{"id":"https://openalex.org/W4285804522","doi":"https://doi.org/10.1145/3491204.3527482","title":"Beauty and the Beast","display_name":"Beauty and the Beast","publication_year":2022,"publication_date":"2022-07-14","ids":{"openalex":"https://openalex.org/W4285804522","doi":"https://doi.org/10.1145/3491204.3527482"},"language":"en","primary_location":{"id":"doi:10.1145/3491204.3527482","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491204.3527482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2022 ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"},"type":"preprint","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/A5053161398","display_name":"Floriment Klinaku","orcid":"https://orcid.org/0000-0002-4760-5889"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Floriment Klinaku","raw_affiliation_strings":["University of Stuttgart, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080762845","display_name":"Martina Rapp","orcid":"https://orcid.org/0000-0002-2703-0440"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martina Rapp","raw_affiliation_strings":["FZI Forschungszentrum Informatik, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FZI Forschungszentrum Informatik, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028232053","display_name":"J\u00f6rg Hen\u00df","orcid":"https://orcid.org/0000-0002-4527-211X"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Henss","raw_affiliation_strings":["FZI Forschungszentrum Informatik, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FZI Forschungszentrum Informatik, Karlsruhe, Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064886440","display_name":"Stephan Rhode","orcid":null},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stephan Rhode","raw_affiliation_strings":["Robert Bosch GmbH, Renningen, Germany"],"affiliations":[{"raw_affiliation_string":"Robert Bosch GmbH, Renningen, Germany","institution_ids":["https://openalex.org/I889804353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053161398"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":0.85696698,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66930473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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":0.9998000264167786,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9977999925613403,"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/cloud-computing","display_name":"Cloud computing","score":0.8447007536888123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8303035497665405},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7506834268569946},{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.5482774376869202},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.469843327999115},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46215301752090454},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.46184155344963074},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4502335786819458},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44369080662727356},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.23923617601394653},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.205367773771286}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8447007536888123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8303035497665405},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7506834268569946},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.5482774376869202},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.469843327999115},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46215301752090454},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.46184155344963074},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4502335786819458},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44369080662727356},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.23923617601394653},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.205367773771286},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3491204.3527482","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491204.3527482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2022 ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W135313748","https://openalex.org/W587808035","https://openalex.org/W1564802507","https://openalex.org/W1860819865","https://openalex.org/W2088961263","https://openalex.org/W2523405120","https://openalex.org/W2607761466","https://openalex.org/W2621213654","https://openalex.org/W2900072668","https://openalex.org/W2903799441","https://openalex.org/W2936421018","https://openalex.org/W3090841560","https://openalex.org/W3154622342","https://openalex.org/W4205640487","https://openalex.org/W4281557638","https://openalex.org/W6605390881"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W4312629719"],"abstract_inverted_index":{"Data-intensive":[0],"container-based":[1],"cloud":[2,113,183],"applications":[3,23,54,82,114],"have":[4],"become":[5],"popular":[6],"with":[7],"the":[8,13,58,73,134,141,157,160,170,176,191,196],"increased":[9],"use":[10,46,106,127],"cases":[11],"in":[12,89,101,147,181],"Internet":[14],"of":[15,44,128,136,151,159,169,175,193,199],"Things":[16],"domain.":[17],"Challenges":[18],"arise":[19],"when":[20,51,179],"engineering":[21],"such":[22,53,90],"to":[24,65,76,120],"meet":[25],"quality":[26,145],"requirements,":[27],"both":[28],"classical":[29],"ones":[30,35],"like":[31,36],"performance":[32,87,142],"and":[33,38,49,68,108,139,195],"emerging":[34],"elasticity":[37],"resilience.":[39],"There":[40],"is":[41,63,92],"a":[42,77,99,104,130,148,164,182,187],"lack":[43],"reference":[45,81,105],"cases,":[47],"applications,":[48],"experiences":[50],"prototyping":[52],"that":[55,71,83],"could":[56],"benefit":[57],"research":[59],"community.":[60],"Moreover,":[61,119],"it":[62],"hard":[64],"generate":[66,121],"realistic":[67],"reliable":[69,122],"workloads":[70,124],"exercise":[72],"resources":[74],"according":[75],"specification.":[78],"Hence,":[79],"designing":[80],"would":[84],"exhibit":[85],"similar":[86],"behavior":[88],"environments":[91],"hard.":[93],"In":[94],"this":[95],"paper,":[96],"we":[97,125,155],"present":[98,156],"work":[100],"progress":[102],"towards":[103],"case":[107],"application":[109],"for":[110,133],"data-intensive":[111],"containerized":[112],"having":[115],"an":[116],"industrial":[117],"motivation.":[118],"CPU":[123],"make":[126],"ProtoCom,":[129],"well-known":[131],"library":[132,178],"generation":[135],"resource":[137],"demands,":[138],"report":[140],"under":[143],"various":[144],"requirements":[146],"Kubernetes":[149],"cluster":[150],"moderate":[152,188],"size.":[153],"Finally,":[154],"scalability":[158],"current":[161],"solution":[162],"assuming":[163],"particular":[165],"autoscaling":[166],"policy.":[167],"Results":[168],"calibration":[171],"show":[172],"high":[173],"variability":[174,198],"ProtoCom":[177],"executed":[180],"environment.":[184],"We":[185],"observe":[186],"association":[189],"between":[190],"occupancy":[192],"node":[194],"relative":[197],"execution":[200],"time.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-07-19T00:00:00"}
