{"id":"https://openalex.org/W49056469","doi":null,"title":"Resource management on Cloud systems with Machine Learning","display_name":"Resource management on Cloud systems with Machine Learning","publication_year":2010,"publication_date":"2010-07-20","ids":{"openalex":"https://openalex.org/W49056469","mag":"49056469"},"language":"en","primary_location":{"id":"pmh:oai:dnet:upcommonspor::40b3e78e563d32850203a29b6f2249a4","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099.1/9919","pdf_url":"http://hdl.handle.net/2099.1/9919","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/masterThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2099.1/9919","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041236645","display_name":"Fang Zhen-yu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fang Zhen-yu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5041236645"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.9994999766349792,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":9.999999747378752e-05,"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/T14098","display_name":"Energy Efficiency in Computing","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-resource-management","display_name":"cloud resource management","score":0.875},{"id":"https://openalex.org/keywords/weka","display_name":"WEKA","score":0.9110000133514404},{"id":"https://openalex.org/keywords/middleware-platform","display_name":"middleware platform","score":0.8640000224113464},{"id":"https://openalex.org/keywords/machine-learning-classification","display_name":"machine learning classification","score":0.6859999895095825},{"id":"https://openalex.org/keywords/prediction","display_name":"prediction","score":0.6029999852180481},{"id":"https://openalex.org/keywords/confidence-estimation","display_name":"confidence estimation","score":0.8360000252723694},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"cloud computing","score":0.5899999737739563}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7208300232887268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7032020688056946},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.5646452307701111},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5559329986572266},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49259334802627563},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4747864603996277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4616685211658478},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4517001509666443},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4399116039276123},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3215850591659546},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.278971791267395},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1991817057132721},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:dnet:upcommonspor::40b3e78e563d32850203a29b6f2249a4","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099.1/9919","pdf_url":"http://hdl.handle.net/2099.1/9919","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/masterThesis"},{"id":"pmh:oai:recercat.cat:2072/100056","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099.1/9919","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/masterThesis"},{"id":"pmh:oai:upcommons.upc.edu:2099.1/9919","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2099.1/9919","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Master thesis"},{"id":"mag:49056469","doi":null,"is_oa":false,"landing_page_url":"https://upcommons.upc.edu/bitstream/handle/2099.1/9919/68689.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:dnet:upcommonspor::40b3e78e563d32850203a29b6f2249a4","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099.1/9919","pdf_url":"http://hdl.handle.net/2099.1/9919","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/masterThesis"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.428600013256073,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W49056469.pdf","grobid_xml":"https://content.openalex.org/works/W49056469.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1559060276","https://openalex.org/W1570448133","https://openalex.org/W1874188637","https://openalex.org/W2096938851","https://openalex.org/W2141644742","https://openalex.org/W2149472591","https://openalex.org/W2149706766","https://openalex.org/W2161642932","https://openalex.org/W3121299688"],"related_works":["https://openalex.org/W7117897009","https://openalex.org/W2586662764","https://openalex.org/W7133983651","https://openalex.org/W4408012423","https://openalex.org/W4407180376","https://openalex.org/W4392942163","https://openalex.org/W4403776371","https://openalex.org/W2608779379","https://openalex.org/W4312708171","https://openalex.org/W7154463925"],"abstract_inverted_index":{"Machine":[0,124],"Learning":[1],"techniques":[2],"based":[3,37,122],"on":[4,32,38,123],"Weka":[5,17],"are":[6,56],"adopted":[7],"to":[8,58,119],"build":[9,120],"a":[10,21,91,114],"middleware":[11],"platform":[12,96],"called":[13],"\"SysWeka\",":[14],"which":[15],"extends":[16],"capabilities":[18],"and":[19,41,61,79,90,103,116],"provide":[20],"software":[22],"interface":[23],"for":[24,29],"usage":[25,89],"by":[26],"higher":[27],"application":[28,88],"managing":[30],"resources":[31],"cloud":[33],"systems.This":[34],"work":[35],"is":[36,108],"Javier":[39],"Alonso\"s":[40],"Josep":[42],"Llu\u00ed":[43],"s":[44],"Berral\"s":[45],"doctoral":[46],"theses":[47],"works.In":[48],"this":[49,111],"work,":[50],"three":[51],"different":[52],"machine":[53],"learning":[54],"methodologies":[55],"employed":[57],"make":[59],"classifications":[60],"predictions":[62],"from":[63],"source":[64],"datasets;":[65],"these":[66],"predictive":[67],"results":[68],"can":[69],"be":[70],"used":[71],"in":[72],"distributed":[73],"decision":[74],"systems.Particularly,":[75],"the":[76,80],"confidence":[77],"prediction":[78],"study":[81],"about":[82],"Importance-Aware":[83],"Linear":[84],"Regression":[85],"involve":[86],"innovative":[87],"promising":[92],"research.The":[93],"experimental":[94],"evaluation":[95,104],"offers":[97],"here":[98],"contains":[99],"detailed":[100],"performance":[101],"estimation":[102],"of":[105],"referred":[106],"methods.It":[107],"expected":[109],"that":[110],"framework":[112],"provides":[113],"fast":[115],"easy":[117],"approach":[118],"applications":[121],"Learning.":[125]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-09-16T18:09:00.828671","created_date":"2016-06-24T00:00:00"}