{"id":"https://openalex.org/W2009140963","doi":"https://doi.org/10.1145/2535571.2535591","title":"A classification of scientific visualization algorithms for massive threading","display_name":"A classification of scientific visualization algorithms for massive threading","publication_year":2013,"publication_date":"2013-11-06","ids":{"openalex":"https://openalex.org/W2009140963","doi":"https://doi.org/10.1145/2535571.2535591","mag":"2009140963"},"language":"en","primary_location":{"id":"doi:10.1145/2535571.2535591","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2535571.2535591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Workshop on Ultrascale Visualization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102833835","display_name":"Kenneth Moreland","orcid":"https://orcid.org/0000-0002-7051-3288"},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kenneth Moreland","raw_affiliation_strings":["Sandia National Laboratories"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079289629","display_name":"Berk Geveci","orcid":"https://orcid.org/0000-0003-2477-4855"},"institutions":[{"id":"https://openalex.org/I74786994","display_name":"Kitware (United States)","ror":"https://ror.org/02s2acn37","country_code":"US","type":"company","lineage":["https://openalex.org/I74786994"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Berk Geveci","raw_affiliation_strings":["Kitware, Inc","Kitware Incorporated#TAB#"],"affiliations":[{"raw_affiliation_string":"Kitware, Inc","institution_ids":["https://openalex.org/I74786994"]},{"raw_affiliation_string":"Kitware Incorporated#TAB#","institution_ids":["https://openalex.org/I74786994"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037161857","display_name":"Kwan\u2010Liu Ma","orcid":"https://orcid.org/0000-0001-8086-0366"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kwan-Liu Ma","raw_affiliation_strings":["University of California at Davis"],"affiliations":[{"raw_affiliation_string":"University of California at Davis","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079385551","display_name":"Robert Maynard","orcid":"https://orcid.org/0000-0002-6396-737X"},"institutions":[{"id":"https://openalex.org/I74786994","display_name":"Kitware (United States)","ror":"https://ror.org/02s2acn37","country_code":"US","type":"company","lineage":["https://openalex.org/I74786994"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Maynard","raw_affiliation_strings":["Kitware, Inc","Kitware Incorporated#TAB#"],"affiliations":[{"raw_affiliation_string":"Kitware, Inc","institution_ids":["https://openalex.org/I74786994"]},{"raw_affiliation_string":"Kitware Incorporated#TAB#","institution_ids":["https://openalex.org/I74786994"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102833835"],"corresponding_institution_ids":["https://openalex.org/I4210104735"],"apc_list":null,"apc_paid":null,"fwci":0.8165,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75596046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9778000116348267,"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/computer-science","display_name":"Computer science","score":0.8297553062438965},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7786475419998169},{"id":"https://openalex.org/keywords/code-refactoring","display_name":"Code refactoring","score":0.6317123174667358},{"id":"https://openalex.org/keywords/threading","display_name":"Threading (protein sequence)","score":0.5826473236083984},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.5803155899047852},{"id":"https://openalex.org/keywords/thread","display_name":"Thread (computing)","score":0.5717107653617859},{"id":"https://openalex.org/keywords/scientific-visualization","display_name":"Scientific visualization","score":0.5423636436462402},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.49973559379577637},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46541333198547363},{"id":"https://openalex.org/keywords/parallel-algorithm","display_name":"Parallel algorithm","score":0.41849756240844727},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.4151049256324768},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4092830419540405},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3708840608596802},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.332658588886261},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2949347496032715},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2030853033065796},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.1930077075958252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8297553062438965},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7786475419998169},{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.6317123174667358},{"id":"https://openalex.org/C200307862","wikidata":"https://www.wikidata.org/wiki/Q7797175","display_name":"Threading (protein sequence)","level":3,"score":0.5826473236083984},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.5803155899047852},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.5717107653617859},{"id":"https://openalex.org/C59740354","wikidata":"https://www.wikidata.org/wiki/Q2737866","display_name":"Scientific visualization","level":3,"score":0.5423636436462402},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.49973559379577637},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46541333198547363},{"id":"https://openalex.org/C120373497","wikidata":"https://www.wikidata.org/wiki/Q1087987","display_name":"Parallel algorithm","level":2,"score":0.41849756240844727},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.4151049256324768},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4092830419540405},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3708840608596802},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.332658588886261},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2949347496032715},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2030853033065796},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.1930077075958252},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.0},{"id":"https://openalex.org/C47701112","wikidata":"https://www.wikidata.org/wiki/Q735188","display_name":"Protein structure","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2535571.2535591","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2535571.2535591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Workshop on Ultrascale Visualization","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1482083645","display_name":null,"funder_award_id":"10-014707","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G8698551337","display_name":null,"funder_award_id":"12-015215","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/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"},{"id":"https://openalex.org/F4320338291","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W55478891","https://openalex.org/W820146778","https://openalex.org/W1429309946","https://openalex.org/W1484438933","https://openalex.org/W1532296632","https://openalex.org/W1536852470","https://openalex.org/W1595217432","https://openalex.org/W1985219896","https://openalex.org/W1997370484","https://openalex.org/W2000673357","https://openalex.org/W2011821279","https://openalex.org/W2014041550","https://openalex.org/W2014703509","https://openalex.org/W2017867388","https://openalex.org/W2026431783","https://openalex.org/W2029665502","https://openalex.org/W2039765803","https://openalex.org/W2047167129","https://openalex.org/W2077585808","https://openalex.org/W2087307037","https://openalex.org/W2103185791","https://openalex.org/W2114678761","https://openalex.org/W2128492388","https://openalex.org/W2129053762","https://openalex.org/W2141099521","https://openalex.org/W2142497692","https://openalex.org/W2150794573","https://openalex.org/W2153226019","https://openalex.org/W2155963272","https://openalex.org/W2159098132","https://openalex.org/W2161473239","https://openalex.org/W2162414414","https://openalex.org/W2169816546","https://openalex.org/W2229412420","https://openalex.org/W2264962371","https://openalex.org/W2291283624","https://openalex.org/W2903691225","https://openalex.org/W2916764703","https://openalex.org/W3022841918","https://openalex.org/W4233857083","https://openalex.org/W4285719527","https://openalex.org/W6631794337","https://openalex.org/W6653986653","https://openalex.org/W6660493486"],"related_works":["https://openalex.org/W4313549863","https://openalex.org/W2395465245","https://openalex.org/W2072205733","https://openalex.org/W2101762871","https://openalex.org/W3176957927","https://openalex.org/W4296534969","https://openalex.org/W4312761314","https://openalex.org/W2476494490","https://openalex.org/W3194667890","https://openalex.org/W4231266416"],"abstract_inverted_index":{"As":[0],"the":[1,79,89,98,124],"number":[2,18],"of":[3,19,72,81,92,100,104,141],"cores":[4],"in":[5,53,58],"processors":[6],"increase":[7],"and":[8,96,107],"accelerator":[9],"architectures":[10],"are":[11],"becoming":[12],"more":[13],"common,":[14],"an":[15],"ever":[16],"greater":[17],"threads":[20],"is":[21,56,66],"required":[22],"to":[23,38,132],"achieve":[24,39],"full":[25],"processor":[26],"utilization.":[27],"Our":[28],"current":[29,84],"parallel":[30,40],"scientific":[31],"visualization":[32,85,115],"codes":[33],"rely":[34],"on":[35],"partitioning":[36],"data":[37],"processing,":[41],"but":[42],"this":[43,75,139],"approach":[44,50],"will":[45],"not":[46],"scale":[47],"as":[48],"we":[49,77,144],"massive":[51],"threading":[52],"which":[54],"work":[55,93,110],"distributed":[57],"such":[59],"a":[60,69],"fine":[61],"level":[62],"that":[63],"each":[64,94,120],"thread":[65],"responsible":[67],"for":[68,149],"minute":[70],"portion":[71,91],"data.":[73],"In":[74],"paper":[76],"characterize":[78],"challenges":[80,136],"refactoring":[82],"our":[83,114,129],"algorithms":[86,116,122],"by":[87],"considering":[88],"finest":[90],"performs":[95],"examining":[97],"domain":[99],"input":[101],"data,":[102],"overlaps":[103],"output":[105],"domains,":[106],"interdependencies":[108],"among":[109],"instances.":[111],"We":[112],"divide":[113],"into":[117],"eight":[118],"categories,":[119],"containing":[121],"with":[123],"same":[125],"interdependencies.":[126],"By":[127],"focusing":[128],"research":[130],"efforts":[131],"solving":[133],"these":[134],"categorial":[135],"rather":[137],"than":[138],"legion":[140],"individual":[142],"algorithms,":[143],"can":[145],"make":[146],"attainable":[147],"advancement":[148],"extreme":[150],"computing.":[151]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}