{"id":"https://openalex.org/W4394564754","doi":"https://doi.org/10.1109/ic2pct60090.2024.10486503","title":"Analysis of Machine Learning Techniques for Knob Tuning","display_name":"Analysis of Machine Learning Techniques for Knob Tuning","publication_year":2024,"publication_date":"2024-02-09","ids":{"openalex":"https://openalex.org/W4394564754","doi":"https://doi.org/10.1109/ic2pct60090.2024.10486503"},"language":"en","primary_location":{"id":"doi:10.1109/ic2pct60090.2024.10486503","doi":"https://doi.org/10.1109/ic2pct60090.2024.10486503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic2pct60090.2024.10486503","pdf_url":null,"source":{"id":"https://openalex.org/S4306498805","display_name":"IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT)","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":"2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT)","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/A5064311936","display_name":"Savita Kumari Sheoran","orcid":"https://orcid.org/0000-0002-0359-4700","observed_orcids":["https://orcid.org/0000-0002-0359-4700"]},"institutions":[{"id":"https://openalex.org/I4210142013","display_name":"Indira Gandhi University, Meerpur","ror":"https://ror.org/044kc7a79","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210142013"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Savita Sheoran","raw_affiliation_strings":["Indira Gandhi University,Dept of Computer Science & Engineering,Meerpur Rewari,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi University,Dept of Computer Science & Engineering,Meerpur Rewari,India","institution_ids":["https://openalex.org/I4210142013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028819664","display_name":"Deepak Deepak","orcid":"https://orcid.org/0000-0002-8390-4528","observed_orcids":["https://orcid.org/0000-0002-8390-4528"]},"institutions":[{"id":"https://openalex.org/I4210142013","display_name":"Indira Gandhi University, Meerpur","ror":"https://ror.org/044kc7a79","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210142013"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak","raw_affiliation_strings":["Indira Gandhi University,Dept of Computer Science & Engineering,Meerpur Rewari,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi University,Dept of Computer Science & Engineering,Meerpur Rewari,India","institution_ids":["https://openalex.org/I4210142013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210142013"],"apc_list":null,"apc_paid":null,"fwci":0.2308,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39593738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1824","last_page":"1830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9872999787330627,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9872999787330627,"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/T12127","display_name":"Software System Performance and Reliability","score":0.003599999938160181,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.00139999995008111,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/database-automation","display_name":"database automation","score":0.6470000147819519},{"id":"https://openalex.org/keywords/throughput-optimization","display_name":"throughput maximization","score":0.6779999732971191},{"id":"https://openalex.org/keywords/latency-reduction","display_name":"latency reduction","score":0.8980000019073486},{"id":"https://openalex.org/keywords/database-tuning","display_name":"database performance tuning","score":0.6539999842643738}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.683134913444519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44174355268478394}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic2pct60090.2024.10486503","doi":"https://doi.org/10.1109/ic2pct60090.2024.10486503","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic2pct60090.2024.10486503","pdf_url":null,"source":{"id":"https://openalex.org/S4306498805","display_name":"IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT)","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":"2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1834532152","https://openalex.org/W2060818668","https://openalex.org/W2100218206","https://openalex.org/W2112474496","https://openalex.org/W2115258141","https://openalex.org/W2134204499","https://openalex.org/W2187341577","https://openalex.org/W2613206411","https://openalex.org/W2760770811","https://openalex.org/W2948513753","https://openalex.org/W2961614712","https://openalex.org/W2966185412","https://openalex.org/W2970851599","https://openalex.org/W2997325344","https://openalex.org/W3007086929","https://openalex.org/W3022630129","https://openalex.org/W3037599988","https://openalex.org/W3139827290","https://openalex.org/W3165341913","https://openalex.org/W3168955346","https://openalex.org/W3174969457","https://openalex.org/W3189646782","https://openalex.org/W3196849431","https://openalex.org/W3208735199","https://openalex.org/W4221062824","https://openalex.org/W4255544860","https://openalex.org/W4281753793","https://openalex.org/W4281972940","https://openalex.org/W4312397585","https://openalex.org/W4366504025"],"related_works":["https://openalex.org/W4416390019","https://openalex.org/W4363649691","https://openalex.org/W4412609333","https://openalex.org/W4366504025","https://openalex.org/W4406265724","https://openalex.org/W4296666875","https://openalex.org/W4285328404","https://openalex.org/W7131429552","https://openalex.org/W7162760726","https://openalex.org/W3121018997"],"abstract_inverted_index":{"The":[0,57],"global":[1],"database":[2,30,39],"automation":[3,40],"market":[4],"is":[5],"booming":[6],"due":[7],"to":[8,22,94,100],"the":[9,27,47,60,105],"increasing":[10],"data":[11],"generated":[12],"by":[13,114],"various":[14,120],"sectors.":[15],"Consequently,":[16],"organizations":[17],"are":[18,84],"aggressively":[19],"pursuing":[20],"solutions":[21],"improve":[23],"operations":[24],"and":[25,41,69,76,87,92],"increase":[26],"efficiency":[28],"of":[29,50,62,107,119],"systems.":[31],"This":[32,97],"study":[33],"explores":[34],"contemporary":[35],"scholarly":[36],"work":[37,98],"concerning":[38],"Knob":[42],"tuning,":[43],"focusing":[44],"specifically":[45],"on":[46],"critical":[48],"significance":[49],"knob":[51,67,78,109],"adjustment":[52],"in":[53,65,72],"attaining":[54],"good":[55],"performance.":[56],"results":[58],"emphasize":[59],"importance":[61],"machine":[63],"learning":[64],"adjusting":[66],"settings":[68,79],"its":[70],"efficacy":[71],"accommodating":[73],"different":[74,108],"workloads":[75],"optimizing":[77],"for":[80],"specific":[81],"objectives,":[82],"which":[83],"increased":[85],"throughput":[86],"decreased":[88],"latency":[89],"while":[90],"changing":[91],"adapting":[93],"other":[95],"workloads.":[96],"aims":[99],"offer":[101],"better":[102],"insights":[103],"into":[104],"implementation":[106],"tuners":[110],"using":[111],"machine-learning":[112],"models":[113],"conducting":[115],"a":[116],"thorough":[117],"review":[118],"techniques.":[121]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-04-09T00:00:00"}
