{"id":"https://openalex.org/W2062063822","doi":"https://doi.org/10.1109/hpec.2014.7040961","title":"BelRed: Constructing GPGPU graph applications with software building blocks","display_name":"BelRed: Constructing GPGPU graph applications with software building blocks","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2062063822","doi":"https://doi.org/10.1109/hpec.2014.7040961","mag":"2062063822"},"language":"en","primary_location":{"id":"doi:10.1109/hpec.2014.7040961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec.2014.7040961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE High Performance Extreme Computing Conference (HPEC)","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/A5018356320","display_name":"Shuai Che","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108985","display_name":"Bellevue Hospital Center","ror":"https://ror.org/01ky34z31","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuai Che","raw_affiliation_strings":["AMD Research, Bellevue, WA","AMD Research, Bellevue WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AMD Research, Bellevue, WA","institution_ids":["https://openalex.org/I4210108985"]},{"raw_affiliation_string":"AMD Research, Bellevue WA, USA","institution_ids":["https://openalex.org/I4210108985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077056823","display_name":"Bradford M. Beckmann","orcid":"https://orcid.org/0000-0002-5444-6521"},"institutions":[{"id":"https://openalex.org/I4210108985","display_name":"Bellevue Hospital Center","ror":"https://ror.org/01ky34z31","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradford M. Beckmann","raw_affiliation_strings":["AMD Research, Bellevue, WA","AMD Research, Bellevue WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AMD Research, Bellevue, WA","institution_ids":["https://openalex.org/I4210108985"]},{"raw_affiliation_string":"AMD Research, Bellevue WA, USA","institution_ids":["https://openalex.org/I4210108985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109010789","display_name":"Steven K. Reinhardt","orcid":"https://orcid.org/0000-0002-2479-0030"},"institutions":[{"id":"https://openalex.org/I4210108985","display_name":"Bellevue Hospital Center","ror":"https://ror.org/01ky34z31","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven K. Reinhardt","raw_affiliation_strings":["AMD Research, Bellevue, WA","AMD Research, Bellevue WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AMD Research, Bellevue, WA","institution_ids":["https://openalex.org/I4210108985"]},{"raw_affiliation_string":"AMD Research, Bellevue WA, USA","institution_ids":["https://openalex.org/I4210108985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9777,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89322403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9995999932289124,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8800870180130005},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6610928177833557},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.6525647044181824},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5847195386886597},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5692471265792847},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5619349479675293},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.4965856671333313},{"id":"https://openalex.org/keywords/simd","display_name":"SIMD","score":0.49564874172210693},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.47203317284584045},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4610345661640167},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4169837236404419},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3635934889316559},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.24641042947769165},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14709895849227905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09350204467773438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8800870180130005},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6610928177833557},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.6525647044181824},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5847195386886597},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5692471265792847},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5619349479675293},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.4965856671333313},{"id":"https://openalex.org/C150552126","wikidata":"https://www.wikidata.org/wiki/Q339387","display_name":"SIMD","level":2,"score":0.49564874172210693},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47203317284584045},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4610345661640167},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4169837236404419},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3635934889316559},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.24641042947769165},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14709895849227905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09350204467773438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpec.2014.7040961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec.2014.7040961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W22572007","https://openalex.org/W26556108","https://openalex.org/W1504291959","https://openalex.org/W1788180225","https://openalex.org/W1978979183","https://openalex.org/W1985291160","https://openalex.org/W1997162567","https://openalex.org/W2007000019","https://openalex.org/W2023930909","https://openalex.org/W2039467384","https://openalex.org/W2080592089","https://openalex.org/W2119547137","https://openalex.org/W2124007994","https://openalex.org/W2141380216","https://openalex.org/W2149234156","https://openalex.org/W2170616854","https://openalex.org/W2500686521","https://openalex.org/W2539828367","https://openalex.org/W3099706321","https://openalex.org/W4285719527","https://openalex.org/W6600944653","https://openalex.org/W6638233953","https://openalex.org/W6678107477"],"related_works":["https://openalex.org/W2534771569","https://openalex.org/W2037547261","https://openalex.org/W2120447654","https://openalex.org/W2977179488","https://openalex.org/W2144453115","https://openalex.org/W2505380084","https://openalex.org/W1968724572","https://openalex.org/W2191246539","https://openalex.org/W641925902","https://openalex.org/W2149904643"],"abstract_inverted_index":{"Graph":[0],"applications":[1,22,115],"are":[2,28,76],"common":[3],"in":[4,128],"scientific":[5],"and":[6,47,51,67,82,131,134,165,190],"enterprise":[7],"computing.":[8],"Recent":[9],"research":[10,124],"studies":[11,169],"used":[12],"graphics":[13],"processing":[14],"units":[15],"(GPUs)":[16],"to":[17,24,53,60,69,111,172,194],"accelerate":[18],"graph":[19,45,114,126,158,180],"workloads.":[20],"These":[21],"tend":[23],"present":[25,100],"characteristics":[26],"that":[27],"challenging":[29],"for":[30,79,136,157,175],"single":[31],"instruction":[32],"multiple":[33],"data":[34,66],"(SIMD)":[35],"computation.":[36],"To":[37,95],"achieve":[38,54],"high":[39,55],"performance,":[40],"prior":[41,123],"work":[42],"studied":[43],"individual":[44],"problems,":[46],"designed":[48],"device-specific":[49],"algorithms":[50,127],"optimizations":[52],"performance.":[56,196],"However,":[57],"programmers":[58,110],"have":[59],"expend":[61],"significant":[62],"manual":[63],"effort,":[64],"packing":[65],"computation":[68],"make":[70],"such":[71],"solutions":[72],"GPU-friendly.":[73],"Usually,":[74],"they":[75],"too":[77],"complex":[78],"regular":[80],"programmers,":[81],"the":[83,122,137,147,163],"resultant":[84],"implementations":[85],"may":[86],"not":[87],"be":[88],"portable":[89],"nor":[90],"perform":[91],"well":[92],"across":[93],"platforms.":[94],"address":[96],"these":[97],"concerns,":[98],"we":[99],"a":[101,176],"library":[102,164],"of":[103,125,146,152,178],"software":[104],"building":[105,154],"blocks,":[106],"BelRed1":[107],"which":[108],"allows":[109],"build":[112],"GPGPU":[113],"with":[116],"ease.":[117],"BelRed":[118,140],"is":[119,132,142],"based":[120],"on":[121,144,170,186],"linear":[129],"algebra,":[130],"implemented":[133],"optimized":[135],"GPU":[138,189],"platform.":[139],"currently":[141],"built":[143],"top":[145],"OpenCL":[148],"framework.":[149],"It":[150],"consists":[151],"fundamental":[153],"blocks":[155],"necessary":[156],"processing.":[159],"This":[160],"paper":[161],"introduces":[162],"presents":[166],"several":[167],"case":[168],"how":[171],"leverage":[173],"it":[174],"variety":[177],"representative":[179],"problems.":[181],"We":[182],"evaluate":[183],"application":[184],"performance":[185],"an":[187],"AMD":[188],"investigate":[191],"optimization":[192],"approaches":[193],"improve":[195]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
