{"id":"https://openalex.org/W4243303575","doi":"https://doi.org/10.1186/2192-113x-3-4","title":"An adaptive framework for utility-based optimization of scientific applications in the cloud","display_name":"An adaptive framework for utility-based optimization of scientific applications in the cloud","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W4243303575","doi":"https://doi.org/10.1186/2192-113x-3-4"},"language":"en","primary_location":{"id":"doi:10.1186/2192-113x-3-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2192-113x-3-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/2192-113X-3-4","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/2192-113X-3-4","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032869679","display_name":"Martin Koehler","orcid":"https://orcid.org/0000-0003-0377-9008"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Martin Koehler","raw_affiliation_strings":["Mobility Department, Austrian Institute of Technology (AIT), Giefinggasse 2, 1210, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mobility Department, Austrian Institute of Technology (AIT), Giefinggasse 2, 1210, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032869679"],"corresponding_institution_ids":["https://openalex.org/I132118926"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":4.8514,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95446735,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"3","issue":"1","first_page":"4","last_page":"4"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9991999864578247,"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":0.9958999752998352,"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":0.8922396898269653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8373484015464783},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7063981294631958},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5082935690879822},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4845356345176697},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4687238931655884},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2296316921710968},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08802178502082825}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8922396898269653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8373484015464783},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7063981294631958},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5082935690879822},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4845356345176697},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4687238931655884},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2296316921710968},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08802178502082825},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1186/2192-113x-3-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2192-113x-3-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/2192-113X-3-4","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/2192-113x-3-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2192-113x-3-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/2192-113X-3-4","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5899999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321691","display_name":"Universit\u00e4t Wien","ror":"https://ror.org/03prydq77"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4243303575.pdf","grobid_xml":"https://content.openalex.org/works/W4243303575.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1990911977","https://openalex.org/W2146279585","https://openalex.org/W2149200585","https://openalex.org/W2150893146","https://openalex.org/W2167730939","https://openalex.org/W3004973297"],"related_works":["https://openalex.org/W2383532021","https://openalex.org/W1596201972","https://openalex.org/W2160425906","https://openalex.org/W1485627940","https://openalex.org/W2046698369","https://openalex.org/W2152433827","https://openalex.org/W1986253068","https://openalex.org/W4312680855","https://openalex.org/W2385146268","https://openalex.org/W2739602535"],"abstract_inverted_index":{"Cloud":[0,39,87,106,162],"computing":[1],"plays":[2],"an":[3,125],"increasingly":[4],"important":[5],"role":[6],"in":[7,66],"realizing":[8],"scientific":[9,34,71],"applications":[10,35],"by":[11,103,116,168],"offering":[12],"virtualized":[13],"compute":[14],"and":[15,54,96,123,140,165],"storage":[16],"infrastructures":[17],"that":[18,144],"can":[19],"scale":[20],"on":[21,36,45,128,137],"demand.":[22],"This":[23],"paper":[24],"presents":[25],"a":[26,129,141,171],"self-configuring":[27],"adaptive":[28,154],"framework":[29,112,155],"optimizing":[30],"resource":[31,98],"utilization":[32],"for":[33],"top":[37],"of":[38,48,76,80,170],"technologies.":[40],"The":[41,110,152],"proposed":[42,111,153],"approach":[43],"relies":[44],"the":[46,52,56,63,74,78,86,89,92,97,104,114,149,160,166],"concept":[47],"utility,":[49],"i.e.,":[50],"measuring":[51],"usefulness,":[53],"leverages":[55],"well-established":[57],"principle":[58],"from":[59],"autonomic":[60],"computing,":[61],"namely":[62],"MAPE-K":[64],"loop,":[65],"order":[67],"to":[68,148],"adaptively":[69],"configure":[70],"applications.":[72],"Therein,":[73],"process":[75],"maximizing":[77],"utility":[79,142],"specific":[81],"configurations":[82,134],"takes":[83],"into":[84,159],"account":[85],"stack:":[88],"application":[90,173],"layer,":[91,95,99],"execution":[93,126],"environment":[94],"which":[100],"is":[101,135,174],"supported":[102],"defined":[105],"stack":[107],"configuration":[108],"model.":[109],"self-configures":[113],"layers":[115],"evaluating":[117],"monitored":[118],"resources,":[119],"analyzing":[120],"their":[121],"state,":[122],"generating":[124],"plan":[127],"per":[130],"job":[131],"basis.":[132],"Evaluating":[133],"based":[136],"historical":[138],"data":[139],"function":[143],"ranks":[145],"them":[146],"according":[147],"costs":[150],"incurred.":[151],"has":[156],"been":[157],"integrated":[158],"Vienna":[161],"Environment":[163],"(VCE)":[164],"evaluation":[167],"means":[169],"data-intensive":[172],"presented":[175],"herein.":[176]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
