{"id":"https://openalex.org/W3009389221","doi":"https://doi.org/10.1109/access.2020.2977760","title":"Real-Time Quantile-Based Estimation of Resource Utilization on an FPGA Platform Using HLS","display_name":"Real-Time Quantile-Based Estimation of Resource Utilization on an FPGA Platform Using HLS","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3009389221","doi":"https://doi.org/10.1109/access.2020.2977760","mag":"3009389221"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2977760","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2977760","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09020050.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09020050.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062431596","display_name":"Chanaka Ganewattha","orcid":"https://orcid.org/0000-0002-9865-4971"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Chanaka Ganewattha","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9865-4971","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034665130","display_name":"Zaheer Khan","orcid":"https://orcid.org/0000-0003-2951-5684"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Zaheer Khan","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0003-2951-5684","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055603484","display_name":"Janne Lehtom\u00e4ki","orcid":"https://orcid.org/0000-0002-5081-1843"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Janne J. Lehtomaki","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-5081-1843","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063562055","display_name":"Marja Matinmikko\u2010Blue","orcid":"https://orcid.org/0000-0002-0094-6344"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Marja Matinmikko-Blue","raw_affiliation_strings":["Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-0094-6344","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications (CWC), University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.02072335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"43301","last_page":"43313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12146","display_name":"Power Line Communications and Noise","score":0.9865000247955322,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9822999835014343,"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/quantile","display_name":"Quantile","score":0.8992356061935425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7785588502883911},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7417891025543213},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7111451625823975},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4866238534450531},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4769895672798157},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4677349030971527},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12641587853431702}],"concepts":[{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.8992356061935425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7785588502883911},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7417891025543213},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7111451625823975},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4866238534450531},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4769895672798157},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4677349030971527},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12641587853431702},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.2977760","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2977760","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09020050.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:530f86da270f4b4f858b6558b5254383","is_oa":true,"landing_page_url":"https://doaj.org/article/530f86da270f4b4f858b6558b5254383","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 43301-43313 (2020)","raw_type":"article"},{"id":"pmh:oai:oulu.fi:nbnfi-fe2020050725515","is_oa":true,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe2020050725515","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2977760","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2977760","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09020050.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1928384820","display_name":null,"funder_award_id":"318927","funder_id":"https://openalex.org/F4320328501","funder_display_name":"Business Finland"},{"id":"https://openalex.org/G4230935547","display_name":null,"funder_award_id":"318927","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320328501","display_name":"Business Finland","ror":"https://ror.org/05bgf9v38"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3009389221.pdf","grobid_xml":"https://content.openalex.org/works/W3009389221.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1500657154","https://openalex.org/W1646736139","https://openalex.org/W2008627471","https://openalex.org/W2012649175","https://openalex.org/W2017146323","https://openalex.org/W2055421161","https://openalex.org/W2073821945","https://openalex.org/W2255920332","https://openalex.org/W2743617586","https://openalex.org/W2784643306","https://openalex.org/W2804820284","https://openalex.org/W2807456789","https://openalex.org/W2892464957","https://openalex.org/W2920051226","https://openalex.org/W2950379201","https://openalex.org/W2951096143","https://openalex.org/W2963317164","https://openalex.org/W3005377970","https://openalex.org/W4289671238","https://openalex.org/W6692123203","https://openalex.org/W6754721689","https://openalex.org/W6763979377","https://openalex.org/W6764218831"],"related_works":["https://openalex.org/W2963308895","https://openalex.org/W4298801152","https://openalex.org/W2185047231","https://openalex.org/W2159903438","https://openalex.org/W1966919947","https://openalex.org/W2588275121","https://openalex.org/W2999188005","https://openalex.org/W2899572845","https://openalex.org/W131879751","https://openalex.org/W3098817453"],"abstract_inverted_index":{"Hardware":[0],"accelerated":[1],"modules":[2],"that":[3,57,167],"can":[4,15,178,183],"continuously":[5],"measure/analyze":[6],"resource":[7,77],"(frequency":[8],"channels,":[9],"power,":[10],"etc.)":[11],"utilization":[12,30,78,147],"in":[13,17,24,172,191],"real-time":[14,75],"help":[16],"achieving":[18],"efficient":[19],"network":[20,33],"control,":[21],"and":[22,40,95,134,171,182],"configuration":[23],"cloud":[25],"managed":[26],"wireless":[27,82,192],"networks.":[28,83],"As":[29],"of":[31,45,73,128,189],"various":[32],"resources":[34],"over":[35],"time":[36],"often":[37],"exhibits":[38],"broad":[39],"skewed":[41],"distribution,":[42],"estimating":[43],"quantiles":[44],"metrics":[46],"to":[47,59,186],"characterize":[48],"their":[49],"distribution":[50],"is":[51,105],"more":[52],"useful":[53],"than":[54],"typical":[55],"approaches":[56],"tend":[58],"focus":[60,139],"on":[61,89,98,113,121,140],"measuring":[62],"average":[63],"values":[64],"only.":[65],"In":[66],"this":[67],"paper,":[68],"we":[69,138],"describe":[70],"the":[71,90,93,126,129,151,154,158,175],"development":[72],"a":[74,114,161],"quantile-based":[76],"estimator":[79,132],"module":[80,104,156,177],"for":[81],"The":[84,103],"intensive":[85],"processing":[86],"tasks":[87],"run":[88],"FPGA,":[91],"while":[92],"command":[94],"control":[96],"runs":[97],"an":[99,136],"embedded":[100],"ARM":[101],"processor.":[102],"implemented":[106,130,155,176],"by":[107],"using":[108],"high":[109,169],"level":[110],"synthesis":[111],"(HLS)":[112],"Xilinx's":[115],"Zynq-7000":[116],"series":[117],"all":[118],"programmable":[119],"system":[120],"chip":[122],"board.":[123],"We":[124,149,165],"test":[125],"performance":[127],"quantile":[131,163,180],"module,":[133],"as":[135],"example,":[137],"forecasting":[141,188],"congestion":[142,190],"with":[143,168],"real":[144,173],"frequency":[145,193],"channel":[146],"data.":[148],"compare":[150],"results":[152,159],"from":[153,160],"against":[157],"theoretical":[162],"estimator.":[164],"show":[166],"accuracy":[170],"time,":[174],"perform":[179,187],"estimation":[181],"be":[184],"utilized":[185],"spectrum":[194],"utilization.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
