{"id":"https://openalex.org/W2596310388","doi":"https://doi.org/10.1145/3018896.3018900","title":"A low cost workload generation approach through the cloud for capacity planning in service-oriented systems","display_name":"A low cost workload generation approach through the cloud for capacity planning in service-oriented systems","publication_year":2017,"publication_date":"2017-03-22","ids":{"openalex":"https://openalex.org/W2596310388","doi":"https://doi.org/10.1145/3018896.3018900","mag":"2596310388"},"language":"en","primary_location":{"id":"doi:10.1145/3018896.3018900","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3018900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/A_low_cost_workload_generation_approach_through_the_cloud_for_capacity_planning_in_Service-Oriented_Systems/10122425","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037057466","display_name":"Carlos H. G. Ferreira","orcid":"https://orcid.org/0000-0001-9107-6884"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Carlos H. G. Ferreira","raw_affiliation_strings":["ICMC/USP, S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"ICMC/USP, S\u00e3o Carlos, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065655419","display_name":"J\u00falio C\u00e9zar Estrella","orcid":"https://orcid.org/0000-0003-0524-3274"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julio C. Estrella","raw_affiliation_strings":["ICMC/USP, S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"ICMC/USP, S\u00e3o Carlos, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103200217","display_name":"Luiz H. Nunes","orcid":"https://orcid.org/0000-0002-7995-3503"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luiz H. Nunes","raw_affiliation_strings":["ICMC/USP, S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"ICMC/USP, S\u00e3o Carlos, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080024062","display_name":"Luis Hideo Vasconcelos Nakamura","orcid":"https://orcid.org/0000-0001-5977-8616"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis H. V. Nakamura","raw_affiliation_strings":["ICMC/USP, S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"ICMC/USP, S\u00e3o Carlos, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063579122","display_name":"Rafael M. de O. Libardi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rafael M. Libardi","raw_affiliation_strings":["ICMC/USP, S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"ICMC/USP, S\u00e3o Carlos, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103162617","display_name":"Bruno Guazzelli Batista","orcid":"https://orcid.org/0000-0002-2329-0747"},"institutions":[{"id":"https://openalex.org/I8165072","display_name":"Universidade Federal de Itajub\u00e1","ror":"https://ror.org/00235nr42","country_code":"BR","type":"education","lineage":["https://openalex.org/I8165072"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bruno G. Batista","raw_affiliation_strings":["IMC/UNIFEI, Itajub\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"IMC/UNIFEI, Itajub\u00e1, Brazil","institution_ids":["https://openalex.org/I8165072"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079357080","display_name":"Maycon Peixoto","orcid":"https://orcid.org/0000-0002-4851-5228"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maycon L. Peixoto","raw_affiliation_strings":["UFBA, Salvador, Brazil"],"affiliations":[{"raw_affiliation_string":"UFBA, Salvador, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065878995","display_name":"Dionisio Leite","orcid":"https://orcid.org/0000-0003-1180-8710"},"institutions":[{"id":"https://openalex.org/I68207295","display_name":"Universidade Estadual de Ponta Grossa","ror":"https://ror.org/027s08w94","country_code":"BR","type":"education","lineage":["https://openalex.org/I68207295"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Dion\u00edsio M. Leite","raw_affiliation_strings":["UFMS, Ponta Por\u00e3, Brazil"],"affiliations":[{"raw_affiliation_string":"UFMS, Ponta Por\u00e3, Brazil","institution_ids":["https://openalex.org/I68207295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034183970","display_name":"Stephan Reiff\u2010Marganiec","orcid":"https://orcid.org/0000-0001-6456-7063"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephan Reiff-Marganiec","raw_affiliation_strings":["University of Leicester, Leicester - UK"],"affiliations":[{"raw_affiliation_string":"University of Leicester, Leicester - UK","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5037057466"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0116,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81997136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9990000128746033,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9958000183105469,"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":0.7712044715881348},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.769656777381897},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7474917769432068},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7473914623260498},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7151561975479126},{"id":"https://openalex.org/keywords/capacity-planning","display_name":"Capacity planning","score":0.6708250045776367},{"id":"https://openalex.org/keywords/ticket","display_name":"Ticket","score":0.5789868831634521},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.551042914390564},{"id":"https://openalex.org/keywords/service-level","display_name":"Service level","score":0.5150646567344666},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.48470640182495117},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4730203151702881},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42139649391174316},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2365882396697998},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13095787167549133},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1118115484714508},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09614479541778564}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7712044715881348},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.769656777381897},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7474917769432068},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7473914623260498},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7151561975479126},{"id":"https://openalex.org/C2781007418","wikidata":"https://www.wikidata.org/wiki/Q1456934","display_name":"Capacity planning","level":2,"score":0.6708250045776367},{"id":"https://openalex.org/C2776540713","wikidata":"https://www.wikidata.org/wiki/Q7800647","display_name":"Ticket","level":2,"score":0.5789868831634521},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.551042914390564},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.5150646567344666},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.48470640182495117},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4730203151702881},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42139649391174316},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2365882396697998},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13095787167549133},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1118115484714508},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09614479541778564},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3018896.3018900","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3018900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/10122425","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_low_cost_workload_generation_approach_through_the_cloud_for_capacity_planning_in_Service-Oriented_Systems/10122425","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"},{"id":"pmh:oai:lra.le.ac.uk:2381/38890","is_oa":true,"landing_page_url":"http://hdl.handle.net/2381/38890","pdf_url":null,"source":{"id":"https://openalex.org/S4306402365","display_name":"Leicester Research Archive (University of Leicester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153648349","host_organization_name":"University of Leicester","host_organization_lineage":["https://openalex.org/I153648349"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/10122425","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_low_cost_workload_generation_approach_through_the_cloud_for_capacity_planning_in_Service-Oriented_Systems/10122425","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.46000000834465027,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G1469512644","display_name":null,"funder_award_id":"139917/2014-4","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W159719520","https://openalex.org/W1575746526","https://openalex.org/W1933815038","https://openalex.org/W1969938843","https://openalex.org/W1970477949","https://openalex.org/W2005481675","https://openalex.org/W2014888110","https://openalex.org/W2032260124","https://openalex.org/W2039264578","https://openalex.org/W2081013745","https://openalex.org/W2084249881","https://openalex.org/W2086543944","https://openalex.org/W2088408675","https://openalex.org/W2174885404","https://openalex.org/W2338160591","https://openalex.org/W2342350933","https://openalex.org/W2503809992","https://openalex.org/W2503959825","https://openalex.org/W2508139204","https://openalex.org/W2534536589","https://openalex.org/W2605304489"],"related_works":["https://openalex.org/W132856376","https://openalex.org/W4288388931","https://openalex.org/W2892636954","https://openalex.org/W4206805925","https://openalex.org/W4375841483","https://openalex.org/W2022874741","https://openalex.org/W2751669577","https://openalex.org/W2766857375","https://openalex.org/W2146057175","https://openalex.org/W2021399525"],"abstract_inverted_index":{"This":[0,139],"paper":[1],"presents":[2],"a":[3,58,62,80,88],"cloud":[4],"approach":[5,66,140],"for":[6,128],"low":[7],"cost":[8,110],"capacity":[9,130],"planning":[10,131],"evaluations.":[11,114],"To":[12],"perform":[13],"these":[14,41,76],"evaluations":[15,42,132],"we":[16,123],"have":[17],"to":[18,28,38,56,67,93,103],"specify":[19],"and":[20,31,64,71,120],"measure":[21,72],"the":[22,25,33,95,100,109,118,134],"workload":[23],"on":[24,75],"target":[26],"system":[27],"discover":[29],"issues":[30],"make":[32],"necessary":[34],"adjustments.":[35],"However,":[36],"due":[37],"high":[39],"costs,":[40],"are":[43,137],"usually":[44],"done":[45],"using":[46,126],"simulations,":[47],"which":[48],"does":[49],"not":[50],"consider":[51],"stochastic":[52],"effects.":[53],"We":[54],"propose":[55],"use":[57,87],"tool":[59],"named":[60],"PEESOS,":[61],"generic":[63],"flexible":[65],"apply":[68],"real":[69,77,89,113,135,146],"workloads":[70],"used":[73],"resources":[74],"systems.":[78],"As":[79],"proof":[81],"of":[82,97,111],"concept,":[83],"our":[84],"case":[85],"study":[86],"ticket":[90],"sales":[91],"service":[92],"evaluate":[94],"influence":[96],"scalability":[98],"in":[99],"resource":[101],"provisioning":[102],"show":[104,117],"how":[105],"PEESOS":[106,127],"can":[107,124,141],"lower":[108],"such":[112],"The":[115],"results":[116],"efficiency":[119],"savings":[121],"that":[122,145],"obtain":[125],"large-scale":[129],"before":[133],"services":[136,147],"deployed.":[138],"avoid":[142],"several":[143],"problems":[144],"faces":[148],"when":[149],"they":[150],"launch.":[151]},"counts_by_year":[{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}