{"id":"https://openalex.org/W4409758294","doi":"https://doi.org/10.1109/lca.2025.3563728","title":"Halis: A Hardware-Software Co-Designed Near-Cache Accelerator for Graph Pattern Mining","display_name":"Halis: A Hardware-Software Co-Designed Near-Cache Accelerator for Graph Pattern Mining","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4409758294","doi":"https://doi.org/10.1109/lca.2025.3563728"},"language":"en","primary_location":{"id":"doi:10.1109/lca.2025.3563728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lca.2025.3563728","pdf_url":null,"source":{"id":"https://openalex.org/S17643076","display_name":"IEEE Computer Architecture Letters","issn_l":"1556-6056","issn":["1556-6056","1556-6064","2473-2575"],"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 Computer Architecture Letters","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/A5117290459","display_name":"\u015eevval \u0130zmirli","orcid":null},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"\u015eevval \u0130zmirli","raw_affiliation_strings":["Computer Engineering Department, TOBB University of Economics and Technology, Ankara, T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, TOBB University of Economics and Technology, Ankara, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012920678","display_name":"Juli\u00e1n Pav\u00f3n","orcid":"https://orcid.org/0000-0002-8291-509X"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Julian Pavon","raw_affiliation_strings":["Computer Science Department, Barcelona Supercomputing Center, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102799920","display_name":"Ivan Vargas Valdivieso","orcid":"https://orcid.org/0000-0002-5092-3829"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ivan Vargas Valdivieso","raw_affiliation_strings":["Computer Science Department, Barcelona Supercomputing Center, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117290460","display_name":"Bet\u00fcl Ayde\u011fer","orcid":null},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bet\u00fcl Ayde\u011fer","raw_affiliation_strings":["Computer Engineering Department, TOBB University of Economics and Technology, Ankara, T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, TOBB University of Economics and Technology, Ankara, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117290461","display_name":"Kerem Yal\u00e7nkaya","orcid":null},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kerem Yal\u00e7\u0131nkaya","raw_affiliation_strings":["Computer Engineering Department, TOBB University of Economics and Technology, Ankara, T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, TOBB University of Economics and Technology, Ankara, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084390427","display_name":"Adri\u00e1n Cristal","orcid":"https://orcid.org/0000-0003-1277-9296"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Adrian Cristal","raw_affiliation_strings":["Computer Science Department, Barcelona Supercomputing Center, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052707216","display_name":"O\u011fuz Ergin","orcid":"https://orcid.org/0000-0003-2701-3787"},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"O\u011fuz Ergin","raw_affiliation_strings":["Computer Engineering Department, TOBB University of Economics and Technology, Ankara, T&#x00FC;rkiye"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, TOBB University of Economics and Technology, Ankara, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075162875","display_name":"Osman \u00dcnsal","orcid":"https://orcid.org/0000-0002-0544-9697"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Osman \u00dcnsal","raw_affiliation_strings":["Computer Science Department, Barcelona Supercomputing Center, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5117290459"],"corresponding_institution_ids":["https://openalex.org/I13236232"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0685172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"2","first_page":"249","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9957000017166138,"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":0.9957000017166138,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9814000129699707,"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"}},{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":0.9781000018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7944575548171997},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.6351037621498108},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5490590929985046},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.528801441192627},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4491538405418396},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4264107048511505},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4192691743373871},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4019660949707031},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.39251694083213806},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11958792805671692}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7944575548171997},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.6351037621498108},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5490590929985046},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.528801441192627},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4491538405418396},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4264107048511505},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4192691743373871},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4019660949707031},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.39251694083213806},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11958792805671692}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lca.2025.3563728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lca.2025.3563728","pdf_url":null,"source":{"id":"https://openalex.org/S17643076","display_name":"IEEE Computer Architecture Letters","issn_l":"1556-6056","issn":["1556-6056","1556-6064","2473-2575"],"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 Computer Architecture Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2034062945","https://openalex.org/W2035080386","https://openalex.org/W2904192253","https://openalex.org/W3129485837","https://openalex.org/W3158543914","https://openalex.org/W3191648064","https://openalex.org/W4281687131","https://openalex.org/W4281731825","https://openalex.org/W4380881084","https://openalex.org/W4404954970","https://openalex.org/W6638337918","https://openalex.org/W6770544957"],"related_works":["https://openalex.org/W2152099439","https://openalex.org/W1984163603","https://openalex.org/W3130422087","https://openalex.org/W3004195166","https://openalex.org/W2126310295","https://openalex.org/W1563139915","https://openalex.org/W4288413100","https://openalex.org/W2885669284","https://openalex.org/W2077172685","https://openalex.org/W1534116390"],"abstract_inverted_index":{"Graph":[0],"Pattern":[1],"Mining":[2],"(GPM)":[3],"algorithms":[4],"extract":[5],"meaningful":[6],"information":[7],"within":[8],"graph":[9],"structures,":[10],"making":[11],"them":[12],"fundamental":[13],"building":[14],"blocks":[15],"for":[16,57,113],"multiple":[17],"application":[18],"domains.":[19],"However,":[20],"their":[21,109],"performance":[22],"is":[23],"bottlenecked":[24],"by":[25,35,149],"hard-to-predict":[26],"divergence":[27,87],"control,":[28],"cache":[29,79,83],"pollution,":[30],"and":[31,78,89,146,151],"low":[32],"parallelism":[33],"caused":[34],"index":[36,66],"matching":[37,67],"operations":[38,68],"that":[39,142],"dominate":[40],"the":[41,70,163],"execution":[42],"time.":[43],"To":[44,92],"address":[45],"these":[46],"challenges,":[47],"this":[48],"paper":[49],"introduces":[50],"Halis,":[51],"a":[52,130,156],"hardware-software":[53],"co-designed":[54],"Near-Cache":[55],"Accelerator":[56],"GPM":[58,114],"workloads":[59],"on":[60],"commercial":[61],"multi-core":[62],"CPUs.":[63],"By":[64],"executing":[65],"near":[69],"Last-Level":[71],"Cache":[72],"(LLC),":[73],"Halis":[74,95,117,143],"reduces":[75],"data":[76,104],"movement":[77],"pollution":[80],"in":[81,102],"upper":[82],"levels":[84],"while":[85,154],"minimizing":[86],"control":[88],"enhancing":[90],"parallelism.":[91],"achieve":[93],"this,":[94],"repurposes":[96],"underutilized":[97],"Content":[98],"Addressable":[99],"Memories":[100],"(CAMs)":[101],"hardware":[103,147],"prefetchers,":[105],"taking":[106],"advantage":[107],"of":[108,160],"efficient":[110],"lookup":[111],"capabilities":[112],"workloads.":[115],"Furthermore,":[116],"includes":[118],"virtual":[119],"memory":[120],"support,":[121],"ensuring":[122],"compatibility":[123],"with":[124],"commodity":[125],"operating":[126],"systems.":[127],"Designed":[128],"as":[129],"decoupled":[131],"programmable":[132],"accelerator,":[133],"it":[134],"operates":[135],"via":[136],"memory-mapped":[137],"registers.":[138],"Our":[139],"evaluation":[140],"demonstrates":[141],"outperforms":[144],"software":[145],"approaches":[148],"26.9\u00d7":[150],"2.4\u00d7":[152],"respectively,":[153],"incurring":[155],"negligible":[157],"area":[158],"overhead":[159],"0.05%":[161],"over":[162],"CPU":[164],"baseline.":[165]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
