{"id":"https://openalex.org/W2771557954","doi":"https://doi.org/10.1201/9781420069815-c9","title":"Scientific Data Management Challenges in High-Performance Visual Data Analysis","display_name":"Scientific Data Management Challenges in High-Performance Visual Data Analysis","publication_year":2009,"publication_date":"2009-12-16","ids":{"openalex":"https://openalex.org/W2771557954","doi":"https://doi.org/10.1201/9781420069815-c9","mag":"2771557954"},"language":"en","primary_location":{"id":"doi:10.1201/9781420069815-c9","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781420069815-c9","pdf_url":null,"source":{"id":"https://openalex.org/S4210180837","display_name":"Chapman & Hall/CRC computational science series/Chapman & Hall/CRC computational science","issn_l":"2154-4492","issn":["2154-4492","2379-8378"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321043","host_organization_name":"Chapman and Hall London","host_organization_lineage":["https://openalex.org/P4310321043","https://openalex.org/P4310320584"],"host_organization_lineage_names":["Chapman and Hall London","CRC Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chapman & Hall/CRC Computational Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/content/qt5xv5n3hk/qt5xv5n3hk.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113461040","display_name":"E. Wes Bethel","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"E Bethel","raw_affiliation_strings":["High Performance Computing Research Department, Lawrence Berkeley National Laboratory Berkeley, California, USA, 94720"],"affiliations":[{"raw_affiliation_string":"High Performance Computing Research Department, Lawrence Berkeley National Laboratory Berkeley, California, USA, 94720","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015951381","display_name":"Hank Childs","orcid":"https://orcid.org/0000-0001-5816-1892"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hank Childs","raw_affiliation_strings":["Computing Applications and Research Lawrence Livermore National Laboratory 7000 East Avenue, Livermore, Ca, 94550"],"affiliations":[{"raw_affiliation_string":"Computing Applications and Research Lawrence Livermore National Laboratory 7000 East Avenue, Livermore, Ca, 94550","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062494091","display_name":"Ajith Mascarenhas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ajith Mascarenhas","raw_affiliation_strings":["Center for Applied Scientific Computing Lawrence Livermore National Laboratory 7000 East Avenue, Livermore, CA 94550"],"affiliations":[{"raw_affiliation_string":"Center for Applied Scientific Computing Lawrence Livermore National Laboratory 7000 East Avenue, Livermore, CA 94550","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009460413","display_name":"Valerio Pascucci","orcid":"https://orcid.org/0000-0002-8877-2042"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valerio Pascucci","raw_affiliation_strings":["Scientific Computing and Imaging (SCI) Institute School of Computing University of Utah 72 S Central Campus Drive 3750 WEB Salt Lake City, UT, 84112"],"affiliations":[{"raw_affiliation_string":"Scientific Computing and Imaging (SCI) Institute School of Computing University of Utah 72 S Central Campus Drive 3750 WEB Salt Lake City, UT, 84112","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113461040"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9565,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7752443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5049100518226624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4706558287143707},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.42321568727493286},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21787968277931213}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5049100518226624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4706558287143707},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.42321568727493286},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21787968277931213}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1201/9781420069815-c9","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781420069815-c9","pdf_url":null,"source":{"id":"https://openalex.org/S4210180837","display_name":"Chapman & Hall/CRC computational science series/Chapman & Hall/CRC computational science","issn_l":"2154-4492","issn":["2154-4492","2379-8378"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321043","host_organization_name":"Chapman and Hall London","host_organization_lineage":["https://openalex.org/P4310321043","https://openalex.org/P4310320584"],"host_organization_lineage_names":["Chapman and Hall London","CRC Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chapman & Hall/CRC Computational Science","raw_type":"book-chapter"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt5xv5n3hk","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/5xv5n3hk","pdf_url":"https://escholarship.org/content/qt5xv5n3hk/qt5xv5n3hk.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"chapter"},{"id":"pmh:qt5xv5n3hk","is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/5xv5n3hk","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bethel, E. Wes; Childs, Hank; Mascarenhas, Ajith; Pascucci, Valerio; & Prabhat,. (2009). Scientific Data Management Challenges in High Performance Visual Data Analysis. Scientific Data Management: Challenges, Existing Technology, and Deployment. Lawrence Berkeley National Laboratory: Lawrence Berkeley National Laboratory. Retrieved from: http://www.escholarship.org/uc/item/5xv5n3hk","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:escholarship.org/ark:/13030/qt5xv5n3hk","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/5xv5n3hk","pdf_url":"https://escholarship.org/content/qt5xv5n3hk/qt5xv5n3hk.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"chapter"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1286236842","display_name":null,"funder_award_id":"-AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1799333409","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G3083819904","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3944918260","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G425189044","display_name":null,"funder_award_id":"DE-AC02-05CH","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4501827968","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G454250190","display_name":null,"funder_award_id":"SciDAC","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G4565140552","display_name":null,"funder_award_id":"-AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G4841871747","display_name":null,"funder_award_id":"DE_AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G498139845","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G5315912995","display_name":null,"funder_award_id":"11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5802748842","display_name":null,"funder_award_id":"DE-AC02-05CH112","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G6330738325","display_name":null,"funder_award_id":"DE_AC02_05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6348972864","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6429026066","display_name":null,"funder_award_id":"DE-AC02-05CH112","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6558272803","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6559803294","display_name":null,"funder_award_id":"DE-AC02-05CH1123","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G7340683655","display_name":null,"funder_award_id":"E-AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7406122311","display_name":null,"funder_award_id":"AC02-05CH1123","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7664691372","display_name":null,"funder_award_id":"DE-AC02-05CH1123","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G7825954517","display_name":null,"funder_award_id":"DE-AC02-05CH1123","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8344606036","display_name":null,"funder_award_id":"SciDAC","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8414908677","display_name":null,"funder_award_id":"DE-AC0","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G897164627","display_name":null,"funder_award_id":"DE-AC02_05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G969889393","display_name":null,"funder_award_id":"DE-AC02-","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2771557954.pdf","grobid_xml":"https://content.openalex.org/works/W2771557954.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W574078859","https://openalex.org/W1501639307","https://openalex.org/W1527137792","https://openalex.org/W1545133475","https://openalex.org/W1592610781","https://openalex.org/W1983948426","https://openalex.org/W1985873182","https://openalex.org/W1993244343","https://openalex.org/W2003421875","https://openalex.org/W2046441184","https://openalex.org/W2047995884","https://openalex.org/W2063959509","https://openalex.org/W2068014716","https://openalex.org/W2071362072","https://openalex.org/W2080605277","https://openalex.org/W2096736341","https://openalex.org/W2097759967","https://openalex.org/W2103543285","https://openalex.org/W2111346557","https://openalex.org/W2117492729","https://openalex.org/W2123207641","https://openalex.org/W2131493622","https://openalex.org/W2140415400","https://openalex.org/W2141460641","https://openalex.org/W2149791793","https://openalex.org/W2154074774","https://openalex.org/W2159772324","https://openalex.org/W2489342405","https://openalex.org/W3140081847","https://openalex.org/W3149652069","https://openalex.org/W4253981400","https://openalex.org/W6666447997","https://openalex.org/W6682828673"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Visualization":[0],"is":[1],"a":[2,41,59,100,110],"highly":[3],"data":[4,15,25,47,60,70,84,115,120,126,135,165,171],"intensive":[5],"science:":[6],"visualization":[7,39,168],"algorithms":[8],"take":[9],"as":[10,31],"input":[11],"vast":[12],"amounts":[13],"of":[14,45,102,108,150,173],"produced":[16],"by":[17,131],"simulations":[18,146],"or":[19],"experiments,":[20],"and":[21,62,129,138,147,152,167],"then":[22],"transform":[23],"that":[24,38,65],"into":[26],"imagery.":[27],"It":[28],"turns":[29],"out,":[30],"we":[32],"shall":[33],"explore":[34],"in":[35,54,155],"this":[36,55,96,156],"chapter,":[37],"reveals":[40],"somewhat":[42],"different":[43],"view":[44,101],"scientific":[46,164],"management":[48,166],"challenges":[49],"than":[50],"are":[51],"examined":[52],"elsewhere":[53],"book.":[56],"For":[57],"example,":[58],"ordering":[61],"storage":[63,121],"layout":[64],"works":[66],"well":[67],"for":[68,81,123,140,144],"saving":[69],"from":[71,105,163],"memory":[72],"to":[73],"disk":[74],"may":[75],"not":[76],"be":[77],"the":[78,106],"best":[79],"thing":[80],"subsequent":[82],"visual":[83,114,170],"analysis":[85,116,172],"algorithms.":[86],"This":[87],"chapter":[88],"will":[89],"present":[90],"four":[91],"broad":[92],"topic":[93],"areas":[94],"under":[95],"general":[97],"rubric:":[98],"(1)":[99],"SDM-related":[103],"issues":[104,151],"perspective":[107],"implementing":[109],"production-quality,":[111],"parallel":[112],"capable":[113],"infrastructure;":[117],"(2)":[118],"novel":[119],"formats":[122,137],"multi-resolution,":[124],"streaming":[125],"movement,":[127],"access":[128],"use":[130],"post-processing":[132,148],"tools;":[133],"(3)":[134],"models,":[136],"APIs":[139],"performing":[141],"efficient":[142],"I/O":[143],"both":[145],"tools,\\ndiscussion":[149],"previous":[153],"work":[154],"space;":[157],"(4)":[158],"how":[159],"combining":[160],"state-of-\\nthe-art":[161],"techniques":[162],"enables":[169],"truly":[174],"massive":[175],"datasets.":[176]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}