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Although this work represents a solid foundation, users demand an even higher level of functionality: the ability to cost-effectively manage data according to application-centric (or better, business process-centric) performance, dependability and manageability requirements, as these requirements evolve over the data's lifetime. In this paper, we outline several research challenges in managing dependable data systems, including capturing users' high-level goals; translating them into storage-level requirements; and designing, deploying, and analyzing the resulting data systems.<\/jats:p>","DOI":"10.1145\/1138085.1138089","type":"journal-article","created":{"date-parts":[[2007,1,17]],"date-time":"2007-01-17T18:32:02Z","timestamp":1169058722000},"page":"4-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Challenges in managing dependable data systems"],"prefix":"10.1145","volume":"33","author":[{"given":"Kimberly","family":"Keeton","sequence":"first","affiliation":[{"name":"Hewlett-Packard Labs, Palo Alto, CA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arif","family":"Merchant","sequence":"additional","affiliation":[{"name":"Hewlett-Packard Labs, Palo Alto, CA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2006,3]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"CA BrightStor Storage Resource Manager. http:\/\/www3.ca.com\/solutions\/Product.aspx?ID=1541.]]  CA BrightStor Storage Resource Manager. http:\/\/www3.ca.com\/solutions\/Product.aspx?ID=1541.]]"},{"key":"e_1_2_1_2_1","unstructured":"HP Storage Essentials Software. http:\/\/h18006.www1.hp.com\/products\/storage\/software\/esuite\/.]]  HP Storage Essentials Software. http:\/\/h18006.www1.hp.com\/products\/storage\/software\/esuite\/.]]"},{"key":"e_1_2_1_3_1","unstructured":"HP StorageWorks multilevel data protection and recovery. http:\/\/h18006.www1.hp.com\/storage\/highlights\/mpr\/.]]  HP StorageWorks multilevel data protection and recovery. http:\/\/h18006.www1.hp.com\/storage\/highlights\/mpr\/.]]"},{"key":"e_1_2_1_4_1","unstructured":"NetApp SnapRestore. http:\/\/www.netapp.com\/products\/software\/snaprestore.html.]]  NetApp SnapRestore. http:\/\/www.netapp.com\/products\/software\/snaprestore.html.]]"},{"key":"e_1_2_1_5_1","unstructured":"StoreAge Virtualization Manager. http:\/\/www.storeage.com.]]  StoreAge Virtualization Manager. http:\/\/www.storeage.com.]]"},{"key":"e_1_2_1_6_1","unstructured":"Veritas CommandCentral Storage. http:\/\/www.veritas.com\/Products\/www?c=product&refld=19.]]  Veritas CommandCentral Storage. http:\/\/www.veritas.com\/Products\/www?c=product&refld=19.]]"},{"key":"e_1_2_1_7_1","first-page":"60","volume-title":"Proc. 4th Conf. on File and Storage Technologies (FAST)","author":"M.","year":"2005"},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/945445.945454"},{"key":"e_1_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/502912.502915"},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/647258.720796"},{"key":"e_1_2_1_11_1","first-page":"175","volume-title":"Proc. 1st Conf. on File and Storage Technologies (FAST)","author":"Anderson E.","year":"2002"},{"key":"e_1_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/645371.651324"},{"key":"e_1_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1217935.1217957"},{"key":"e_1_2_1_14_1","first-page":"259","volume-title":"Proc. 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