{"id":"https://openalex.org/W3161407708","doi":"https://doi.org/10.1109/tcsii.2021.3066309","title":"Resource-Aware Collaborative Allocation for CPU-FPGA Cloud Environments","display_name":"Resource-Aware Collaborative Allocation for CPU-FPGA Cloud Environments","publication_year":2021,"publication_date":"2021-03-17","ids":{"openalex":"https://openalex.org/W3161407708","doi":"https://doi.org/10.1109/tcsii.2021.3066309","mag":"3161407708"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2021.3066309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2021.3066309","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","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/A5006099481","display_name":"Michael Guilherme Jordan","orcid":"https://orcid.org/0000-0002-5776-2626"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Michael Guilherme Jordan","raw_affiliation_strings":["Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037343437","display_name":"Guilherme Korol","orcid":"https://orcid.org/0000-0002-9882-5072"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Guilherme Korol","raw_affiliation_strings":["Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057716015","display_name":"Mateus Beck Rutzig","orcid":"https://orcid.org/0000-0002-2836-2009"},"institutions":[{"id":"https://openalex.org/I33501960","display_name":"Universidade Federal de Santa Maria","ror":"https://ror.org/01b78mz79","country_code":"BR","type":"education","lineage":["https://openalex.org/I33501960"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mateus Beck Rutzig","raw_affiliation_strings":["Electronics and Computing Department, Universidade Federal de Santa Maria, Santa Maria, Brazil"],"affiliations":[{"raw_affiliation_string":"Electronics and Computing Department, Universidade Federal de Santa Maria, Santa Maria, Brazil","institution_ids":["https://openalex.org/I33501960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078952423","display_name":"Antonio Carlos Schneider Beck","orcid":"https://orcid.org/0000-0002-4492-1747"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Antonio Carlos Schneider Beck","raw_affiliation_strings":["Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006099481"],"corresponding_institution_ids":["https://openalex.org/I130442723"],"apc_list":null,"apc_paid":null,"fwci":3.5804,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93448385,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"68","issue":"5","first_page":"1655","last_page":"1659"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9993000030517578,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7764155864715576},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.733671247959137},{"id":"https://openalex.org/keywords/knapsack-problem","display_name":"Knapsack problem","score":0.7066667079925537},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6975237727165222},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6690056920051575},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5985147953033447},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.5904409289360046},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5239927172660828},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4868420958518982},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.4518751800060272},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.42962098121643066},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.42582347989082336},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.42189091444015503},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2970079779624939},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1784152388572693},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.1664576530456543},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1297084391117096},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0991939902305603}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7764155864715576},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.733671247959137},{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.7066667079925537},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6975237727165222},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6690056920051575},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5985147953033447},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.5904409289360046},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5239927172660828},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4868420958518982},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.4518751800060272},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.42962098121643066},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.42582347989082336},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.42189091444015503},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2970079779624939},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1784152388572693},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.1664576530456543},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1297084391117096},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0991939902305603}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2021.3066309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2021.3066309","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322502","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado do Rio Grande do Sul","ror":"https://ror.org/05k49za97"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W159308319","https://openalex.org/W1502761295","https://openalex.org/W1511574952","https://openalex.org/W1966344015","https://openalex.org/W1980194681","https://openalex.org/W1984222112","https://openalex.org/W2095320658","https://openalex.org/W2295545633","https://openalex.org/W2332675749","https://openalex.org/W2339254261","https://openalex.org/W2505550437","https://openalex.org/W2524556139","https://openalex.org/W2587865853","https://openalex.org/W2605442520","https://openalex.org/W2778169618","https://openalex.org/W2788211964","https://openalex.org/W2900463239","https://openalex.org/W2915364523","https://openalex.org/W2927326457","https://openalex.org/W3006787942","https://openalex.org/W3011460294","https://openalex.org/W3023540311","https://openalex.org/W3137109517","https://openalex.org/W6630403110","https://openalex.org/W6641813157"],"related_works":["https://openalex.org/W241127407","https://openalex.org/W2381035939","https://openalex.org/W2468477307","https://openalex.org/W2910645127","https://openalex.org/W162895179","https://openalex.org/W1521824362","https://openalex.org/W1994567435","https://openalex.org/W2102496746","https://openalex.org/W2360147445","https://openalex.org/W3013852742"],"abstract_inverted_index":{"Cloud":[0],"Warehouses":[1],"have":[2],"been":[3],"exploiting":[4],"CPU-FPGA":[5,51],"environments":[6],"to":[7,11,24,46,66],"accelerate":[8],"multi-tenant":[9],"applications":[10],"achieve":[12],"scalability":[13],"and":[14,26,32,62],"maximize":[15],"resource":[16,48],"utilization.":[17],"In":[18],"this":[19],"scenario,":[20],"kernels":[21],"are":[22,36],"sent":[23],"CPU":[25],"FPGA":[27],"concurrently,":[28],"considering":[29],"available":[30],"resources":[31],"workload":[33],"characteristics,":[34],"which":[35],"highly":[37],"variant.":[38],"Therefore,":[39],"we":[40],"propose":[41],"a":[42],"multi-objective":[43],"optimization":[44],"strategy":[45,72],"improve":[47],"provisioning":[49],"in":[50],"environments.":[52],"It":[53],"is":[54],"based":[55],"on":[56],"the":[57,77,96],"Genetic":[58],"Multidimensional":[59],"Knapsack":[60],"solution":[61],"can":[63],"be":[64],"tuned":[65],"minimize":[67],"makespan":[68,94],"or":[69],"energy.":[70],"Our":[71],"provides":[73],"similar":[74],"results":[75],"as":[76],"optimal":[78],"Exhaustive":[79],"Search,":[80],"but":[81],"with":[82,91],"feasible":[83],"execution":[84],"time,":[85],"while":[86],"presenting":[87],"77%":[88],"energy":[89],"savings":[90],"39%":[92],"lower":[93],"than":[95],"commonly-used":[97],"First-Fit":[98],"strategy.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
