{"id":"https://openalex.org/W2008318405","doi":"https://doi.org/10.1109/cloudcom.2012.6427605","title":"CRAMP: Cost-efficient Resource Allocation for Multiple web applications with Proactive scaling","display_name":"CRAMP: Cost-efficient Resource Allocation for Multiple web applications with Proactive scaling","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W2008318405","doi":"https://doi.org/10.1109/cloudcom.2012.6427605","mag":"2008318405"},"language":"en","primary_location":{"id":"doi:10.1109/cloudcom.2012.6427605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudcom.2012.6427605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"4th IEEE International Conference on Cloud Computing Technology and Science Proceedings","raw_type":"proceedings-article"},"type":"article","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/A5100669990","display_name":"Adnan Ashraf","orcid":"https://orcid.org/0000-0001-8015-2335"},"institutions":[{"id":"https://openalex.org/I121243025","display_name":"International Islamic University, Islamabad","ror":"https://ror.org/047w75g40","country_code":"PK","type":"education","lineage":["https://openalex.org/I121243025"]},{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]},{"id":"https://openalex.org/I183173800","display_name":"Turku Centre for Computer Science","ror":"https://ror.org/00vy7ed73","country_code":"FI","type":"facility","lineage":["https://openalex.org/I130217899","https://openalex.org/I155660961","https://openalex.org/I183173800"]}],"countries":["FI","PK"],"is_corresponding":true,"raw_author_name":"Adnan Ashraf","raw_affiliation_strings":["Department of Information Technologies, \u00c5bo Akademi University, Turku, Finland","Department of Software Engineering, International Islamic University, Islamabad, Pakistan","Turku Centre for Computer Science, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technologies, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899"]},{"raw_affiliation_string":"Department of Software Engineering, International Islamic University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I121243025"]},{"raw_affiliation_string":"Turku Centre for Computer Science, Turku, Finland","institution_ids":["https://openalex.org/I183173800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045036973","display_name":"Benjamin Byholm","orcid":"https://orcid.org/0000-0002-9512-2400"},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Benjamin Byholm","raw_affiliation_strings":["Department of Information Technologies, \u00c5bo Akademi University, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technologies, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043249778","display_name":"Iv\u00e1n Porres","orcid":"https://orcid.org/0000-0002-6791-2018"},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]},{"id":"https://openalex.org/I183173800","display_name":"Turku Centre for Computer Science","ror":"https://ror.org/00vy7ed73","country_code":"FI","type":"facility","lineage":["https://openalex.org/I130217899","https://openalex.org/I155660961","https://openalex.org/I183173800"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ivan Porres","raw_affiliation_strings":["Department of Information Technologies, \u00c5bo Akademi University, Turku, Finland","Turku Centre for Computer Science, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technologies, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899"]},{"raw_affiliation_string":"Turku Centre for Computer Science, Turku, Finland","institution_ids":["https://openalex.org/I183173800"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100669990"],"corresponding_institution_ids":["https://openalex.org/I121243025","https://openalex.org/I130217899","https://openalex.org/I183173800"],"apc_list":null,"apc_paid":null,"fwci":3.7115,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.93538572,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"581","last_page":"586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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":0.9986000061035156,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9983999729156494,"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":0.8453381061553955},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7995097637176514},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7082275152206421},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.7044526934623718},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6980342268943787},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6548376083374023},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5535866022109985},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5470781922340393},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.5248774886131287},{"id":"https://openalex.org/keywords/shared-resource","display_name":"Shared resource","score":0.41621559858322144},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3180626630783081},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.235478013753891},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18801787495613098}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8453381061553955},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7995097637176514},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7082275152206421},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.7044526934623718},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6980342268943787},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6548376083374023},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5535866022109985},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5470781922340393},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.5248774886131287},{"id":"https://openalex.org/C51332947","wikidata":"https://www.wikidata.org/wiki/Q1172305","display_name":"Shared resource","level":2,"score":0.41621559858322144},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3180626630783081},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.235478013753891},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18801787495613098}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cloudcom.2012.6427605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudcom.2012.6427605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"4th IEEE International Conference on Cloud Computing Technology and Science Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/63d0eeb1-e362-44de-85cc-5fc0c12bbc80","is_oa":false,"landing_page_url":"https://research.abo.fi/en/publications/63d0eeb1-e362-44de-85cc-5fc0c12bbc80","pdf_url":null,"source":{"id":"https://openalex.org/S4406923060","display_name":"\u00c5bo Akademi University Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ashraf, A, Byholm, B & Porres Paltor, I 2012, CRAMP: Cost-Efficient Resource Allocation for Multiple Web Applications with Proactive Scaling. in TW Wlodarczyk, C Hsu & W Feng (eds), 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings. IEEE, pp. \u2013, IEEE International Conference on Cloud Computing Technology and Science Proceedings, 03/12/12. https://doi.org/10.1109/CloudCom.2012.6427605","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310598","display_name":"Amazon Web Services","ror":"https://ror.org/04mv4n011"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1499277308","https://openalex.org/W1527908491","https://openalex.org/W1559228074","https://openalex.org/W1972250388","https://openalex.org/W2015244008","https://openalex.org/W2023419890","https://openalex.org/W2037948924","https://openalex.org/W2068281613","https://openalex.org/W2082617678","https://openalex.org/W2088607870","https://openalex.org/W2105533927","https://openalex.org/W2125724417","https://openalex.org/W2128953228","https://openalex.org/W2130084754","https://openalex.org/W2144809281","https://openalex.org/W2145825359","https://openalex.org/W2167090833","https://openalex.org/W2395453876","https://openalex.org/W4240405849","https://openalex.org/W4301377424","https://openalex.org/W6633323876","https://openalex.org/W6712031875"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W1487555369","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2904351595","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,39,43,47,62,98],"prediction-based":[4],"dynamic":[5],"resource":[6,55],"allocation":[7],"approach":[8,26,94],"for":[9,17],"web":[10,19,36],"applications":[11,20,37,67],"called":[12],"CRAMP":[13],"(Cost-efficient":[14],"Resource":[15],"Allocation":[16],"Multiple":[18],"with":[21],"Proactive":[22],"scaling).":[23],"The":[24,72,93],"proposed":[25],"provides":[27],"automatic":[28],"deployment":[29],"and":[30,53,58],"proactive":[31],"scaling":[32],"of":[33,65,90],"multiple":[34],"simultaneous":[35],"on":[38],"given":[40],"Infrastructure":[41],"as":[42],"Service":[44],"cloud":[45],"in":[46,97,105],"shared":[48,73],"hosting":[49,74],"environment.":[50],"It":[51],"monitors":[52],"uses":[54],"utilization":[56],"metrics":[57],"does":[59],"not":[60],"require":[61],"performance":[63],"model":[64],"the":[66,69,88,106],"or":[68],"infrastructure":[70],"dynamics.":[71],"environment":[75],"allows":[76],"us":[77],"to":[78],"share":[79],"virtual":[80],"machine":[81],"(VM)":[82],"resources":[83],"among":[84],"deployed":[85,104],"applications,":[86],"reducing":[87],"number":[89],"required":[91],"VMs.":[92],"is":[95],"demonstrated":[96],"prototype":[99],"implementation":[100],"that":[101],"has":[102],"been":[103],"Amazon":[107],"Elastic":[108],"Compute":[109],"Cloud.":[110]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
