{"id":"https://openalex.org/W4313463199","doi":"https://doi.org/10.1145/3571306.3571413","title":"TreeOptimizer: A classifier-based task scheduling framework","display_name":"TreeOptimizer: A classifier-based task scheduling framework","publication_year":2023,"publication_date":"2023-01-03","ids":{"openalex":"https://openalex.org/W4313463199","doi":"https://doi.org/10.1145/3571306.3571413"},"language":"en","primary_location":{"id":"doi:10.1145/3571306.3571413","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571306.3571413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th International Conference on Distributed Computing and Networking","raw_type":"proceedings-article"},"type":"conference-paper","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/A5029163111","display_name":"Pruthvi Raj Venkatesh","orcid":"https://orcid.org/0000-0001-5778-4940"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pruthvi Raj Venkatesh","raw_affiliation_strings":["Openstream Ltd, India"],"raw_orcid":"https://orcid.org/0000-0001-5778-4940","affiliations":[{"raw_affiliation_string":"Openstream Ltd, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111761071","display_name":"Srinivas","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srinivas","raw_affiliation_strings":["Computer Science & Engineering, National Institute of Technology Warangal, India"],"raw_orcid":"https://orcid.org/0000-0001-7035-8292","affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, National Institute of Technology Warangal, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113246424","display_name":"Radha Krishna","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Radha Krishna","raw_affiliation_strings":["Computer Science & Engineering, National Institute of Technology Warangal, India"],"raw_orcid":"https://orcid.org/0000-0001-8298-7571","affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, National Institute of Technology Warangal, India","institution_ids":["https://openalex.org/I121750182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"280","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9908000230789185,"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":0.9908000230789185,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9557999968528748,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9534000158309937,"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":0.8641248941421509},{"id":"https://openalex.org/keywords/inefficiency","display_name":"Inefficiency","score":0.727249264717102},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7159539461135864},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.598613977432251},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5870178937911987},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4117933213710785},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34875020384788513},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2818644344806671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22029805183410645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8641248941421509},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.727249264717102},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7159539461135864},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.598613977432251},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5870178937911987},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4117933213710785},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34875020384788513},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2818644344806671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22029805183410645},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3571306.3571413","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3571306.3571413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th International Conference on Distributed Computing and Networking","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2264067234","https://openalex.org/W3124243301","https://openalex.org/W1571502335","https://openalex.org/W1589409554","https://openalex.org/W2759038785","https://openalex.org/W2172232600","https://openalex.org/W3123876860","https://openalex.org/W3124172198","https://openalex.org/W2046181650","https://openalex.org/W2142633247"],"abstract_inverted_index":{"Distributed":[0],"Computing":[1],"(DC)":[2],"involves":[3],"a":[4,19,50,62,99,110],"collection":[5],"of":[6,65],"tasks":[7,72],"(or":[8],"modules)":[9],"executed":[10],"in":[11,73,82,130],"parallel":[12],"on":[13],"different":[14],"compute":[15,66,93],"nodes":[16],"connected":[17],"through":[18],"network.":[20],"Cloud":[21],"Service":[22,168],"providers":[23],"(CSP)":[24],"such":[25],"as":[26,35,53,87],"Azure[1],":[27],"Amazon[2],":[28],"and":[29,85,158],"Google[3]":[30],"are":[31],"providing":[32],"DC":[33,75,181],"platforms":[34,44],"PaaS":[36,180],"(Platform":[37],"As":[38],"A":[39],"Service)":[40],"offerings.":[41],"These":[42,77],"cloud":[43],"reduce":[45],"implementation":[46],"costs":[47],"but":[48],"have":[49,91],"significant":[51],"drawback":[52,78],"these":[54,106],"services":[55],"can":[56,175],"be":[57,176],"configured":[58],"to":[59,80,104,115,121,169,178],"spawn":[60],"only":[61],"single":[63],"type":[64],"node":[67,94,120],"for":[68,133,139],"executing":[69],"all":[70],"the":[71,74,117,123,152,171],"environment.":[76],"lead":[79],"inefficiency":[81],"execution":[83,154],"cost":[84,155],"time":[86,160],"each":[88],"task":[89,113],"will":[90],"specific":[92],"requirements.":[95],"This":[96],"paper":[97,165],"presents":[98],"novel":[100],"framework":[101,126],"called":[102],"TreeOptimizer(TO)":[103],"resolve":[105],"shortcomings.":[107],"TO":[108,149],"uses":[109,166],"classifier-based":[111],"dynamic":[112],"scheduling":[114],"determine":[116],"best":[118],"available":[119],"perform":[122],"task.":[124],"The":[125],"has":[127],"been":[128],"tested":[129],"Azure":[131],"Batch[1]":[132],"an":[134],"Oil":[135],"Industry":[136],"use":[137],"case":[138],"extracting":[140],"data":[141],"from":[142],"scanned":[143],"images.":[144],"Experimental":[145],"results":[146],"indicate":[147],"that":[148],"significantly":[150],"reduces":[151],"overall":[153],"by":[156,161],"68%":[157],"processing":[159],"8%.":[162],"Although":[163],"this":[164],"Batch":[167],"explain":[170],"proposed":[172],"framework,":[173],"it":[174],"applied":[177],"other":[179],"platforms.":[182]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}