"53","author":"M Armbrust","year":"2010","unstructured":"Armbrust, M., Fox, A., Griffith, R., Joseph, A.D., Katz, R., Konwinski, A., Lee, G., Patterson, D., Rabkin, A., Stoica, I., Zaharia, M: A view of cloud computing. Commun. ACM 53(4), 50\u201358 (2010)","journal-title":"Commun. ACM"},{"key":"9474_CR2","doi-asserted-by":"crossref","unstructured":"Buyya, R., Ranjan, R., Calheiros, R.N.: Modeling and simulation of scalable cloud computing environments and the CloudSim toolkit: Challenges and opportunities. In: International Conference on High Performance Computing &, Simulation, pp. 1\u201311 (2009)","DOI":"10.1109\/HPCSIM.2009.5192685"},{"key":"9474_CR3","doi-asserted-by":"crossref","unstructured":"Gunarathne, T., Wu, T.L., Qiu, J., Fox, G.: MapReduce in the clouds for science. In: IEEE Second International Conference on Cloud Computing Technology and Science (CloudCom), pp. 565\u2013572 (2010)","DOI":"10.1109\/CloudCom.2010.107"},{"key":"9474_CR4","doi-asserted-by":"crossref","unstructured":"Almuttairi, R.M., Wankar, R., Negi, A., Chillarige, R.R., Almahna, M.S.: New replica selection technique for binding replica sites in data grids. In: International Conference on Energy, Power and Control (EPC-IQ), pp. 187\u2013194 (2010)","DOI":"10.33762\/eeej.2010.54892"},{"key":"9474_CR5","unstructured":"Chang, R.S., Chang, H.P., Wang, Y.T.: A dynamic weighted data replication strategy in data grids. In: IEEE\/ACS International Conference on Computer Systems and Applications (AICCSA), pp. 414\u2013421 (2008)"},{"key":"9474_CR6","doi-asserted-by":"crossref","unstructured":"Li, W, Yang, Y, Chen, J, Yuan, D.: A Cost-effective mechanism for cloud data reliability management based on proactive replica checking. In: IEEE\/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), pp. 564\u2013571 (2012)","DOI":"10.1109\/CCGrid.2012.33"},{"key":"9474_CR7","doi-asserted-by":"crossref","unstructured":"Mansouri, Y., Monsefi, R.: Optimal number of replicas with QoS assurance in data grid environment. In: Second Asia International Conference on Modeling &, Simulation(AICMS), pp.168\u2013173 (2008)","DOI":"10.1109\/AMS.2008.147"},{"key":"9474_CR8","doi-asserted-by":"crossref","unstructured":"Ranganathann, K., Foster, I.: Identifying dynamic replication strategies for a high-performance data grid. In: Proceedings of the Second International Workshop on Grid Computing, pp. 75\u201386 (2001)","DOI":"10.1007\/3-540-45644-9_8"},{"key":"9474_CR9","doi-asserted-by":"crossref","unstructured":"Qaisar, E.J.: Introduction to cloud computing for developers: Key concepts, the players and their offerings. In: Information Technology Professional Conference (TCF Pro IT), pp. 1\u20136 (2012)","DOI":"10.1109\/TCFProIT.2012.6221131"},{"key":"9474_CR10","doi-asserted-by":"crossref","unstructured":"Mell, P., Grance, T.: The NIST Definition of Cloud Computing Technical report (2011)","DOI":"10.6028\/NIST.SP.800-145"},{"key":"9474_CR11","doi-asserted-by":"crossref","unstructured":"Muthunagai, S.U., Karthic, C.D., Sujatha, S: Efficient access of Cloud Resources through virtualization techniques. In: International Conference on Recent Trends In Information Technology (ICRTIT), pp. 174\u2013178 (2012)","DOI":"10.1109\/ICRTIT.2012.6206761"},{"issue":"4","key":"9474_CR12","doi-asserted-by":"publisher","first-page":"699720","DOI":"10.1007\/s10723-013-9269-0","volume":"11","author":"A Kertesz","year":"2013","unstructured":"Kertesz, A., Kecskemeti, G., Oriol, M., Kotcauer, P., Ace, S., Rodriguez, M., Merce, O., Marosi, A.Cs., Marco, J., Franch, X.: Enhancing federated cloud management with an integrated service monitoring approach. J. Grid Comput. 11(4), 699720 (2013)","journal-title":"J. Grid Comput."},{"key":"9474_CR13","doi-asserted-by":"crossref","unstructured":"Ghemawat, S., Gobioff, H., Leung, S.T.: The Google file system Proceedings of the nineteenth. In: ACM Symposium on Operating Systems Principles, pp. 29\u201343 (2003)","DOI":"10.1145\/1165389.945450"},{"key":"9474_CR14","doi-asserted-by":"crossref","unstructured":"Yu, H., Xiqian, G, Lan, Y, Ren, H, Chen, Y: The research about file-level trace technology. In: International Conference on Computational and Information Sciences (ICCIS), pp. 1131\u20131134 (2012)","DOI":"10.1109\/ICCIS.2012.339"},{"key":"9474_CR15","unstructured":"Qingsong, W., Veeravalli, B., Gong, B, Zeng, L, Feng, D: CDRM: a cost-effective dynamic replication management scheme for cloud storage cluster. In: IEEE International Conference on Cluster Computing (CLUSTER), pp 188\u2013196 (2010)"},{"key":"9474_CR16","doi-asserted-by":"crossref","unstructured":"Cai, B, Xie, C., Zhu, G: EDRFS: An effective distributed replication file system for small-file and data-intensive application. In: International Conference on Communication Systems Software and Middleware, pp. 1\u20137 (2007)","DOI":"10.1109\/COMSWA.2007.382422"},{"key":"9474_CR17","doi-asserted-by":"crossref","unstructured":"Kaviani, N., Wohlstadter, E, Lea, R: MANTICORE: a framework for partitioning software services for hybrid cloud. In: IEEE 4th International Conference on Cloud Computing Technology and Science (CloudCom), pp. 333\u2013340 (2012)","DOI":"10.1109\/CloudCom.2012.6427541"},{"key":"9474_CR18","doi-asserted-by":"crossref","unstructured":"Rasool, Q., Li, J, Zhang, G.S., Yang, S, Oreku, D: A load balancing replica placement strategy in data grid. In: Third International Conference on Digital Information Management ICDIM, pp. 751\u2013756 (2008)","DOI":"10.1109\/ICDIM.2008.4746731"},{"key":"9474_CR19","doi-asserted-by":"crossref","unstructured":"Sun, Y, Luo, X, Wang, Z, Wang, B, Zhang, Y, Chen, H, Li, X: Fast live cloning of virtual machine based on Xen. In: IEEE International Conference on High Performance Computing and Communications, pp. 392\u2013399 (2009)","DOI":"10.1109\/HPCC.2009.97"},{"issue":"3","key":"9474_CR20","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1007\/s10723-017-9408-0","volume":"15","author":"SN Khezr","year":"2017","unstructured":"Khezr, SN., Navimipour, N.J.: MapReduce and its applications challenges, and architecture: a comprehensive review and directions for future research. J. Grid Comput. 15(3), 295\u2013321 (2017)","journal-title":"J. Grid Comput."},{"key":"9474_CR21","doi-asserted-by":"crossref","unstructured":"Tran, X.T., Do, T.V., Rotter, C., Hwang, D.: A new data layout scheme for energy-efficient MapReduce processing tasks. J. Grid Comput., 1\u201314 (2018)","DOI":"10.1007\/s10723-018-9433-7"},{"key":"9474_CR22","unstructured":"Liu, Y., Li, Y, Xiong, L., Zhu, N, Xu, L., Yang, K.T.: The resource locating strategy based on sub-domain hybrid P2P network model. In: IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), pp. 1\u20138 (2010)"},{"key":"9474_CR23","unstructured":"Wang, N., Xu, D: Resource summary for pay-as-you-go dataspace systems. In: 9th International Conference on Signal Processing, pp. 2842\u20132845 (2008)"},{"key":"9474_CR24","doi-asserted-by":"crossref","unstructured":"Li, N., Zhang, L.J., Xu, P, Wang, L., Zheng, J, Guo, Y.: Research on pricing model of cloud storage. In: IEEE Ninth World Congress on Services (SERVICES), pp. 412\u2013419 (2013)","DOI":"10.1109\/SERVICES.2013.70"},{"key":"9474_CR25","unstructured":"Huang, Z., Peng, Y., Lin, Y.: Reducing service cost based on the skewness of data popularity for cloud storage systems. In: IEEE 7th International Symposium on Service Oriented System Engineering (SOSE), pp. 373\u2013378 (2013)"},{"key":"9474_CR26","unstructured":"Apache Hadoop Wiki, \n                    http:\/\/en.wikipedia.org\/wiki\/ApacheHadoop\n                    \n                   [accessed. 17. 2.25]"},{"key":"9474_CR27","unstructured":"The Apache Software Foundation Hadoop, \n                    http:\/\/hadoop.apache.org\/core\/\n                    \n                   [accessed. 2016. 12. 20]"},{"key":"9474_CR28","unstructured":"Computer Programming Projects, \n                    http:\/\/programming-project.blogspot.tw\/2014\/04\/general-architecture-of-google-file.html\n                    \n                   [accessed. 2018. 3. 1]"},{"key":"9474_CR29","doi-asserted-by":"crossref","unstructured":"Narayan, S., Bailey, S., Daga, A.: Hadoop acceleration in an OpenFlow based cluster. Companion High Perform. Comput. Network. Storage Anal. (SCC), 535\u2013538 (2012)","DOI":"10.1109\/SC.Companion.2012.76"},{"key":"9474_CR30","doi-asserted-by":"crossref","unstructured":"Bjorkqvist, M., Chen, L.Y., Binder, W.: Optimizing service replication in clouds. In: Proceedings of the Winter Simulation Conference (WSC) 2011, pp. 3307\u20133317 (2011)","DOI":"10.1109\/WSC.2011.6148027"},{"key":"9474_CR31","doi-asserted-by":"crossref","unstructured":"Jeon, M., Lim, K.H., Ahn, H., Lee, B.D.: Dynamic data replication scheme in the cloud computing environment. In: Second Symposium on Network Cloud Computing and Applications (NCCA), pp. 40\u201347 (2012)","DOI":"10.1109\/NCCA.2012.10"},{"key":"9474_CR32","doi-asserted-by":"crossref","unstructured":"Kamali, S., Ghodsnia, P., Daudjee, K: Dynamic data allocation with replication in distributed systems. In: IEEE 30th International Performance Computing and Communications Conference (IPCCC), pp. 1\u20138 (2011)","DOI":"10.1109\/PCCC.2011.6108075"},{"key":"9474_CR33","doi-asserted-by":"crossref","unstructured":"Li, W., Yang, Y, Yuan, D.: A novel cost-effective dynamic data replication strategy for reliability in cloud data centres. In: IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing (DASC), pp. 496\u2013502 (2011)","DOI":"10.1109\/DASC.2011.95"},{"key":"9474_CR34","doi-asserted-by":"crossref","unstructured":"Myint, J., Naing, T.T.: A data placement algorithm with binary weighted tree on PC cluster-based cloud storage system. In: International Conference on Cloud and Service Computing (CSC), pp. 315\u2013320 (2011)","DOI":"10.1109\/CSC.2011.6138540"},{"key":"9474_CR35","doi-asserted-by":"crossref","unstructured":"Vlassov, V., Li, D., Haridi, K.S.: A scalable autonomous replica management framework for grids. In: IEEE John Vincent Atanasoff Popov International Symposium on Modern Computing 2006, pp. 33\u201340 (2006)","DOI":"10.1109\/JVA.2006.5"},{"key":"9474_CR36","doi-asserted-by":"crossref","unstructured":"Xu, C., Huang, X., Yang, G., Zhou, Y.: A two-layered replica management method. In: IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) 2011, pp. 14311436","DOI":"10.1109\/TrustCom.2011.196"},{"issue":"3","key":"9474_CR37","doi-asserted-by":"publisher","first-page":"379","DOI":"10.1007\/s10723-017-9407-1","volume":"15","author":"AM Rahmani","year":"2017","unstructured":"Rahmani, A.M., Azari, L., Daniel, H.A.: A file group data replication algorithm for data grids. J. Grid Comput. 15(3), 379\u2013393 (2017)","journal-title":"J. Grid Comput."},{"key":"9474_CR38","doi-asserted-by":"crossref","unstructured":"Wu, S, Chen, G, Gao, T., Xu, L, Song, C: Replica pre-adjustment strategy based on trend analysis of file popularity within cloud environment. In: International Conference on Computer and Information Technology (CIT), pp. 219\u2013223 (2012)","DOI":"10.1109\/CIT.2012.63"},{"key":"9474_CR39","doi-asserted-by":"crossref","unstructured":"Berger, A.W.: Comparison of call gapping and percent Blocking for overload control in distributed switching systems and telecommunications networks. IEEE Trans Commun, 574\u2013580 (1991)","DOI":"10.1109\/26.81746"},{"issue":"8","key":"9474_CR40","doi-asserted-by":"publisher","first-page":"798","DOI":"10.1016\/j.future.2008.04.006","volume":"24","author":"RS Chang","year":"2008","unstructured":"Chang, R.S., Guo, M.H., Lin, H.C.: A multiple parallel downlaod scheme with server throughput and client bandwidth considerations for data grids. Fut. Gen. Comput. Syst. 24(8), 798\u2013805 (2008)","journal-title":"Fut. Gen. Comput. Syst."}],"container-title":["Journal of Grid Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-019-09474-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10723-019-09474-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-019-09474-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,3,27]],"date-time":"2020-03-27T20:07:52Z","timestamp":1585339672000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10723-019-09474-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3,29]]},"references-count":40,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["9474"],"URL":"https:\/\/doi.org\/10.1007\/s10723-019-09474-2","relation":{},"ISSN":["1570-7873","1572-9184"],"issn-type":[{"value":"1570-7873","type":"print"},{"value":"1572-9184","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,3,29]]},"assertion":[{"value":"26 September 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 January 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 March 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}