{"id":"https://openalex.org/W2141380216","doi":"https://doi.org/10.1177/1094342011403516","title":"The Combinatorial BLAS: design, implementation, and applications","display_name":"The Combinatorial BLAS: design, implementation, and applications","publication_year":2011,"publication_date":"2011-05-19","ids":{"openalex":"https://openalex.org/W2141380216","doi":"https://doi.org/10.1177/1094342011403516","mag":"2141380216"},"language":"en","primary_location":{"id":"doi:10.1177/1094342011403516","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342011403516","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"0890-2720","issn":["0890-2720","1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-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/A5035719914","display_name":"Ayd\u0131n Bulu\u00e7","orcid":"https://orcid.org/0000-0001-7253-9038"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ayd\u0131n Bulu\u00e7","raw_affiliation_strings":["High Performance Computing Research, Lawrence Berkeley National Laboratory, USA","High Performance Computing Research, Lawrence Berkeley National Laboratory, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"High Performance Computing Research, Lawrence Berkeley National Laboratory, USA","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"High Performance Computing Research, Lawrence Berkeley National Laboratory, USA#TAB#","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108223550","display_name":"John R. Gilbert","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John R Gilbert","raw_affiliation_strings":["Department of Computer Science, University of California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5035719914"],"corresponding_institution_ids":["https://openalex.org/I148283060"],"apc_list":null,"apc_paid":null,"fwci":20.4351,"has_fulltext":false,"cited_by_count":425,"citation_normalized_percentile":{"value":0.9965944,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"25","issue":"4","first_page":"496","last_page":"509"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9993000030517578,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9993000030517578,"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":0.9957000017166138,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8678381443023682},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6787161827087402},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5436538457870483},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5085686445236206},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4982445240020752},{"id":"https://openalex.org/keywords/graph-algorithms","display_name":"Graph algorithms","score":0.44448375701904297},{"id":"https://openalex.org/keywords/sparse-matrix","display_name":"Sparse matrix","score":0.4319639503955841},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.426683634519577},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4244665205478668},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2320830225944519},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10679242014884949}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8678381443023682},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6787161827087402},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5436538457870483},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5085686445236206},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4982445240020752},{"id":"https://openalex.org/C2986651925","wikidata":"https://www.wikidata.org/wiki/Q1514868","display_name":"Graph algorithms","level":3,"score":0.44448375701904297},{"id":"https://openalex.org/C56372850","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse matrix","level":3,"score":0.4319639503955841},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.426683634519577},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4244665205478668},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2320830225944519},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10679242014884949},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1094342011403516","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342011403516","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"0890-2720","issn":["0890-2720","1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.185.4283","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.185.4283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.ucsb.edu/research/tech_reports/reports/2010-18.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.392.7863","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.392.7863","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://crd.lbl.gov/assets/pubs_presos/combblas-r2.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W14584031","https://openalex.org/W24949668","https://openalex.org/W26556108","https://openalex.org/W86567484","https://openalex.org/W176939601","https://openalex.org/W179815580","https://openalex.org/W1506342804","https://openalex.org/W1509342228","https://openalex.org/W1509918472","https://openalex.org/W1522512418","https://openalex.org/W1527104720","https://openalex.org/W1543862374","https://openalex.org/W1564285798","https://openalex.org/W1569090332","https://openalex.org/W1573458559","https://openalex.org/W1589986168","https://openalex.org/W1601726608","https://openalex.org/W1883226873","https://openalex.org/W1971937094","https://openalex.org/W1988425770","https://openalex.org/W1996887196","https://openalex.org/W1997542937","https://openalex.org/W2002850151","https://openalex.org/W2003168947","https://openalex.org/W2014807599","https://openalex.org/W2019724001","https://openalex.org/W2022916138","https://openalex.org/W2027657506","https://openalex.org/W2045271686","https://openalex.org/W2046526098","https://openalex.org/W2051340748","https://openalex.org/W2068975988","https://openalex.org/W2095760405","https://openalex.org/W2106553832","https://openalex.org/W2110942501","https://openalex.org/W2112708371","https://openalex.org/W2114327031","https://openalex.org/W2121082877","https://openalex.org/W2122948532","https://openalex.org/W2126004407","https://openalex.org/W2131720378","https://openalex.org/W2134237243","https://openalex.org/W2147393894","https://openalex.org/W2151187166","https://openalex.org/W2161404621","https://openalex.org/W2164041305","https://openalex.org/W2165301438","https://openalex.org/W2170616854","https://openalex.org/W2171707538","https://openalex.org/W2173213060","https://openalex.org/W2336421818","https://openalex.org/W2338176476","https://openalex.org/W2415655736","https://openalex.org/W2488539076","https://openalex.org/W2494652507","https://openalex.org/W2787916455","https://openalex.org/W4231201730","https://openalex.org/W4244968939","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2965083567","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422","https://openalex.org/W2089704382","https://openalex.org/W4401278057","https://openalex.org/W3202552726","https://openalex.org/W2279642117"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,88],"scalable":[4],"high-performance":[5,25],"software":[6],"library":[7,108,118],"to":[8,44,50],"be":[9,72],"used":[10],"for":[11,66,114],"graph":[12,59,99,124],"analysis":[13],"and":[14,36,54,100,110,131,135],"data":[15,101],"mining.":[16],"Large":[17],"combinatorial":[18],"graphs":[19],"appear":[20],"in":[21,126],"many":[22],"applications":[23],"of":[24,68,87,93,128,138],"computing,":[26],"including":[27],"computational":[28],"biology,":[29],"informatics,":[30],"analytics,":[31],"web":[32],"search,":[33],"dynamical":[34],"systems,":[35],"sparse":[37],"matrix":[38],"methods.":[39],"Graph":[40],"computations":[41],"are":[42,146],"difficult":[43],"parallelize":[45],"using":[46,75,121,142],"traditional":[47],"approaches":[48],"due":[49],"their":[51],"irregular":[52],"nature":[53],"low":[55],"operational":[56],"intensity.":[57],"Many":[58],"computations,":[60],"however,":[61],"contain":[62],"sufficient":[63],"coarse-grained":[64],"parallelism":[65],"thousands":[67],"processors,":[69],"which":[70,85],"can":[71],"uncovered":[73],"by":[74],"the":[76,81,139,143],"right":[77],"primitives.":[78],"We":[79,104],"describe":[80],"parallel":[82],"Combinatorial":[83,144],"BLAS,":[84,145],"consists":[86],"small":[89],"but":[90],"powerful":[91],"set":[92],"linear":[94],"algebra":[95],"primitives":[96],"specifically":[97],"targeting":[98],"mining":[102],"applications.":[103],"provide":[105],"an":[106],"extensible":[107],"interface":[109],"some":[111],"guiding":[112],"principles":[113],"future":[115],"development.":[116],"The":[117,133],"is":[119],"evaluated":[120],"two":[122],"important":[123],"algorithms,":[125],"terms":[127],"both":[129],"performance":[130,137],"ease-of-use.":[132],"scalability":[134],"raw":[136],"example":[140],"applications,":[141],"unprecedented":[147],"on":[148],"distributed":[149],"memory":[150],"clusters.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":46},{"year":2019,"cited_by_count":29},{"year":2018,"cited_by_count":41},{"year":2017,"cited_by_count":53},{"year":2016,"cited_by_count":46},{"year":2015,"cited_by_count":32},{"year":2014,"cited_by_count":26},{"year":2013,"cited_by_count":23},{"year":2012,"cited_by_count":23}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
