{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T11:03:47Z","timestamp":1753355027382,"version":"3.40.1"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Datenbank Spektrum"],"published-print":{"date-parts":[[2025,3]]},"DOI":"10.1007\/s13222-025-00497-6","type":"journal-article","created":{"date-parts":[[2025,3,7]],"date-time":"2025-03-07T09:51:00Z","timestamp":1741341060000},"page":"5-16","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Elastic Compute in SAP HANA Cloud by Example of SAP Integrated Business Planning"],"prefix":"10.1007","volume":"25","author":[{"given":"Boris","family":"Gruschko","sequence":"first","affiliation":[]},{"given":"Kihong","family":"Kim","sequence":"additional","affiliation":[]},{"given":"Hyunjun","family":"Kim","sequence":"additional","affiliation":[]},{"given":"Taehyung","family":"Lee","sequence":"additional","affiliation":[]},{"given":"Michael","family":"Mueller","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6146-3365","authenticated-orcid":false,"given":"Daniel","family":"Ritter","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,3,7]]},"reference":[{"key":"497_CR1","unstructured":"Amazon athena \u2013 serverless interactive query service. https:\/\/aws.amazon.com\/athena. Accessed 10.2024"},{"key":"497_CR2","unstructured":"Presto. https:\/\/prestodb.io\/. Accessed 10.2024"},{"key":"497_CR3","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1145\/2882903.2903741","volume-title":"Proceedings of the 2016 International Conference on Management of Data","author":"B Dageville","year":"2016","unstructured":"Dageville\u00a0B, Cruanes\u00a0T, Zukowski\u00a0M et\u00a0al (2016) The snowflake elastic data warehouse. In: \u00d6zcan\u00a0F, Koutrika\u00a0G, Madden\u00a0S (eds) Proceedings of the 2016 International Conference on Management of Data SIGMOD Conference 2016, San Francisco, June 26 - July 01, 2016 ACM, pp\u00a0215\u2013226 https:\/\/doi.org\/10.1145\/2882903.2903741"},{"key":"497_CR4","volume-title":"11th Conference on Innovative Data Systems Research","author":"M Zaharia","year":"2021","unstructured":"Zaharia\u00a0M, Ghodsi\u00a0A, Xin\u00a0R et\u00a0al (2021) Lakehouse: A new generation of open platforms that unify data warehousing and advanced analytics. In: 11th Conference on Innovative Data Systems Research CIDR 2021, Virtual Event, January 11-15, 2021 (Online Proceedings. www.cidrdb.org, http:\/\/cidrdb.org\/cidr2021\/papers\/cidr2021_paper17.pdf)"},{"key":"497_CR5","doi-asserted-by":"publisher","first-page":"1743","DOI":"10.1145\/3299869.3314047","volume-title":"Proceedings of the 2019 International Conference on Management of Data","author":"P Antonopoulos","year":"2019","unstructured":"Antonopoulos\u00a0P, Budovski\u00a0A, Diaconu\u00a0C et\u00a0al (2019) Socrates: the new SQL server in the cloud. In: Boncz\u00a0PA, Manegold\u00a0S, Ailamaki\u00a0A et\u00a0al (eds) Proceedings of the 2019 International Conference on Management of Data SIGMOD Conference 2019, Amsterdam, June 30 - July 5, 2019 ACM, pp\u00a01743\u20131756 https:\/\/doi.org\/10.1145\/3299869.3314047"},{"key":"497_CR6","doi-asserted-by":"publisher","first-page":"1041","DOI":"10.1145\/3035918.3056101","volume-title":"Proceedings of the 2017 ACM International Conference on Management of Data","author":"A Verbitski","year":"2017","unstructured":"Verbitski\u00a0A, Gupta\u00a0A, Saha\u00a0D et\u00a0al (2017a) Amazon aurora: Design considerations for high throughput cloud-native relational databases. In: Salihoglu\u00a0S, Zhou\u00a0W, Chirkova\u00a0R et\u00a0al (eds) Proceedings of the 2017 ACM International Conference on Management of Data SIGMOD Conference 2017, Chicago, May 14-19, 2017 ACM, pp\u00a01041\u20131052 https:\/\/doi.org\/10.1145\/3035918.3056101"},{"key":"497_CR7","unstructured":"Sap integrated business planning for supply chain. https:\/\/www.sap.com\/products\/scm\/integrated-business-planning.html. Accessed 10.2024"},{"issue":"1","key":"497_CR8","first-page":"10","volume":"42","author":"S Noll","year":"2019","unstructured":"Noll\u00a0S, May\u00a0N, B\u00f6hm\u00a0A et\u00a0al (2019) From the application to the CPU: holistic resource management for modern database management systems. IEEE Data Eng Bull 42(1):10\u201321 (http:\/\/sites.computer.org\/debull\/A19mar\/p10.pdf)","journal-title":"IEEE Data Eng Bull"},{"key":"497_CR9","unstructured":"Corporation I (2023) Product brief 4th Gen Intel\u00ae Xeon\u00ae Scalable Processors. https:\/\/download.intel.com\/newsroom\/2023\/data-center-hpc\/4th-Gen-Xeon-Scalable-Product-Brief.pdf"},{"issue":"1","key":"497_CR10","doi-asserted-by":"publisher","first-page":"330","DOI":"10.14778\/1920841.1920886","volume":"3","author":"S Melnik","year":"2010","unstructured":"Melnik\u00a0S, Gubarev\u00a0A, Long\u00a0JJ et\u00a0al (2010) Dremel: Interactive analysis of web-scale datasets. Proc VLDB Endow 3(1):330\u2013339. https:\/\/doi.org\/10.14778\/1920841.1920886 (http:\/\/www.vldb.org\/pvldb\/vldb2010\/pvldb_vol3\/R29.pdf)","journal-title":"Proc VLDB Endow"},{"issue":"1","key":"497_CR11","doi-asserted-by":"publisher","first-page":"188","DOI":"10.14778\/1453856.1453882","volume":"1","author":"W Han","year":"2008","unstructured":"Han\u00a0W, Kwak\u00a0W, Lee\u00a0J et\u00a0al (2008) Parallelizing query optimization. Proc VLDB Endow 1(1):188\u2013200. https:\/\/doi.org\/10.14778\/1453856.1453882 (http:\/\/www.vldb.org\/pvldb\/vol1\/1453882.pdf)","journal-title":"Proc VLDB Endow"},{"issue":"12","key":"497_CR12","doi-asserted-by":"publisher","first-page":"3112","DOI":"10.14778\/3415478.3415538","volume":"13","author":"J Lee","year":"2020","unstructured":"Lee\u00a0J, Lee\u00a0H, Ko\u00a0S et\u00a0al (2020) Asymmetric-partition replication for highly scalable distributed transaction processing in practice. Proc VLDB Endow 13(12):3112\u20133124. https:\/\/doi.org\/10.14778\/3415478.3415538 (http:\/\/www.vldb.org\/pvldb\/vol13\/p3112-lee.pdf)","journal-title":"Proc VLDB Endow"},{"issue":"2","key":"497_CR13","doi-asserted-by":"publisher","first-page":"430","DOI":"10.1109\/TSC.2017.2711009","volume":"11","author":"Y Al-Dhuraibi","year":"2018","unstructured":"Al-Dhuraibi\u00a0Y, Paraiso\u00a0F, Djarallah\u00a0N et\u00a0al (2018) Elasticity in cloud computing: State of the art and research challenges. IEEE Trans Serv Comput 11(2):430\u2013447. https:\/\/doi.org\/10.1109\/TSC.2017.2711009","journal-title":"IEEE Trans Serv Comput"},{"key":"497_CR14","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1145\/3626246.3653381","volume-title":"Companion of the 2024 International Conference on Management of Data","author":"W Li","year":"2024","unstructured":"Li\u00a0W, Zhang\u00a0J, Yin\u00a0Y et\u00a0al (2024) Flux: Decoupled auto-scaling for heterogeneous query workload in alibaba analyticdb. In: Barcel\u00f3\u00a0P, S\u00e1nchez-Pi\u00a0N, Meliou\u00a0A et\u00a0al (eds) Companion of the 2024 International Conference on Management of Data SIGMOD\/PODS 2024, Santiago AA, June 9\u201115, 2024 ACM, pp\u00a0255\u2013268 https:\/\/doi.org\/10.1145\/3626246.3653381"},{"key":"497_CR15","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1145\/3626246.3653394","volume-title":"Companion of the 2024 International Conference on Management of Data","author":"V Nathan","year":"2024","unstructured":"Nathan\u00a0V, Singh\u00a0VY, Liu\u00a0Z et\u00a0al (2024) Intelligent scaling in amazon redshift. In: Barcel\u00f3\u00a0P, S\u00e1nchez-Pi\u00a0N, Meliou\u00a0A et\u00a0al (eds) Companion of the 2024 International Conference on Management of Data SIGMOD\/PODS 2024, Santiago AA, June 9\u201115, 2024 ACM, pp\u00a0269\u2013279 https:\/\/doi.org\/10.1145\/3626246.3653394"},{"key":"497_CR16","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1145\/3626246.3653378","volume-title":"Companion of the 2024 International Conference on Management of Data","author":"A Pavlenko","year":"2024","unstructured":"Pavlenko\u00a0A, Cahoon\u00a0J, Zhu\u00a0Y et\u00a0al (2024) Vertically autoscaling monolithic applications with caasper: Scalable container-as-a-service performance enhanced resizing algorithm for the cloud. In: Barcel\u00f3\u00a0P, S\u00e1nchez-Pi\u00a0N, Meliou\u00a0A et\u00a0al (eds) Companion of the 2024 International Conference on Management of Data SIGMOD\/PODS 2024, Santiago AA, June 9\u201115, 2024 ACM, pp\u00a0241\u2013254 https:\/\/doi.org\/10.1145\/3626246.3653378"},{"issue":"12","key":"497_CR17","doi-asserted-by":"publisher","first-page":"1219","DOI":"10.14778\/2732977.2732995","volume":"7","author":"J Kuhlenkamp","year":"2014","unstructured":"Kuhlenkamp\u00a0J, Klems\u00a0M, R\u00f6ss\u00a0O (2014) Benchmarking scalability and elasticity of distributed database systems. Proc VLDB Endow 7(12):1219\u20131230. https:\/\/doi.org\/10.14778\/2732977.2732995 (http:\/\/www.vldb.org\/pvldb\/vol7\/p1219-klems.pdf)","journal-title":"Proc VLDB Endow"},{"key":"497_CR18","doi-asserted-by":"publisher","first-page":"2827","DOI":"10.1109\/BIGDATA.2016.7840931","volume-title":"2016 IEEE International Conference on Big Data (IEEE BigData 2016)","author":"D Seybold","year":"2016","unstructured":"Seybold\u00a0D, Wagner\u00a0N, Erb\u00a0B et\u00a0al (2016) Is elasticity of scalable databases a myth? In: Joshi\u00a0J, Karypis\u00a0G, Liu\u00a0L et\u00a0al (eds) 2016 IEEE International Conference on Big Data (IEEE BigData 2016) Washington DC, December 5\u20118, 2016 IEEE Computer Society, pp\u00a02827\u20132836 https:\/\/doi.org\/10.1109\/BIGDATA.2016.7840931"},{"key":"497_CR19","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1109\/ICDE.2005.1","volume-title":"Proceedings of the 21st International Conference on Data Engineering","author":"M Stonebraker","year":"2005","unstructured":"Stonebraker\u00a0M, \u00c7etintemel\u00a0U (2005) \u201cone size fits all\u201d: An idea whose time has come and gone (abstract). In: Aberer\u00a0K, Franklin\u00a0MJ, Nishio\u00a0S (eds) Proceedings of the 21st International Conference on Data Engineering ICDE 2005, Tokyo, 5\u20118 April 2005 IEEE Computer Society, pp\u00a02\u201311 https:\/\/doi.org\/10.1109\/ICDE.2005.1"},{"key":"497_CR20","doi-asserted-by":"publisher","first-page":"334","DOI":"10.1145\/3626246.3653388","volume-title":"Companion of the 2024 International Conference on Management of Data","author":"JJ Levandoski","year":"2024","unstructured":"Levandoski\u00a0JJ, Casto\u00a0G, Deng\u00a0M et\u00a0al (2024) Biglake: Bigquery`s evolution toward a multi-cloud lakehouse. In: Barcel\u00f3\u00a0P, S\u00e1nchez-Pi\u00a0N, Meliou\u00a0A et\u00a0al (eds) Companion of the 2024 International Conference on Management of Data SIGMOD\/PODS 2024, Santiago AA, June 9\u201115, 2024 ACM, pp\u00a0334\u2013346 https:\/\/doi.org\/10.1145\/3626246.3653388"},{"key":"497_CR21","doi-asserted-by":"publisher","first-page":"2205","DOI":"10.1145\/3514221.3526045","volume-title":"SIGMOD `22: International Conference on Management of Data","author":"N Armenatzoglou","year":"2022","unstructured":"Armenatzoglou\u00a0N, Basu\u00a0S, Bhanoori\u00a0N et\u00a0al (2022) Amazon redshift re-invented. In: Ives\u00a0ZG, Bonifati\u00a0A, Abbadi\u00a0AE (eds) SIGMOD `22: International Conference on Management of Data Philadelphia, June 12 - 17, 2022 ACM, pp\u00a02205\u20132217 https:\/\/doi.org\/10.1145\/3514221.3526045"},{"key":"497_CR22","doi-asserted-by":"publisher","first-page":"1041","DOI":"10.1145\/3035918.3056101","volume-title":"Proceedings of the 2017 ACM International Conference on Management of Data","author":"A Verbitski","year":"2017","unstructured":"Verbitski\u00a0A, Gupta\u00a0A, Saha\u00a0D et\u00a0al (2017b) Amazon aurora: Design considerations for high throughput cloud-native relational databases. In: Salihoglu\u00a0S, Zhou\u00a0W, Chirkova\u00a0R et\u00a0al (eds) Proceedings of the 2017 ACM International Conference on Management of Data SIGMOD Conference 2017, Chicago, May 14-19, 2017 ACM, pp\u00a01041\u20131052 https:\/\/doi.org\/10.1145\/3035918.3056101"},{"issue":"12","key":"497_CR23","doi-asserted-by":"publisher","first-page":"3827","DOI":"10.14778\/3685800.3685809","volume":"17","author":"M Ahn","year":"2024","unstructured":"Ahn\u00a0M, Willhalm\u00a0T, May\u00a0N et\u00a0al (2024) An examination of CXL memory use cases for in-memory database management systems using SAP HANA. Proc VLDB Endow 17(12):3827\u20133840. https:\/\/doi.org\/10.14778\/3685800.3685809 (https:\/\/www.vldb.org\/pvldb\/vol17\/p3827-ahn.pdf)","journal-title":"Proc VLDB Endow"},{"key":"497_CR24","doi-asserted-by":"publisher","first-page":"20,688","DOI":"10.1109\/ACCESS.2023.3250407","volume":"11","author":"M Ewais","year":"2023","unstructured":"Ewais\u00a0M, Chow\u00a0P (2023) Disaggregated memory in the datacenter: A survey. IEEE Access 11:20,688\u201320,712. https:\/\/doi.org\/10.1109\/ACCESS.2023.3250407","journal-title":"IEEE Access"},{"key":"497_CR25","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1145\/3297858.3304053","volume-title":"Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems","author":"HA Lagar-Cavilla","year":"2019","unstructured":"Lagar-Cavilla\u00a0HA, Ahn\u00a0J, Souhlal\u00a0S et\u00a0al (2019) Software-defined far memory in warehouse-scale computers. In: Bahar\u00a0I, Herlihy\u00a0M, Witchel\u00a0E et\u00a0al (eds) Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems ASPLOS 2019, Providence, April 13-17, 2019 ACM, pp\u00a0317\u2013330 https:\/\/doi.org\/10.1145\/3297858.3304053"},{"key":"497_CR26","doi-asserted-by":"publisher","first-page":"8:1","DOI":"10.1145\/3533737.3535090","volume-title":"International Conference on Management of Data","author":"M Ahn","year":"2022","unstructured":"Ahn\u00a0M, Chang\u00a0A, Lee\u00a0D et\u00a0al (2022) Enabling CXL memory expansion for in-memory database management systems. In: Blanas\u00a0S, May\u00a0N (eds) International Conference on Management of Data DaMoN 2022, Philadelphia, 13 June 2022 ACM, pp\u00a08:1\u20138:5 https:\/\/doi.org\/10.1145\/3533737.3535090"},{"key":"497_CR27","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1145\/3592980.3595311","volume-title":"Proceedings of the 19th International Workshop on Data Management on New Hardware","author":"D Lee","year":"2023","unstructured":"Lee\u00a0D, Willhalm\u00a0T, Ahn\u00a0M et\u00a0al (2023) Elastic use of far memory for in-memory database management systems. In: May\u00a0N, Tatbul\u00a0N (eds) Proceedings of the 19th International Workshop on Data Management on New Hardware DaMoN 2023, Seattle, June 18-23, 2023 ACM, pp\u00a035\u201343 https:\/\/doi.org\/10.1145\/3592980.3595311"}],"container-title":["Datenbank-Spektrum"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13222-025-00497-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13222-025-00497-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13222-025-00497-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T19:41:12Z","timestamp":1742413272000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s13222-025-00497-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":27,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,3]]}},"alternative-id":["497"],"URL":"https:\/\/doi.org\/10.1007\/s13222-025-00497-6","relation":{},"ISSN":["1618-2162","1610-1995"],"issn-type":[{"type":"print","value":"1618-2162"},{"type":"electronic","value":"1610-1995"}],"subject":[],"published":{"date-parts":[[2025,3]]},"assertion":[{"value":"20 October 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 January 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 March 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}