{"id":"https://openalex.org/W2944913135","doi":"https://doi.org/10.1155/2019/3185137","title":"Low-Complexity Scalable Architectures for Parallel Computation of Similarity Measures","display_name":"Low-Complexity Scalable Architectures for Parallel Computation of Similarity Measures","publication_year":2019,"publication_date":"2019-05-26","ids":{"openalex":"https://openalex.org/W2944913135","doi":"https://doi.org/10.1155/2019/3185137","mag":"2944913135"},"language":"en","primary_location":{"id":"doi:10.1155/2019/3185137","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/3185137","pdf_url":"https://downloads.hindawi.com/journals/sp/2019/3185137.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2019/3185137.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049637855","display_name":"Awos Kanan","orcid":"https://orcid.org/0000-0002-6817-4870"},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Awos Kanan","raw_affiliation_strings":["Department of Computer Engineering, Princess Sumaya University for Technology, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0002-6817-4870","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Princess Sumaya University for Technology, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014237424","display_name":"Fayez Gebali","orcid":"https://orcid.org/0000-0001-5189-3409"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fayez Gebali","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027886646","display_name":"Atef Ibrahim","orcid":"https://orcid.org/0000-0002-1115-4051"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]},{"id":"https://openalex.org/I4210156128","display_name":"Electronics Research Institute","ror":"https://ror.org/0532wcf75","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210094263","https://openalex.org/I4210156128"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Atef Ibrahim","raw_affiliation_strings":["Department of Computer Engineering, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia","Department of Microelectronics, Electronics Research Institute, Cairo 11622, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]},{"raw_affiliation_string":"Department of Microelectronics, Electronics Research Institute, Cairo 11622, Egypt","institution_ids":["https://openalex.org/I4210156128"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011071752","display_name":"Kin Fun Li","orcid":"https://orcid.org/0000-0001-7950-1577"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kin Fun Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049637855"],"corresponding_institution_ids":["https://openalex.org/I158749337"],"apc_list":{"value":2000,"currency":"USD","value_usd":2000},"apc_paid":{"value":2000,"currency":"USD","value_usd":2000},"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.04558695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"2019","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9911999702453613,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.984499990940094,"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":0.8358069658279419},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7753994464874268},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6392802596092224},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5760746002197266},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5244458317756653},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5141909122467041},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5067024827003479},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5015928745269775},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.345397412776947},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25801679491996765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16319873929023743},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08765828609466553},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.07646694779396057}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8358069658279419},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7753994464874268},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6392802596092224},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5760746002197266},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5244458317756653},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5141909122467041},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5067024827003479},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5015928745269775},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.345397412776947},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25801679491996765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16319873929023743},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08765828609466553},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.07646694779396057},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2019/3185137","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/3185137","pdf_url":"https://downloads.hindawi.com/journals/sp/2019/3185137.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:702c48e3136f4b4b95ccec1ad64013a1","is_oa":false,"landing_page_url":"https://doaj.org/article/702c48e3136f4b4b95ccec1ad64013a1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2019 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2019/3185137","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/3185137","pdf_url":"https://downloads.hindawi.com/journals/sp/2019/3185137.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2944913135.pdf","grobid_xml":"https://content.openalex.org/works/W2944913135.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1873332500","https://openalex.org/W1992419399","https://openalex.org/W2046326951","https://openalex.org/W2063315665","https://openalex.org/W2079728538","https://openalex.org/W2153233077","https://openalex.org/W2155383623","https://openalex.org/W2295212288","https://openalex.org/W2325127698","https://openalex.org/W2524901373","https://openalex.org/W2581125179"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W2561617217","https://openalex.org/W2389214306","https://openalex.org/W2025378473","https://openalex.org/W2965083567","https://openalex.org/W2355801475","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422"],"abstract_inverted_index":{"Processor":[0],"array":[1],"architectures":[2,26,113,137,144],"have":[3,52],"been":[4,54],"employed,":[5],"as":[6],"an":[7,34],"accelerator,":[8],"to":[9,80,119,154],"compute":[10],"similarity":[11,93],"distance":[12,94],"found":[13],"in":[14,27,33,104],"a":[15,77,128],"variety":[16],"of":[17,23,46,69,92,106,141],"data":[18,50],"mining":[19],"algorithms.":[20],"However,":[21],"most":[22],"the":[24,28,42,47,65,90,117,121,134,142],"proposed":[25,143],"existing":[29],"literature":[30],"are":[31,100],"designed":[32],"ad":[35],"hoc":[36],"manner":[37],"without":[38],"taking":[39],"into":[40],"consideration":[41],"size":[43],"and":[44,56,67,83,102,108,148],"dimensionality":[45],"datasets.":[48],"Furthermore,":[49],"dependencies":[51],"not":[53],"analyzed,":[55],"often,":[57],"only":[58],"one":[59,122,140],"design":[60,81,98],"choice":[61],"is":[62],"considered":[63],"for":[64,89,127],"scheduling":[66],"mapping":[68],"computational":[70],"tasks.":[71],"In":[72],"this":[73],"work,":[74],"we":[75],"present":[76],"systematic":[78],"methodology":[79],"scalable":[82],"area-efficient":[84],"linear":[85],"(1-D)":[86],"processor":[87],"arrays":[88],"computation":[91],"matrices.":[95],"Six":[96],"possible":[97],"options":[99],"obtained":[101,112],"analyzed":[103],"terms":[105],"area":[107,147],"time":[109],"complexities.":[110],"The":[111],"provide":[114],"us":[115],"with":[116,133],"flexibility":[118],"choose":[120],"that":[123,139],"meets":[124],"hardware":[125],"constraints":[126],"specific":[129],"problem":[130],"size.":[131],"Comparisons":[132],"previously":[135],"reported":[136],"demonstrate":[138],"achieves":[145],"less":[146],"area-delay":[149],"product":[150],"besides":[151],"its":[152],"scalability":[153],"high-dimensional":[155],"data.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
