{"id":"https://openalex.org/W4386212505","doi":"https://doi.org/10.1109/siu59756.2023.10223961","title":"A Learning-Based Coloring Algorithm for Register Allocation Problem","display_name":"A Learning-Based Coloring Algorithm for Register Allocation Problem","publication_year":2023,"publication_date":"2023-07-05","ids":{"openalex":"https://openalex.org/W4386212505","doi":"https://doi.org/10.1109/siu59756.2023.10223961"},"language":"en","primary_location":{"id":"doi:10.1109/siu59756.2023.10223961","doi":"https://doi.org/10.1109/siu59756.2023.10223961","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/siu59756.2023.10223961","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"Signal Processing and Communications Applications Conference (SIU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5040344533","display_name":"Gizem Sungu Terci","orcid":"https://orcid.org/0000-0001-6770-7674","observed_orcids":["https://orcid.org/0000-0001-6770-7674"]},"institutions":[{"id":"https://openalex.org/I109297418","display_name":"Gebze Technical University","ror":"https://ror.org/01sdnnq10","country_code":"TR","type":"education","lineage":["https://openalex.org/I109297418"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Gizem S\u00fcng\u00fc Terci","raw_affiliation_strings":["Bili\u015fim Teknolojileri Enstit\u00fcs\u00fc Gebze Teknik \u00dcniversitesi,Kocaeli,T\u00fcrkiyer"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bili\u015fim Teknolojileri Enstit\u00fcs\u00fc Gebze Teknik \u00dcniversitesi,Kocaeli,T\u00fcrkiyer","institution_ids":["https://openalex.org/I109297418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5040344533"],"corresponding_institution_ids":["https://openalex.org/I109297418"],"apc_list":null,"apc_paid":null,"fwci":0.2209,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.42295735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.5249000191688538,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.5249000191688538,"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.17910000681877136,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.05939999967813492,"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/register-allocation","display_name":"register allocation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/learning-based-algorithms","display_name":"learning-based algorithms","score":0.8259999752044678},{"id":"https://openalex.org/keywords/variable-assignment","display_name":"variable assignment","score":0.5040000081062317},{"id":"https://openalex.org/keywords/dimacs-benchmarks","display_name":"DIMACS benchmarks","score":0.6729999780654907},{"id":"https://openalex.org/keywords/evolutionary-algorithm-comparison","display_name":"evolutionary algorithm comparison","score":0.7480000257492065}],"concepts":[{"id":"https://openalex.org/C76946457","wikidata":"https://www.wikidata.org/wiki/Q504843","display_name":"Graph coloring","level":3,"score":0.7916891574859619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7510168552398682},{"id":"https://openalex.org/C128916667","wikidata":"https://www.wikidata.org/wiki/Q1343660","display_name":"Register allocation","level":3,"score":0.6690937280654907},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5317370295524597},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5047532320022583},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.49078187346458435},{"id":"https://openalex.org/C38767284","wikidata":"https://www.wikidata.org/wiki/Q5601715","display_name":"Greedy coloring","level":5,"score":0.4870317578315735},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.43566587567329407},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.42252954840660095},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36336028575897217},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25726547837257385},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19943666458129883},{"id":"https://openalex.org/C203776342","wikidata":"https://www.wikidata.org/wiki/Q1378376","display_name":"Line graph","level":3,"score":0.0},{"id":"https://openalex.org/C149530733","wikidata":"https://www.wikidata.org/wiki/Q5597091","display_name":"Graph power","level":4,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu59756.2023.10223961","doi":"https://doi.org/10.1109/siu59756.2023.10223961","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/siu59756.2023.10223961","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"Signal Processing and Communications Applications Conference (SIU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2245902652","https://openalex.org/W350693376","https://openalex.org/W1547217239","https://openalex.org/W7095998008","https://openalex.org/W168043308","https://openalex.org/W7038233981","https://openalex.org/W2003804316","https://openalex.org/W2098626241","https://openalex.org/W2092816959","https://openalex.org/W3004886811"],"abstract_inverted_index":{"The":[0,57,91],"register":[1],"allocation":[2],"problem":[3,26,61],"involves":[4],"assigning":[5,38],"variables":[6,67],"in":[7,13,34,54,68,111,130,137],"a":[8,14,22,32,35,39,80,131],"program":[9,70],"to":[10,41,45,63,71,87],"physical":[11],"registers":[12],"computer's":[15],"processor.":[16],"It":[17],"can":[18],"be":[19],"modeled":[20],"as":[21,31],"weighted":[23],"node":[24,33,43],"coloring":[25,83,121],"by":[27,103],"representing":[28],"each":[29,42],"variable":[30,51],"graph":[36],"and":[37],"weight":[40],"corresponding":[44],"the":[46,50,55,60,66,69,72,89,94,107,112,118,124,138],"number":[47,74],"of":[48,59,75,93],"times":[49],"is":[52,62],"used":[53],"program.":[56],"purpose":[58],"allocate":[64],"all":[65],"least":[73],"registers.":[76],"In":[77],"this":[78],"study,":[79],"learning-":[81],"based":[82],"algorithm":[84,122],"was":[85],"designed":[86],"solve":[88],"problem.":[90],"performance":[92],"proposed":[95,119],"work":[96],"has":[97],"been":[98],"tested":[99],"on":[100],"DIMACS":[101,128],"samples":[102],"comparing":[104],"it":[105],"with":[106],"leading":[108],"evolutionary":[109,135],"algorithms":[110,136],"literature.":[113,139],"Experimental":[114],"studies":[115],"show":[116],"that":[117],"learning-based":[120],"achieves":[123],"best":[125],"results":[126],"for":[127],"instances":[129],"shorter":[132],"time":[133],"than":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-08-29T00:00:00"}