{"id":"https://openalex.org/W1975609823","doi":"https://doi.org/10.1145/2811222.2811227","title":"SpotADAPT","display_name":"SpotADAPT","publication_year":2015,"publication_date":"2015-10-22","ids":{"openalex":"https://openalex.org/W1975609823","doi":"https://doi.org/10.1145/2811222.2811227","mag":"1975609823"},"language":"en","primary_location":{"id":"doi:10.1145/2811222.2811227","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2811222.2811227","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP","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/A5031047051","display_name":"Dalia Kaulakien\u0117","orcid":null},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Dalia Kaulakien\u0117","raw_affiliation_strings":["Aalborg University, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010748912","display_name":"Christian Thomsen","orcid":"https://orcid.org/0000-0002-0862-0509"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Christian Thomsen","raw_affiliation_strings":["Aalborg University, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061064237","display_name":"Torben Bach Pedersen","orcid":"https://orcid.org/0000-0002-1615-777X"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Torben Bach Pedersen","raw_affiliation_strings":["Aalborg University, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109862110","display_name":"U\u011fur \u00c7etintemel","orcid":null},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ugur \u00c7etintemel","raw_affiliation_strings":["Brown University, Providence, RI, USA"],"affiliations":[{"raw_affiliation_string":"Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034086130","display_name":"Tim Kraska","orcid":"https://orcid.org/0009-0003-2414-2759"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim Kraska","raw_affiliation_strings":["Brown University, Providence, RI, USA"],"affiliations":[{"raw_affiliation_string":"Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031047051"],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":1.1487,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7828115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9980000257492065,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9772999882698059,"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":0.47873541712760925}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47873541712760925}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2811222.2811227","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2811222.2811227","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/d1208151-7e97-4310-a93f-62a60a0371ab","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/d1208151-7e97-4310-a93f-62a60a0371ab","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kaulakiene, D, Thomsen, C, Pedersen, T B, Cetintemel, U & Kraska, T 2015, SpotADAPT : Spot Aware (re-)Deployment of Analytical Processing Tasks on Amazon EC2. in Proceedings of the ACM Eighteenth International Workshop On Data Warehousing and OLAP (DOLAP 2015). Association for Computing Machinery (ACM), New York, NY, USA, pp. 59-68, ACM Eighteenth International Workshop On Data Warehousing and OLAP , Melbourne, Australia, 23/10/2015. https://doi.org/10.1145/2811222.2811227","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W120372266","https://openalex.org/W1536331441","https://openalex.org/W1597255254","https://openalex.org/W1963910368","https://openalex.org/W1987659801","https://openalex.org/W2008793665","https://openalex.org/W2066395229","https://openalex.org/W2088983345","https://openalex.org/W2098424235","https://openalex.org/W2098812784","https://openalex.org/W2160016350","https://openalex.org/W2162570510","https://openalex.org/W2171107090","https://openalex.org/W2406586213","https://openalex.org/W3104643969","https://openalex.org/W6604868418"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Having":[0],"constantly":[1],"increasing":[2],"amounts":[3],"of":[4,8,19,88,138,163,176],"data,":[5],"the":[6,52,66,75,83,101,113,136,139,146,164,172,191,204,218],"analysis":[7],"it":[9,70,198],"is":[10,71,93,169,211],"often":[11],"entrusted":[12],"for":[13,51,203],"a":[14,143,155],"MapReduce":[15],"framework.":[16],"The":[17,48,167],"execution":[18,103,131,137,174],"an":[20],"analytical":[21,178],"workload":[22,102],"can":[23],"be":[24],"cheapened":[25],"by":[26,34,43,98,152],"adopting":[27],"cloud":[28],"computing":[29],"resources,":[30],"and":[31,68,180,195],"in":[32,62,65,196],"particular":[33],"using":[35,171],"spot":[36,53,148,165,182],"instances":[37],"(cheap,":[38],"fluctuating":[39],"price":[40,183],"instances)":[41],"offered":[42],"Amazon":[44,153],"Web":[45],"Services":[46],"(AWS).":[47],"users":[49,97],"aiming":[50],"market":[54],"are":[55,188],"presented":[56],"with":[57,124],"many":[58],"instance":[59,108,119,149],"types":[60],"placed":[61],"multiple":[63],"datacenters":[64],"world,":[67],"thus":[69],"difficult":[72],"to":[73,95,161,190],"choose":[74],"optimal":[76,193,220],"deployment.":[77],"In":[78],"this":[79],"paper,":[80],"we":[81],"propose":[82],"framework":[84],"SpotADAPT":[85,141,210],"(Spot-Aware":[86],"(re-)Deployment":[87],"Analytical":[89],"Processing":[90],"Tasks)":[91],"which":[92],"designed":[94],"help":[96],"first,":[99],"estimating":[100],"time":[104],"on":[105,208],"different":[106],"AWS":[107],"types,":[109],"and,":[110],"second,":[111],"proposing":[112],"deployment":[114,157],"(i.e.,":[115],"specific":[116],"availability":[117],"zone,":[118],"type,":[120],"pricing":[121],"model)":[122],"aligned":[123],"user-provided":[125],"optimization":[126,206],"goals":[127],"(fastest":[128],"or":[129,154],"cheapest":[130],"within":[132],"boundaries).":[133],"Moreover,":[134],"during":[135],"workload,":[140],"suggests":[142],"redeployment":[144],"if":[145],"current":[147],"gets":[150],"terminated":[151],"better":[156],"becomes":[158],"possible":[159],"due":[160],"fluctuations":[162],"prices.":[166],"approach":[168],"evaluated":[170],"actual":[173],"times":[175],"typical":[177],"workloads":[179],"real":[181],"traces.":[184],"SpotADAPT's":[185],"suggested":[186],"deployments":[187],"comparable":[189],"theoretically":[192,219],"ones,":[194],"particular,":[197],"shows":[199],"good":[200],"cost":[201],"benefits":[202],"budget":[205],"-":[207],"average":[209],"at":[212],"most":[213],"0.3%":[214],"more":[215],"expensive":[216],"than":[217],"deployments.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}