{"id":"https://openalex.org/W2163720631","doi":"https://doi.org/10.1007/978-3-642-35170-9_8","title":"SOFTScale: Stealing Opportunistically for Transient Scaling","display_name":"SOFTScale: Stealing Opportunistically for Transient Scaling","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2163720631","doi":"https://doi.org/10.1007/978-3-642-35170-9_8","mag":"2163720631"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-35170-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-35170-9_8","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":null,"license_id":null,"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":"gold","oa_url":"https://inria.hal.science/hal-01555559","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024346889","display_name":"Anshul Gandhi","orcid":"https://orcid.org/0000-0002-2351-6523"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anshul Gandhi","raw_affiliation_strings":["Carnegie Mellon University, US"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, US","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024530225","display_name":"Timothy Zhu","orcid":"https://orcid.org/0000-0001-8394-8953"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy Zhu","raw_affiliation_strings":["Carnegie Mellon University, US"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, US","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009970116","display_name":"Mor Harchol\u2010Balter","orcid":"https://orcid.org/0000-0003-1721-6759"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mor Harchol-Balter","raw_affiliation_strings":["Carnegie Mellon University, US"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, US","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068719520","display_name":"Michael A. Kozuch","orcid":"https://orcid.org/0009-0009-0939-3297"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael A. Kozuch","raw_affiliation_strings":["Intel Labs, US"],"affiliations":[{"raw_affiliation_string":"Intel Labs, US","institution_ids":["https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024346889"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":4.2644,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.94400193,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"142","last_page":"163"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9984999895095825,"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":0.9965999722480774,"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/computer-science","display_name":"Computer science","score":0.8700299263000488},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.8486557006835938},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.8272854089736938},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7194533348083496},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5805617570877075},{"id":"https://openalex.org/keywords/response-time","display_name":"Response time","score":0.5756884217262268},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.5688831806182861},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.5159198045730591},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46328940987586975},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4384163022041321},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23589083552360535},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2044743299484253},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2020079493522644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8700299263000488},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.8486557006835938},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.8272854089736938},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7194533348083496},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5805617570877075},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.5756884217262268},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.5688831806182861},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5159198045730591},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46328940987586975},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4384163022041321},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23589083552360535},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2044743299484253},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2020079493522644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-35170-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-35170-9_8","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01555559v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01555559","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"13th International Middleware Conference (MIDDLEWARE), Dec 2012, Montreal, QC, Canada. pp.142-163, &#x27E8;10.1007/978-3-642-35170-9_8&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01555559v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01555559","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"13th International Middleware Conference (MIDDLEWARE), Dec 2012, Montreal, QC, Canada. pp.142-163, &#x27E8;10.1007/978-3-642-35170-9_8&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W32280745","https://openalex.org/W45419524","https://openalex.org/W155914353","https://openalex.org/W1481626411","https://openalex.org/W1884008352","https://openalex.org/W2016333825","https://openalex.org/W2024758283","https://openalex.org/W2059261773","https://openalex.org/W2066660519","https://openalex.org/W2077024248","https://openalex.org/W2096744045","https://openalex.org/W2103981209","https://openalex.org/W2111080536","https://openalex.org/W2122249806","https://openalex.org/W2124879808","https://openalex.org/W2125901106","https://openalex.org/W2126707271","https://openalex.org/W2129991978","https://openalex.org/W2131126403","https://openalex.org/W2137240782","https://openalex.org/W2139068841","https://openalex.org/W2141499038","https://openalex.org/W2153704625","https://openalex.org/W2154446922","https://openalex.org/W2160436229","https://openalex.org/W2163720631","https://openalex.org/W2477550702","https://openalex.org/W2950627632","https://openalex.org/W2978655370","https://openalex.org/W2998553639","https://openalex.org/W3138474231","https://openalex.org/W3147974890"],"related_works":["https://openalex.org/W2883256816","https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2895998809","https://openalex.org/W4244799386","https://openalex.org/W2020533706","https://openalex.org/W2996372726","https://openalex.org/W2086948995","https://openalex.org/W3121776279","https://openalex.org/W2624873326"],"abstract_inverted_index":{"Dynamic":[0],"capacity":[1,59,116],"provisioning":[2],"is":[3,106,117],"a":[4,124,130],"well":[5,145],"studied":[6],"approach":[7,68],"to":[8,39,56,69,79,91,189],"handling":[9,70],"gradual":[10],"changes":[11],"in":[12,19,24,28,73,149],"data":[13,75],"center":[14],"load.":[15],"However,":[16],"abrupt":[17],"spikes":[18,72,148,180],"load":[20,71,134,179],"are":[21,100],"still":[22],"problematic":[23],"that":[25,154,181],"the":[26,29,35,93,98,110,185],"work":[27],"system":[30,186],"rises":[31],"very":[32],"quickly":[33],"during":[34,109],"setup":[36],"time":[37,163],"needed":[38],"turn":[40],"on":[41,123],"additional":[42,58,115,173],"capacity.":[43,104],"Performance":[44],"can":[45,156],"be":[46],"severely":[47],"affected":[48],"even":[49,96,175],"if":[50],"it":[51],"takes":[52],"only":[53],"5":[54],"seconds":[55],"bring":[57],"online.":[60,120],"In":[61],"this":[62],"paper,":[63],"we":[64,128],"propose":[65],"SOFTScale,":[66],"an":[67,137],"multi-tier":[74,126],"centers":[76],"without":[77,170],"having":[78],"over-provision":[80],"resources.":[81],"SOFTScale":[82,105,155],"works":[83],"by":[84],"opportunistically":[85],"stealing":[86],"resources":[87,174],"from":[88],"other":[89],"tiers":[90,99],"alleviate":[92],"bottleneck":[94],"tier,":[95],"when":[97,114],"carefully":[101],"provisioned":[102],"at":[103],"especially":[107],"useful":[108],"transient":[111],"overload":[112],"periods":[113],"being":[118],"brought":[119],"Via":[121],"implementation":[122],"28-server":[125],"testbed,":[127],"investigate":[129],"range":[131],"of":[132,142,168],"possible":[133],"spikes,":[135],"including":[136],"artificial":[138],"doubling":[139],"or":[140],"tripling":[141],"load,":[143],"as":[144,146,193,195],"large":[147],"real":[150],"traces.":[151],"We":[152],"find":[153],"meet":[157],"our":[158],"stringent":[159],"95th":[160],"percentile":[161],"response":[162,191],"Service":[164],"Level":[165],"Agreement":[166],"goal":[167],"500ms":[169],"using":[171],"any":[172],"under":[176],"some":[177],"extreme":[178],"would":[182],"normally":[183],"cause":[184],"(without":[187],"SOFTScale)":[188],"exhibit":[190],"times":[192],"high":[194],"96":[196],"seconds.":[197]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
