{"id":"https://openalex.org/W2888284921","doi":"https://doi.org/10.1007/978-3-319-99241-9_7","title":"Search-Based Stress Testing the Elastic Resource Provisioning for Cloud-Based Applications","display_name":"Search-Based Stress Testing the Elastic Resource Provisioning for Cloud-Based Applications","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2888284921","doi":"https://doi.org/10.1007/978-3-319-99241-9_7","mag":"2888284921"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-99241-9_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-99241-9_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-319-99241-9_7","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038089287","display_name":"Abdullah Alourani","orcid":"https://orcid.org/0000-0001-6794-3677"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Abdullah Alourani","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, 60607, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010960134","display_name":"Md. Abu Naser Bikas","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md. Abu Naser Bikas","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, 60607, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004425947","display_name":"Mark Grechanik","orcid":"https://orcid.org/0000-0002-8364-595X"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Grechanik","raw_affiliation_strings":["University of Illinois at Chicago, Chicago, IL, 60607, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago, Chicago, IL, 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038089287"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":3.5284,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.9322771,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"165"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.996999979019165,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9909999966621399,"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/provisioning","display_name":"Provisioning","score":0.8381461501121521},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7409682869911194},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5597048997879028},{"id":"https://openalex.org/keywords/stress-testing","display_name":"Stress testing (software)","score":0.46195483207702637},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.411301851272583},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12475931644439697},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08969289064407349}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.8381461501121521},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7409682869911194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5597048997879028},{"id":"https://openalex.org/C7515471","wikidata":"https://www.wikidata.org/wiki/Q1936882","display_name":"Stress testing (software)","level":2,"score":0.46195483207702637},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.411301851272583},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12475931644439697},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08969289064407349}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-99241-9_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-99241-9_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-99241-9_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-99241-9_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W304986642","https://openalex.org/W1588375755","https://openalex.org/W1606787793","https://openalex.org/W1659842140","https://openalex.org/W1910771831","https://openalex.org/W1997776296","https://openalex.org/W2000825106","https://openalex.org/W2004416939","https://openalex.org/W2013936649","https://openalex.org/W2015567764","https://openalex.org/W2049791239","https://openalex.org/W2060331550","https://openalex.org/W2065325279","https://openalex.org/W2074770709","https://openalex.org/W2075329555","https://openalex.org/W2081013745","https://openalex.org/W2125262761","https://openalex.org/W2126105956","https://openalex.org/W2146212558","https://openalex.org/W2153704625","https://openalex.org/W2275530856","https://openalex.org/W2314910583","https://openalex.org/W2324153683","https://openalex.org/W2347039574","https://openalex.org/W2400132120","https://openalex.org/W2481146071","https://openalex.org/W2912955126","https://openalex.org/W4248760990","https://openalex.org/W4249823756"],"related_works":["https://openalex.org/W3203426572","https://openalex.org/W2460961301","https://openalex.org/W2082123573","https://openalex.org/W4255554558","https://openalex.org/W1991058552","https://openalex.org/W2470823666","https://openalex.org/W2207720586","https://openalex.org/W39062624","https://openalex.org/W2462977640","https://openalex.org/W2784848277"],"abstract_inverted_index":{"One":[0],"of":[1,5,67,121,142],"the":[2,65,104,122,133,139,149,170],"main":[3],"benefits":[4,66],"cloud":[6,18,68,107],"computing":[7,69],"is":[8],"to":[9,12,25,37,83,88,108,148],"enable":[10],"customers":[11,36],"deploy":[13],"their":[14,50,56],"applications":[15,27,102,168],"on":[16,28,103],"a":[17,54,80,117],"infrastructure":[19],"that":[20,41,129,158],"provisions":[21],"resources":[22,40],"(e.g.,":[23],"memory)":[24],"these":[26,86],"as-needed":[29],"basis.":[30],"Unfortunately,":[31],"certain":[32],"workloads":[33,87,157],"can":[34],"cause":[35],"pay":[38],"for":[39,94,167],"are":[42],"provisioned":[43],"to,":[44],"but":[45],"not":[46],"fully":[47],"used":[48],"by":[49],"applications,":[51],"and":[52,64,112,152,164],"as":[53],"result":[55,159],"performances":[57],"then":[58],"deteriorate":[59],"beyond":[60],"some":[61],"acceptable":[62],"thresholds":[63],"may":[70],"be":[71],"significantly":[72],"reduced":[73],"or":[74],"even":[75],"completely":[76],"obliterated.":[77],"We":[78,97],"propose":[79],"novel":[81],"approach":[82,115,131],"automatically":[84],"discover":[85],"stress":[89],"test":[90],"elastic":[91],"resource":[92],"provisioning":[93],"cloud-based":[95],"applications.":[96],"experimented":[98],"with":[99],"four":[100],"non-trivial":[101],"Microsoft":[105],"Azure":[106],"determine":[109],"how":[110],"effectively":[111],"efficiently":[113],"our":[114,130],"explores":[116],"very":[118],"large":[119],"space":[120,141],"workload":[123,136],"parameters\u2019":[124],"values.":[125],"The":[126],"results":[127],"show":[128],"discovers":[132,154],"first":[134],"irregular":[135,156],"faster":[137],"in":[138,160,169],"search":[140],"over":[143],"$$10^{40}$$":[144],"input":[145],"combinations":[146],"compared":[147],"random":[150],"approach,":[151],"it":[153],"more":[155],"much":[161],"higher":[162],"costs":[163],"performance":[165],"degradations":[166],"cloud.":[171]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
