{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:38:39Z","timestamp":1740123519336,"version":"3.37.3"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2021,1,2]],"date-time":"2021-01-02T00:00:00Z","timestamp":1609545600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,2]],"date-time":"2021-01-02T00:00:00Z","timestamp":1609545600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2021,7]]},"DOI":"10.1007\/s11227-020-03554-x","type":"journal-article","created":{"date-parts":[[2021,1,2]],"date-time":"2021-01-02T21:13:09Z","timestamp":1609621989000},"page":"6540-6565","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A scalable array storage for efficient maintenance of future data"],"prefix":"10.1007","volume":"77","author":[{"given":"Mehnuma Tabassum","family":"Omar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1228-9043","authenticated-orcid":false,"given":"K. M.","family":"Azharul Hasan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tatsuo","family":"Tsuji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,1,2]]},"reference":[{"key":"3554_CR1","unstructured":"Abadi M, Barham P, Chen J, Chen Z, Davis A, Dean J, Devin M, Ghemawat S, Irving G, Isard M et\u00a0al (2016) Tensorflow: a system for large-scale machine learning. In: 12th $\\{$USENIX$\\}$ Symposium on Operating Systems Design and Implementation ($\\{$OSDI$\\}$ 16), pp 265\u2013283"},{"key":"3554_CR2","doi-asserted-by":"crossref","unstructured":"Ahsan SMM, Hasan KA (2011) An implementation scheme for multidimensional extendable array operations and its evaluation. In: International Conference on Informatics Engineering and Information Science. Springer, pp 136\u2013150","DOI":"10.1007\/978-3-642-25462-8_12"},{"key":"3554_CR3","doi-asserted-by":"crossref","unstructured":"Baumann P, Dehmel A, Furtado P, Ritsch R, Widmann N (1998) The multidimensional database system RasDaMan. In: Proceedings of the 1998 ACM SIGMOD International Conference on Management of Data, pp 575\u2013577","DOI":"10.1145\/276305.276386"},{"key":"3554_CR4","doi-asserted-by":"crossref","unstructured":"Baumann P, Dumitru AM, Merticariu V (2013) The array database that is not a database: file based array query answering in RasDaMan. In: International Symposium on Spatial and Temporal Databases. Springer, pp 478\u2013483","DOI":"10.1007\/978-3-642-40235-7_32"},{"key":"3554_CR5","doi-asserted-by":"crossref","unstructured":"Blanas S, Wu K, Byna S, Dong B, Shoshani A (2014) Parallel data analysis directly on scientific file formats. In: Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data, pp 385\u2013396","DOI":"10.1145\/2588555.2612185"},{"key":"3554_CR6","doi-asserted-by":"crossref","unstructured":"Brown PG (2010) Overview of SCiDB: large scale array storage, processing and analysis. In: Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data, pp 963\u2013968","DOI":"10.1145\/1807167.1807271"},{"issue":"2","key":"3554_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1365815.1365816","volume":"26","author":"F Chang","year":"2008","unstructured":"Chang F, Dean J, Ghemawat S, Hsieh WC, Wallach DA, Burrows M, Chandra T, Fikes A, Gruber RE (2008) Bigtable: a distributed storage system for structured data. ACM TOCS 26(2):1\u201326","journal-title":"ACM TOCS"},{"key":"3554_CR8","doi-asserted-by":"crossref","unstructured":"Cheng Y, Qin C, Rusu F (2012) Glade: big data analytics made easy. In: Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data, pp 697\u2013700","DOI":"10.1145\/2213836.2213936"},{"key":"3554_CR9","doi-asserted-by":"crossref","unstructured":"Dumitru A, Merticariu V, Baumann P (2014) Exploring cloud opportunities from an array database perspective. In: Proceedings of Workshop on Data Analytics in the Cloud, pp 1\u20134","DOI":"10.1145\/2627770.2627775"},{"key":"3554_CR10","doi-asserted-by":"crossref","unstructured":"Dumitru AM, Merticariu V, Baumann P (2016) Array database scalability: intercontinental queries on petabyte datasets. In: Proceedings of the 28th International Conference on Scientific and Statistical Database Management, pp 1\u20135","DOI":"10.1145\/2949689.2949717"},{"key":"3554_CR11","doi-asserted-by":"crossref","unstructured":"Folk M, Heber G, Koziol Q, Pourmal E, Robinson D (2011) An overview of the hdf5 technology suite and its applications. In: Proceedings of the EDBT\/ICDT 2011 Workshop on Array Databases, pp 36\u201347","DOI":"10.1145\/1966895.1966900"},{"key":"3554_CR12","unstructured":"Franzenburg A (2003) Distributed storage array. US patent app. 10\/071,406"},{"key":"3554_CR13","doi-asserted-by":"crossref","unstructured":"Furtado P, Baumann P (1999) Storage of multidimensional arrays based on arbitrary tiling. In: Proceedings 15th International Conference on Data Engineering (Cat. No. 99CB36337). IEEE, pp 480\u2013489","DOI":"10.1109\/ICDE.1999.754964"},{"issue":"1","key":"3554_CR14","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1186\/2192-113X-2-22","volume":"2","author":"K Grolinger","year":"2013","unstructured":"Grolinger K, Higashino WA, Tiwari A, Capretz MA (2013) Data management in cloud environments: Nosql and newsql data stores. J Cloud Comput Adv Syst Appl 2(1):22","journal-title":"J Cloud Comput Adv Syst Appl"},{"issue":"6","key":"3554_CR15","doi-asserted-by":"publisher","first-page":"2801","DOI":"10.1007\/s11227-016-1954-x","volume":"73","author":"KA Hasan","year":"2017","unstructured":"Hasan KA, Shaikh MAH (2017) Efficient representation of higher-dimensional arrays by dimension transformations. J Supercomput 73(6):2801\u20132822","journal-title":"J Supercomput"},{"key":"3554_CR16","doi-asserted-by":"crossref","unstructured":"Hasan KA, Tsuji T, Higuchi K (2007) An efficient implementation for MOLAP basic data structure and its evaluation. In: International Conference on Database Systems for Advanced Applications. Springer, pp 288\u2013299","DOI":"10.1007\/978-3-540-71703-4_26"},{"issue":"1","key":"3554_CR17","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1186\/s13677-016-0060-1","volume":"5","author":"J He","year":"2016","unstructured":"He J, Wu Y, Dong Y, Zhang Y, Zhou W (2016) Dynamic multidimensional index for large-scale cloud data. J Cloud Comput 5(1):10","journal-title":"J Cloud Comput"},{"key":"3554_CR18","unstructured":"http:\/\/www.hdfgroup.org\/hdf5\/"},{"key":"3554_CR19","first-page":"40","volume":"35","author":"S Idreos","year":"2012","unstructured":"Idreos S, Groffen F, Nes N, Manegold S, Mullender S, Kersten M (2012) Monetdb: two decades of research in column-oriented database. IEEE Data Eng Bull 35:40\u201345","journal-title":"IEEE Data Eng Bull"},{"issue":"4","key":"3554_CR20","doi-asserted-by":"publisher","first-page":"424","DOI":"10.1145\/233561.233564","volume":"18","author":"KS McKinley","year":"1996","unstructured":"McKinley KS, Carr S, Tseng CW (1996) Improving data locality with loop transformations. ACM TOPLAS 18(4):424\u2013453","journal-title":"ACM TOPLAS"},{"key":"3554_CR21","doi-asserted-by":"crossref","unstructured":"Nimako G, Otoo EJ, Ohene-Kwofie D (2013) Pexta: a parallel chunked extendible dense array i\/o for global array (ga). In: 2013 IEEE International Conference on Cluster Computing (CLUSTER). IEEE, pp 1\u20138","DOI":"10.1109\/CLUSTER.2013.6702688"},{"key":"3554_CR22","doi-asserted-by":"crossref","unstructured":"Omar MT, Hasan KA (2016) A scalable storage system for structured data based on higher order index array. In: Proceedings of the 3rd IEEE\/ACM International Conference on Big Data Computing, Applications and Technologies, pp 247\u2013252","DOI":"10.1145\/3006299.3006333"},{"key":"3554_CR23","doi-asserted-by":"crossref","unstructured":"Omar MT, Hasan KA (2016) Towards an efficient maintenance of address space overflow for array based storage system. In: 2016 17th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT). IEEE, pp 133\u2013138","DOI":"10.1109\/PDCAT.2016.040"},{"issue":"1","key":"3554_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/BF02247933","volume":"31","author":"EJ Otoo","year":"1983","unstructured":"Otoo EJ, Merrett T (1983) A storage scheme for extendible arrays. Computing 31(1):1\u20139","journal-title":"Computing"},{"issue":"12","key":"3554_CR25","doi-asserted-by":"publisher","first-page":"802","DOI":"10.1016\/j.parco.2013.08.006","volume":"39","author":"EJ Otoo","year":"2013","unstructured":"Otoo EJ, Nimako G, Ohene-Kwofie D (2013) Chunked extendible dense arrays for scientific data storage. Parallel Comput 39(12):802\u2013818","journal-title":"Parallel Comput"},{"key":"3554_CR26","doi-asserted-by":"crossref","unstructured":"Otoo EJ, Rotem D, Seshadri S (2007) Optimal chunking of large multidimensional arrays for data warehousing. In: Proceedings of the ACM Tenth International Workshop on Data Warehousing and OLAP, pp 25\u201332","DOI":"10.1145\/1317331.1317337"},{"issue":"4","key":"3554_CR27","doi-asserted-by":"publisher","first-page":"349","DOI":"10.14778\/3025111.3025117","volume":"10","author":"S Papadopoulos","year":"2016","unstructured":"Papadopoulos S, Datta K, Madden S, Mattson T (2016) The TileDB array data storage manager. Proc VLDB Endow 10(4):349\u2013360","journal-title":"Proc VLDB Endow"},{"issue":"7","key":"3554_CR28","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1145\/2699414","volume":"58","author":"DA Reed","year":"2015","unstructured":"Reed DA, Dongarra J (2015) Exascale computing and big data. Commun ACM 58(7):56\u201368","journal-title":"Commun ACM"},{"issue":"4","key":"3554_CR29","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1109\/38.56302","volume":"10","author":"R Rew","year":"1990","unstructured":"Rew R, Davis G (1990) Netcdf: an interface for scientific data access. IEEE Comput Graph Appl 10(4):76\u201382","journal-title":"IEEE Comput Graph Appl"},{"key":"3554_CR30","doi-asserted-by":"crossref","unstructured":"Rotem D, Zhao JL (1996) Extendible arrays for statistical databases and OLAP applications. In: Proceedings of 8th International Conference on Scientific and Statistical Data Base Management. IEEE, pp 108\u2013117","DOI":"10.1109\/SSDM.1996.506053"},{"key":"3554_CR31","unstructured":"Rusu F, Cheng Y (2013) A survey on array storage, query languages, and systems. arXiv preprint arXiv:1302.0103"},{"key":"3554_CR32","doi-asserted-by":"crossref","unstructured":"Sarawagi S, Stonebraker M (1994) Efficient organization of large multidimensional arrays. In: Proceedings of 1994 IEEE 10th International Conference on Data Engineering. IEEE, pp 328\u2013336","DOI":"10.1109\/ICDE.1994.283048"},{"key":"3554_CR33","doi-asserted-by":"crossref","unstructured":"Shacham H, Page M, Pfaff B, Goh EJ, Modadugu N, Boneh D (2004) On the effectiveness of address-space randomization. In: Proceedings of the 11th ACM Conference on Computer and Communications Security, pp 298\u2013307","DOI":"10.1145\/1030083.1030124"},{"key":"3554_CR34","doi-asserted-by":"crossref","unstructured":"Shaikh MAH, Hasan KA (2015) Efficient storage scheme for n-dimensional sparse array: Gcrs\/gccs. In: 2015 International Conference on High Performance Computing & Simulation (HPCS). IEEE, pp 137\u2013142","DOI":"10.1109\/HPCSim.2015.7237032"},{"key":"3554_CR35","unstructured":"Shimada T, Tsuji T, Higuchi K (2008) A storage scheme for multidimensional data alleviating dimension dependency. In: 2008 Third International Conference on Digital Information Management. IEEE, pp 662\u2013668"},{"key":"3554_CR36","doi-asserted-by":"crossref","unstructured":"Soroush E, Balazinska M, Wang D (2011) Arraystore: a storage manager for complex parallel array processing. In: Proceedings of the 2011 ACM SIGMOD International Conference on Management of Data, pp 253\u2013264","DOI":"10.1145\/1989323.1989351"},{"key":"3554_CR37","doi-asserted-by":"crossref","unstructured":"Stonebraker M, Brown P, Poliakov A, Raman S (2011) The architecture of scidb. In: International Conference on Scientific and Statistical Database Management. Springer, pp 1\u201316","DOI":"10.1007\/978-3-642-22351-8_1"},{"key":"3554_CR38","doi-asserted-by":"crossref","unstructured":"Sun J, Tao D, Faloutsos C (2006) Beyond streams and graphs: dynamic tensor analysis. In: Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp 374\u2013383","DOI":"10.1145\/1150402.1150445"},{"key":"3554_CR39","doi-asserted-by":"crossref","unstructured":"Wang Y, Su Y, Agrawal G (2015) A novel approach for approximate aggregations over arrays. In: Proceedings of the 27th International Conference on Scientific and Statistical Database Management, pp 1\u201312","DOI":"10.1145\/2791347.2791349"},{"key":"3554_CR40","doi-asserted-by":"crossref","unstructured":"Xing H, Agrawal G (2018) Compass: compact array storage with value index. In: Proceedings of the 30th International Conference on Scientific and Statistical Database Management, pp 1\u201312","DOI":"10.1145\/3221269.3223033"},{"key":"3554_CR41","doi-asserted-by":"crossref","unstructured":"Xing H, Floratos S, Blanas S, Byna S, Prabhat M, Wu K, Brown P (2018) Arraybridge: interweaving declarative array processing in scidb with imperative hdf5-based programs. In: 2018 IEEE 34th International Conference on Data Engineering (ICDE). IEEE, pp 977\u2013988","DOI":"10.1109\/ICDE.2018.00092"},{"key":"3554_CR42","doi-asserted-by":"crossref","unstructured":"Zhang Y, Kersten M, Manegold S (2013) SciQL: array data processing inside an RDBMS. In: Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data, pp 1049\u20131052","DOI":"10.1145\/2463676.2463684"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-020-03554-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11227-020-03554-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-020-03554-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,21]],"date-time":"2021-06-21T10:13:50Z","timestamp":1624270430000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11227-020-03554-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,2]]},"references-count":42,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2021,7]]}},"alternative-id":["3554"],"URL":"https:\/\/doi.org\/10.1007\/s11227-020-03554-x","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"type":"print","value":"0920-8542"},{"type":"electronic","value":"1573-0484"}],"subject":[],"published":{"date-parts":[[2021,1,2]]},"assertion":[{"value":"28 November 2020","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 January 2021","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}