{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,15]],"date-time":"2026-02-15T03:26:17Z","timestamp":1771125977879,"version":"3.50.1"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2016,5,13]],"date-time":"2016-05-13T00:00:00Z","timestamp":1463097600000},"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 Ambient Intell Human Comput"],"published-print":{"date-parts":[[2016,8]]},"DOI":"10.1007\/s12652-016-0376-1","type":"journal-article","created":{"date-parts":[[2016,5,13]],"date-time":"2016-05-13T15:19:40Z","timestamp":1463152780000},"page":"475-487","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Toward integrating grid and cloud-based concepts for an enhanced deployment of spatial data warehouses in cyber-physical system applications"],"prefix":"10.1007","volume":"7","author":[{"given":"Boubaker","family":"Boulekrouche","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nafa\u00e2","family":"Jabeur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zaia","family":"Alimazighi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,5,13]]},"reference":[{"key":"376_CR1","unstructured":"Ablimit A, Fusheng W, Hoang V, Rubao L, Qiaoling L, Xiaodong Z, Joel S (2013) Hadoop-GIS: a high performance spatial data warehousing system over MapReduce. In: Proceedings of the 39th International Conference on Very Large Databases (VLDB\u20192013), pp 1009\u20131020"},{"key":"376_CR2","unstructured":"Bala M, Alimazighi Z (2012) ETL-X design: Outil d\u2019aide \u00e0 la mod\u00e9lisation de processus ETL. In: Proceedings of 6\u00e9me \u00e9dition des Avanc\u00e9es sur les Syst\u00e8mes D\u00e9cisionnels, pp 155\u2013166"},{"key":"376_CR3","first-page":"61","volume":"2014","author":"M Bala","year":"2014","unstructured":"Bala M, Boussaid O, Alimazighi Z, Bentayeb F (2014) PF-ETL: vers l\u2019int\u00e9gration de donn\u00e9es massives dans les fonctionnalit\u00e9s. Proc INFORSID 2014:61\u201376","journal-title":"Proc INFORSID"},{"key":"376_CR4","unstructured":"Bandyopadhyay S, Coyle EJ (2013) An energy efficient hierarchical clustering algorithm for wireless sensor networks. In: Proceedings of INFOCOM, pp 1713\u20131723"},{"key":"376_CR5","doi-asserted-by":"crossref","unstructured":"B\u00e9dard Y, Han J (2009) Fundamentals of spatial data warehousing for geographic knowledge discovery. In: Miller HJ, Han J (eds) Geographic data mining and knowledge discovery, 2nd edn. Taylor & Francis, pp 53\u201373","DOI":"10.1201\/9781420073980.ch3"},{"key":"376_CR6","doi-asserted-by":"crossref","unstructured":"Bernier E, B\u00e9dard Y (2007) A data warehouse strategy for on-demand multiscale mapping. In: Mackaness WA, Ruas A, Sarjakoski LT (eds) Generalisation of geographic information: cartographic modeling and applications. Amsterdam, pp 177\u2013198","DOI":"10.1016\/B978-008045374-3\/50011-9"},{"key":"376_CR7","unstructured":"Butte B (2004) Solving the data Warehouse dilemma With grid technology, IBM Global Services. http:\/\/csis.bits-pilani.ac.in\/faculty\/goel\/course_material\/Data%20Warehousing\/I%20sem%202005-06\/Assignemt%202\/GW510-5041-00F.pdf . Accessed 20 March 2015"},{"key":"376_CR8","unstructured":"Costa R, Furtado P (2008) Optimizer and QoS for the community data warehouse architecture. In: Zakrzewska D, Menasalvas E, Byczkowska-Lipi\u00f1ska L (eds) New trends in database systems: methods, tools, applications. Springer-Verlag"},{"key":"376_CR9","first-page":"112","volume":"1","author":"T Demiya","year":"2008","unstructured":"Demiya T, Yoshihisa T, Kanazawa M (2008) Compact grid: a grid computing system using low resource compact computers. J Commun Netw Distrib 1:112\u2013117","journal-title":"J Commun Netw Distrib"},{"key":"376_CR10","unstructured":"Eckerson W, White C (2003) Evaluating ETL and data integration platforms. Technical report, The Data Warehousing Institute"},{"key":"376_CR11","unstructured":"FME (2015) Safe software FME workbanch. http:\/\/www.safe.com\/ . Accessed 5 Dec 2015"},{"key":"376_CR12","doi-asserted-by":"crossref","first-page":"200","DOI":"10.1177\/109434200101500302","volume":"15","author":"I Foster","year":"2001","unstructured":"Foster I, Kesselman C, Tuecke S (2001) The anatomy of the grid: enabling scalable virtual organizations. J High Perform Comput Appl 15:200\u2013222","journal-title":"J High Perform Comput Appl"},{"key":"376_CR13","unstructured":"GeoKettle (2015) http:\/\/www.spatialytics.org\/projects\/geokettle\/ . Accessed 5 Dec 2015"},{"key":"376_CR14","doi-asserted-by":"publisher","first-page":"149","DOI":"10.4236\/jsea.2012.512b029","volume":"5","author":"T Helmy","year":"2012","unstructured":"Helmy T, Al-Jamimi H, Ahmed B, Loqman H (2012) Fuzzy logic-based scheme for load balancing in grid services. J Softw Eng Appl 5:149\u2013156. doi: 10.4236\/jsea.2012.512b029","journal-title":"J Softw Eng Appl"},{"key":"376_CR15","unstructured":"Just VB (2013) NSPIRE Transformation with Stetl: a lightweight python framework for geospatial ETL. In: Proceedings of KEN Workshop"},{"key":"376_CR16","first-page":"511","volume":"49","author":"S Kumar","year":"2012","unstructured":"Kumar S, Singhal N (2012) A priority based dynamic load balancing approach in a grid based distributed computing network. J Comput Appl 49:511\u2013514","journal-title":"J Comput Appl"},{"key":"376_CR17","doi-asserted-by":"publisher","unstructured":"Liu D (2014) A fault-tolerant architecture for ROIA in cloud. J Ambient Intell Humaniz Comput 6:587\u2013595. doi: 10.1007\/s12652-014-0220-4","DOI":"10.1007\/s12652-014-0220-4"},{"key":"376_CR18","doi-asserted-by":"crossref","unstructured":"Liu X, Thomsen C, Pedersen TB (2011) ETLMR: a highly scalable dimensional ETL framework based on Mapreduce. In: Proceedings of 13th International Conference on Data Warehousing and Knowledge, pp 96\u2013111","DOI":"10.1007\/978-3-642-23544-3_8"},{"key":"376_CR19","unstructured":"Malinowski E, Zim\u00e1nyi E (2008) Advanced data warehouse design: from conventional to spatial and temporal applications. Springer-Verlag"},{"issue":"3","key":"376_CR20","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1007\/s12652-015-0265-z","volume":"6","author":"O Marey","year":"2015","unstructured":"Marey O, Bentahar J, Khosrowshahi-Asl E, Sultan K, Dssouli R (2015) Decision making under subjective uncertainty in argumentation-based agent negotiation. J Ambient Intell Humaniz Comput 6(3):307\u2013323","journal-title":"J Ambient Intell Humaniz Comput"},{"key":"376_CR21","volume-title":"D\u00e9veloppement d\u2019un cadre th\u00e9orique pour la gestion des repr\u00e9sentations multiples dans les bases de donn\u00e9es spatiales","author":"C Martel","year":"1999","unstructured":"Martel C (1999) D\u00e9veloppement d\u2019un cadre th\u00e9orique pour la gestion des repr\u00e9sentations multiples dans les bases de donn\u00e9es spatiales. Universit\u00e9 Laval, M\u00e9moire de ma\u00eetrise"},{"key":"376_CR22","doi-asserted-by":"crossref","unstructured":"Misra S, Saha SK, Mazumdar C (2013) Performance comparison of Hadoop based tools with commercial ETL tools\u2014a case study. In: Proceedings of Big Data Analytics (BDA\u201913), pp 176\u2013184","DOI":"10.1007\/978-3-319-03689-2_12"},{"issue":"3","key":"376_CR23","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1177\/109434200001400306","volume":"14","author":"G Nudd","year":"2010","unstructured":"Nudd G, Kerbyson D, Papaefstathiou E, Perry S, Harper J, Wilcox D (2010) Pace\u2014a toolset for the performance prediction of parallel and distributed systems. J High Perform Comput Appl 14(3):228\u2013251","journal-title":"J High Perform Comput Appl"},{"key":"376_CR24","unstructured":"Patroumpas K, Alexakis Giannopoulos MG, Athanasiou S (2014) TripleGeo: an ETL tool for transforming geospatial data into RDF triples. In: Proceedings of the EDBT\/ICDT 2014 Joint Conference, pp 275\u2013278"},{"key":"376_CR25","doi-asserted-by":"crossref","unstructured":"Rajkumar R, Lee I, Sha L, Stankovic J (2010)\u00a0Cyber-physical systems: the next computing revolution. In: Proceedings of the 47th Design Automation Conference, pp 731\u2013736","DOI":"10.1145\/1837274.1837461"},{"key":"376_CR26","first-page":"119","volume":"64","author":"M Salehi","year":"2010","unstructured":"Salehi M, B\u00e9dard Y, Rivest S (2010) A formal conceptual model and definition framework for spatial datacubes. Geomatica 64:119\u2013129","journal-title":"Geomatica"},{"key":"376_CR27","doi-asserted-by":"crossref","unstructured":"Santos V, Oliveira B, Silva R, Belo O (2012) Configuring and executing ETL tasks on grid environments\u2014requirements and specificities. In: Proceedings of First World Conference on Innovation and Computer Sciences (INSODE 2011), pp 112\u2013117","DOI":"10.1016\/j.protcy.2012.02.022"},{"key":"376_CR28","unstructured":"Spatial extension for Talend (2015) http:\/\/talend-spatial.github.io\/ . Accessed 05 Dec 2015"},{"key":"376_CR29","doi-asserted-by":"crossref","first-page":"938","DOI":"10.1109\/69.895803","volume":"12","author":"N Stefanovic","year":"2000","unstructured":"Stefanovic N, Han J, Koperski JK (2000) Object-based selective materialization for efficient implementation of spatial data cubes. IEEE Trans Knowl Data Eng 12:938\u2013958","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"4","key":"376_CR30","first-page":"144","volume":"4","author":"S Tekadpande","year":"2015","unstructured":"Tekadpande S, Deshpande L (2015) Analysis and design of ETL process using Hadoop. J Eng Innov Technol (IJEIT) 4(4):144\u2013159","journal-title":"J Eng Innov Technol (IJEIT)"},{"issue":"9","key":"376_CR31","first-page":"29","volume":"34","author":"RB Thirumala","year":"2011","unstructured":"Thirumala RB, Reddy LSS (2011) Survey on improved scheduling in hadoop MapReduce in cloud environments. J Comput Appl 34(9):29\u201333","journal-title":"J Comput Appl"},{"key":"376_CR32","doi-asserted-by":"crossref","unstructured":"Trujillo, Luj\u00e1n-Mora JS (2003) A UML based approach for modeling ETL processes in data warehouses. In: Proceedings of 22nd International Conference on Conceptual Modeling (ER 2003), pp 307\u2013320","DOI":"10.1007\/978-3-540-39648-2_25"},{"key":"376_CR33","doi-asserted-by":"crossref","unstructured":"Tziovara V, Vassiliadis P, Simitsis (2007) Deciding the physical implementation of ETL workflows. In: Proceedings of ACM 10th International Workshop on Data Warehousing and OLAP (DOLAP 2007), pp 49\u201356","DOI":"10.1145\/1317331.1317341"},{"issue":"3","key":"376_CR34","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/jdwm.2009070101","volume":"5","author":"P Vassiliadis","year":"2009","unstructured":"Vassiliadis P (2009) A survey of extract\u2013transform\u2013load technology. J Data Warehous Min 5(3):1\u201327","journal-title":"J Data Warehous Min"},{"key":"376_CR35","doi-asserted-by":"crossref","unstructured":"Vassiliadis P, Simitsis A, Georgantas P, Terrovitis M (2003) A framework for the design of ETL scenarios. In: Proceedings of 15th Conference on Advanced Information Systems Engineering (CAiSE 2003), pp 520\u2013535","DOI":"10.1007\/3-540-45017-3_35"},{"issue":"7","key":"376_CR36","doi-asserted-by":"crossref","first-page":"492","DOI":"10.1016\/j.is.2004.11.002","volume":"30","author":"P Vassiliadis","year":"2005","unstructured":"Vassiliadis P, Simitsis A, Georgantas P, Terrovitis M, Skiadopoulos S (2005) A generic and customizable framework for the design of ETL scenarios. Inform Syst 30(7):492\u2013525","journal-title":"Inform Syst"},{"key":"376_CR37","doi-asserted-by":"crossref","unstructured":"Wehrle P, Miquel M, Tchounikine A (2007) A grid services-oriented architecture for efficient operation of distributed data warehouses on globus. In: Proceedings of Advanced Information Networking and Applications (AINA\u201907), pp 994\u2013999","DOI":"10.1109\/AINA.2007.13"},{"key":"376_CR38","doi-asserted-by":"crossref","unstructured":"Xi-qian C, Zhong-xian C, Xiu-kun CA (2004) Applying DP to ETL of spatial data warehouse. In: Proceedings of the Third International Conference on Machine Learning and Cybenetics, pp 26\u201329","DOI":"10.1109\/ICMLC.2004.1382033"},{"issue":"2","key":"376_CR39","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1007\/s12652-015-0316-5","volume":"7","author":"S Xue","year":"2016","unstructured":"Xue S, Xiong L, Yang S, Zhao L (2016) A self-adaptive multi-view framework for multi-source information service in cloud ITS. J Ambient Intell Human Comput 7(2):205\u2013220","journal-title":"J Ambient Intell Human Comput"},{"key":"376_CR40","unstructured":"Zode M (2008) Grids in data warehouses, http:\/\/www.tdan.com\/view-articles\/9378 . Accessed 25 April 2015"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-016-0376-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12652-016-0376-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-016-0376-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T13:39:58Z","timestamp":1559482798000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12652-016-0376-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,5,13]]},"references-count":40,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2016,8]]}},"alternative-id":["376"],"URL":"https:\/\/doi.org\/10.1007\/s12652-016-0376-1","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"value":"1868-5137","type":"print"},{"value":"1868-5145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,5,13]]}}}