{"id":"https://openalex.org/W4394896901","doi":"https://doi.org/10.1109/tvcg.2024.3390219","title":"TTK is Getting MPI-Ready","display_name":"TTK is Getting MPI-Ready","publication_year":2024,"publication_date":"2024-04-17","ids":{"openalex":"https://openalex.org/W4394896901","doi":"https://doi.org/10.1109/tvcg.2024.3390219","pmid":"https://pubmed.ncbi.nlm.nih.gov/38630564"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2024.3390219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3390219","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04552256","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053983100","display_name":"Eve Le Guillou","orcid":"https://orcid.org/0009-0008-6123-2039"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Eve Le Guillou","raw_affiliation_strings":["CNRS, Sorbonne Université and University of Lille, Paris, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Sorbonne Université and University of Lille, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I2279609970","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005238300","display_name":"Michael R. Will","orcid":"https://orcid.org/0009-0007-1344-3694"},"institutions":[{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Will","raw_affiliation_strings":["RPTU Kaiserslautern-Landau, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I4387152675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104249988","display_name":"Pierre Guillou","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Guillou","raw_affiliation_strings":["CNRS, Sorbonne Université, Paris, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Sorbonne Université, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024614585","display_name":"Jonas Lukasczyk","orcid":"https://orcid.org/0000-0001-6650-770X"},"institutions":[{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Lukasczyk","raw_affiliation_strings":["RPTU Kaiserslautern-Landau, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I4387152675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060046643","display_name":"Pierre Fortin","orcid":"https://orcid.org/0000-0003-3117-9122"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Fortin","raw_affiliation_strings":["Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, Lille, France"],"affiliations":[{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, Lille, France","institution_ids":["https://openalex.org/I7454413","https://openalex.org/I2279609970","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071898071","display_name":"Christoph Garth","orcid":"https://orcid.org/0000-0003-1669-8549"},"institutions":[{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Garth","raw_affiliation_strings":["RPTU Kaiserslautern-Landau, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"RPTU Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I4387152675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074734666","display_name":"Julien Tierny","orcid":"https://orcid.org/0000-0003-0056-2831"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Tierny","raw_affiliation_strings":["CNRS, Sorbonne Université, Paris, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Sorbonne Université, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5053983100"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I39804081"],"apc_list":null,"apc_paid":null,"fwci":1.8085,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85728101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"30","issue":"8","first_page":"5875","last_page":"5892"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10896","display_name":"Homotopy and Cohomology in Algebraic Topology","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques","score":0.9700000286102295,"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":0.8537547588348389},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5444018840789795},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.510800838470459},{"id":"https://openalex.org/keywords/distributed-memory","display_name":"Distributed memory","score":0.5086477994918823},{"id":"https://openalex.org/keywords/tree-traversal","display_name":"Tree traversal","score":0.4940932095050812},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49270394444465637},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.48013755679130554},{"id":"https://openalex.org/keywords/shared-memory","display_name":"Shared memory","score":0.4544847011566162},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.43987518548965454},{"id":"https://openalex.org/keywords/message-passing-interface","display_name":"Message Passing Interface","score":0.4186983108520508},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3846818804740906},{"id":"https://openalex.org/keywords/message-passing","display_name":"Message passing","score":0.3638274669647217},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30373746156692505},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1531403362751007},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11609557271003723}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8537547588348389},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5444018840789795},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.510800838470459},{"id":"https://openalex.org/C91481028","wikidata":"https://www.wikidata.org/wiki/Q1054686","display_name":"Distributed memory","level":3,"score":0.5086477994918823},{"id":"https://openalex.org/C140745168","wikidata":"https://www.wikidata.org/wiki/Q1210082","display_name":"Tree traversal","level":2,"score":0.4940932095050812},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49270394444465637},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.48013755679130554},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.4544847011566162},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.43987518548965454},{"id":"https://openalex.org/C166782233","wikidata":"https://www.wikidata.org/wiki/Q127879","display_name":"Message Passing Interface","level":3,"score":0.4186983108520508},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3846818804740906},{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.3638274669647217},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30373746156692505},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1531403362751007},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11609557271003723}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2024.3390219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3390219","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:38630564","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38630564","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null},{"id":"pmh:oai:HAL:hal-04552256v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04552256","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics, 2024, 30 (8), pp.5875 - 5892. ⟨10.1109/TVCG.2024.3390219⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04552256v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04552256","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics, 2024, 30 (8), pp.5875 - 5892. ⟨10.1109/TVCG.2024.3390219⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5199999809265137,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G465780485","display_name":null,"funder_award_id":"ERC-2019-COG","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1481632020","https://openalex.org/W1498712972","https://openalex.org/W1579510772","https://openalex.org/W1920826835","https://openalex.org/W1927021626","https://openalex.org/W1930589737","https://openalex.org/W1993239100","https://openalex.org/W2017128277","https://openalex.org/W2030347560","https://openalex.org/W2036022226","https://openalex.org/W2050984357","https://openalex.org/W2067332575","https://openalex.org/W2095326847","https://openalex.org/W2096510084","https://openalex.org/W2131493622","https://openalex.org/W2142345929","https://openalex.org/W2145347746","https://openalex.org/W2146019744","https://openalex.org/W2150372924","https://openalex.org/W2153617705","https://openalex.org/W2157514509","https://openalex.org/W2157701289","https://openalex.org/W2187095921","https://openalex.org/W2293090538","https://openalex.org/W2325955172","https://openalex.org/W2333586270","https://openalex.org/W2378256881","https://openalex.org/W2382024644","https://openalex.org/W2400697183","https://openalex.org/W2475195788","https://openalex.org/W2509962701","https://openalex.org/W2510065794","https://openalex.org/W2753153359","https://openalex.org/W2789480745","https://openalex.org/W2902125368","https://openalex.org/W2944412207","https://openalex.org/W2951435719","https://openalex.org/W2962844619","https://openalex.org/W2983503946","https://openalex.org/W2987525751","https://openalex.org/W2994761520","https://openalex.org/W2997113231","https://openalex.org/W3013843370","https://openalex.org/W3090266290","https://openalex.org/W3091564511","https://openalex.org/W3113202345","https://openalex.org/W3123536599","https://openalex.org/W3159496542","https://openalex.org/W3171241139","https://openalex.org/W4255383393","https://openalex.org/W4289688996","https://openalex.org/W4310831431","https://openalex.org/W4313421805","https://openalex.org/W4317532093","https://openalex.org/W4360993934","https://openalex.org/W4388069518","https://openalex.org/W6675107399","https://openalex.org/W6687461474","https://openalex.org/W6737713688","https://openalex.org/W6737963630","https://openalex.org/W6766477766"],"related_works":["https://openalex.org/W2366325093","https://openalex.org/W1998761481","https://openalex.org/W2498758832","https://openalex.org/W2154020360","https://openalex.org/W184749201","https://openalex.org/W98999783","https://openalex.org/W2314805133","https://openalex.org/W1544002944","https://openalex.org/W2556310971","https://openalex.org/W2133825528"],"abstract_inverted_index":{"This":[0],"system":[1],"paper":[2,49],"documents":[3],"the":[4,8,11,19,61,118,139,145,154,187,191,206,224,254],"technical":[5],"foundations":[6],"for":[7,31,60,109,153,253,264],"extension":[9,104],"of":[10,63,70,79,105,123,169,210,215,245,256],"Topology":[12],"ToolKit":[13],"(TTK)":[14],"to":[15,117,183],"distributed-memory":[16,32,155,208],"parallelism":[17],"with":[18,39,212,239,261],"Message":[20],"Passing":[21],"Interface":[22],"(MPI).":[23],"While":[24,81],"several":[25,87],"recent":[26],"papers":[27],"introduced":[28,194],"topology-based":[29],"approaches":[30],"environments,":[33],"these":[34],"were":[35],"reporting":[36],"experiments":[37],"obtained":[38],"tailored,":[40],"mono-algorithm":[41],"implementations.":[42,126],"In":[43],"contrast,":[44],"we":[45,85,94,100,229,249],"describe":[46,101],"in":[47,96],"this":[48,83,97],"a":[50,68,114,151,199,236,243,251],"versatile":[51],"approach":[52],"(supporting":[53],"both":[54,137],"triangulated":[55],"domains":[56],"and":[57,89,112,121,135,143,166,189],"regular":[58],"grids)":[59],"support":[62],"topological":[64,71,125,156],"analysis":[65,217],"pipelines,":[66],"i.e.,":[67],"sequence":[69],"algorithms":[72,157],"interacting":[73],"together,":[74],"possibly":[75],"on":[76,162,186,223,235],"distinct":[77],"numbers":[78],"processes.":[80],"developing":[82],"extension,":[84,259],"faced":[86],"algorithmic":[88,147],"software":[90],"engineering":[91],"challenges,":[92],"which":[93],"document":[95],"paper.":[98],"Specifically,":[99],"an":[102,130,213],"MPI":[103,258],"TTK's":[106,124,257],"data":[107],"structure":[108],"triangulation":[110],"representation":[111],"traversal,":[113],"central":[115],"component":[116],"global":[119,140],"performance":[120,174],"generality":[122],"We":[127,149,204],"also":[128],"introduce":[129],"intermediate":[131],"interface":[132],"between":[133],"TTK":[134,211],"MPI,":[136],"at":[138,144],"pipeline":[141],"level,":[142],"fine-grain":[146],"level.":[148],"provide":[150,167,250],"taxonomy":[152],"supported":[158],"by":[159,195],"TTK,":[160],"depending":[161],"their":[163],"communication":[164,267],"needs":[165],"examples":[168],"hybrid":[170],"MPI+thread":[171],"parallelizations.":[172],"Detailed":[173],"analyses":[175],"show":[176],"that":[177,190],"parallel":[178],"efficiencies":[179],"range":[180],"from":[181],"20%":[182],"80%":[184],"(depending":[185],"algorithms),":[188],"MPI-specific":[192],"preconditioning":[193],"our":[196],"framework":[197],"induces":[198],"negligible":[200],"computation":[201],"time":[202],"overhead.":[203],"illustrate":[205],"new":[207],"capabilities":[209],"example":[214],"advanced":[216],"pipeline,":[218],"combining":[219],"multiple":[220],"algorithms,":[221],"run":[222],"largest":[225],"publicly":[226],"available":[227],"dataset":[228],"have":[230],"found":[231],"(120":[232],"billion":[233],"vertices)":[234],"standard":[237],"cluster":[238],"64":[240],"nodes":[241],"(for":[242],"total":[244],"1536":[246],"cores).":[247],"Finally,":[248],"roadmap":[252],"completion":[255],"along":[260],"generic":[262],"recommendations":[263],"each":[265],"algorithm":[266],"category.":[268]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2024-04-18T00:00:00"}