{"id":"https://openalex.org/W2581125179","doi":"https://doi.org/10.1109/tpds.2017.2656900","title":"Design Space Exploration of 2-D Processor Array Architectures for Similarity Distance Computation","display_name":"Design Space Exploration of 2-D Processor Array Architectures for Similarity Distance Computation","publication_year":2017,"publication_date":"2017-01-23","ids":{"openalex":"https://openalex.org/W2581125179","doi":"https://doi.org/10.1109/tpds.2017.2656900","mag":"2581125179"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2017.2656900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2656900","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","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/A5049637855","display_name":"Awos Kanan","orcid":"https://orcid.org/0000-0002-6817-4870"},"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":true,"raw_author_name":"Awos Kanan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada"],"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/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"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027886646","display_name":"Atef Ibrahim","orcid":"https://orcid.org/0000-0002-1115-4051"},"institutions":[{"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"]},{"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"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Atef Ibrahim","raw_affiliation_strings":["Department of Computer Engineering, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","Department of Microelectronics, Electronics Research Institute, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]},{"raw_affiliation_string":"Department of Microelectronics, Electronics Research Institute, Cairo, Egypt","institution_ids":["https://openalex.org/I4210156128"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049637855"],"corresponding_institution_ids":["https://openalex.org/I212119943"],"apc_list":null,"apc_paid":null,"fwci":0.5734,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6793449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"28","issue":"8","first_page":"2218","last_page":"2228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9970999956130981,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8334280252456665},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7049752473831177},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6898663640022278},{"id":"https://openalex.org/keywords/design-space-exploration","display_name":"Design space exploration","score":0.6747735738754272},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5653814673423767},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5255657434463501},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5230344533920288},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43397676944732666},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.42679983377456665},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3382626175880432},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32536816596984863},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21987521648406982},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.12000453472137451},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10811063647270203},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.08337804675102234}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8334280252456665},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7049752473831177},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6898663640022278},{"id":"https://openalex.org/C2776221188","wikidata":"https://www.wikidata.org/wiki/Q21072556","display_name":"Design space exploration","level":2,"score":0.6747735738754272},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5653814673423767},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5255657434463501},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5230344533920288},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43397676944732666},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.42679983377456665},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3382626175880432},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32536816596984863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21987521648406982},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.12000453472137451},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10811063647270203},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.08337804675102234},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2017.2656900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2656900","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W180566773","https://openalex.org/W1743404605","https://openalex.org/W1873332500","https://openalex.org/W1965459845","https://openalex.org/W1986397404","https://openalex.org/W1992419399","https://openalex.org/W2006097283","https://openalex.org/W2009259342","https://openalex.org/W2018388724","https://openalex.org/W2027266885","https://openalex.org/W2046326951","https://openalex.org/W2067988829","https://openalex.org/W2079728538","https://openalex.org/W2104965952","https://openalex.org/W2109363337","https://openalex.org/W2110237983","https://openalex.org/W2114670894","https://openalex.org/W2132178075","https://openalex.org/W2133645803","https://openalex.org/W2139378242","https://openalex.org/W2141012957","https://openalex.org/W2153233077","https://openalex.org/W2155383623","https://openalex.org/W2157688753","https://openalex.org/W2169059124","https://openalex.org/W2202659786","https://openalex.org/W2265965573","https://openalex.org/W2295212288","https://openalex.org/W2504694240","https://openalex.org/W4242072139","https://openalex.org/W6607343744","https://openalex.org/W6637635515","https://openalex.org/W6639175750"],"related_works":["https://openalex.org/W4282568311","https://openalex.org/W4313484792","https://openalex.org/W4388893884","https://openalex.org/W2951473296","https://openalex.org/W2883928845","https://openalex.org/W4288420200","https://openalex.org/W4285346947","https://openalex.org/W3145095675","https://openalex.org/W4365793791","https://openalex.org/W3134072570"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2],"systematic":[3],"methodology":[4,70],"for":[5,35,66],"exploring":[6],"the":[7,22,44,79,84,120,125],"design":[8,36],"space":[9,37],"of":[10,43,83,124,135],"similarity":[11,85],"distance":[12,86],"computation":[13,81,87],"in":[14,21,53,59,72,133],"machine":[15],"learning":[16],"algorithms.":[17],"Previous":[18],"architectures":[19,113],"proposed":[20,146],"literature":[23],"have":[24,47],"been":[25,49],"obtained":[26,115,129,143],"using":[27],"ad":[28],"hoc":[29],"techniques":[30],"that":[31,62],"do":[32],"not":[33,48,64],"allow":[34],"exploration.":[38],"The":[39,69,128,145],"size":[40,121],"and":[41,107,116,122,137,139,151],"dimensionality":[42,123],"input":[45,126],"datasets":[46],"taken":[50],"into":[51],"consideration":[52],"previous":[54],"works.":[55],"This":[56],"may":[57],"result":[58],"impractical":[60],"designs":[61,130,147],"are":[63,105,114,131],"amenable":[65],"hardware":[67],"implementation.":[68],"presented":[71],"this":[73],"work":[74],"is":[75,97],"used":[76],"to":[77],"obtain":[78],"3-D":[80],"domain":[82],"algorithm.":[88],"A":[89],"scheduling":[90,103],"function":[91],"determines":[92],"whether":[93],"an":[94],"algorithm":[95],"variable":[96],"pipelined":[98],"or":[99],"broadcast.":[100],"Four":[101],"linear":[102],"functions":[104],"presented,":[106],"six":[108],"possible":[109],"2-D":[110],"processor":[111],"array":[112],"classified":[117],"based":[118],"on":[119],"datasets.":[127],"analyzed":[132],"terms":[134],"speed":[136],"area,":[138],"compared":[140],"with":[141],"previously":[142],"designs.":[144],"achieve":[148],"better":[149],"time":[150],"area":[152],"complexities.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}