{"id":"https://openalex.org/W2914824367","doi":"https://doi.org/10.1109/bigdata.2018.8622363","title":"Mira: Sharing Resources for Distributed Analytics at Small Timescales","display_name":"Mira: Sharing Resources for Distributed Analytics at Small Timescales","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2914824367","doi":"https://doi.org/10.1109/bigdata.2018.8622363","mag":"2914824367"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8622363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","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/A5053940401","display_name":"M. Kaufmann","orcid":"https://orcid.org/0000-0003-1437-0996"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Kaufmann","raw_affiliation_strings":["Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112341098","display_name":"Kornilios Kourtis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Kornilios Kourtis","raw_affiliation_strings":["IBM Research Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"IBM Research Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082425219","display_name":"Adrian Schuepbach","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Adrian Schuepbach","raw_affiliation_strings":["IBM Research Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"IBM Research Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083451909","display_name":"Martina Zitterbart","orcid":"https://orcid.org/0000-0003-0088-6289"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martina Zitterbart","raw_affiliation_strings":["Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053940401"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":0.7854,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82435347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"48","issue":null,"first_page":"231","last_page":"241"},"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":0.9972000122070312,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8148459196090698},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.7769333124160767},{"id":"https://openalex.org/keywords/shared-resource","display_name":"Shared resource","score":0.650976836681366},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.641521692276001},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.625593364238739},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6085118055343628},{"id":"https://openalex.org/keywords/stack","display_name":"Stack (abstract data type)","score":0.5165814161300659},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.49798154830932617},{"id":"https://openalex.org/keywords/yarn","display_name":"Yarn","score":0.4930267035961151},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4454166889190674},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4410821199417114},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4238394498825073},{"id":"https://openalex.org/keywords/time-sharing","display_name":"Time-sharing","score":0.41286951303482056},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.29405856132507324},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17799359560012817}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8148459196090698},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7769333124160767},{"id":"https://openalex.org/C51332947","wikidata":"https://www.wikidata.org/wiki/Q1172305","display_name":"Shared resource","level":2,"score":0.650976836681366},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.641521692276001},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.625593364238739},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6085118055343628},{"id":"https://openalex.org/C9395851","wikidata":"https://www.wikidata.org/wiki/Q177929","display_name":"Stack (abstract data type)","level":2,"score":0.5165814161300659},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.49798154830932617},{"id":"https://openalex.org/C2778787235","wikidata":"https://www.wikidata.org/wiki/Q49007","display_name":"Yarn","level":2,"score":0.4930267035961151},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4454166889190674},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4410821199417114},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4238394498825073},{"id":"https://openalex.org/C38725249","wikidata":"https://www.wikidata.org/wiki/Q913876","display_name":"Time-sharing","level":2,"score":0.41286951303482056},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.29405856132507324},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17799359560012817},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2018.8622363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2022678927","https://openalex.org/W2082171780","https://openalex.org/W2097484305","https://openalex.org/W2102709380","https://openalex.org/W2102849319","https://openalex.org/W2105947650","https://openalex.org/W2110086534","https://openalex.org/W2120422789","https://openalex.org/W2122465391","https://openalex.org/W2133569115","https://openalex.org/W2141992894","https://openalex.org/W2160121678","https://openalex.org/W2163961697","https://openalex.org/W2189465200","https://openalex.org/W2290712622","https://openalex.org/W2335814492","https://openalex.org/W2402144811","https://openalex.org/W2520189725","https://openalex.org/W2521597241","https://openalex.org/W2566979091","https://openalex.org/W2572234696","https://openalex.org/W2576355797","https://openalex.org/W2734941459","https://openalex.org/W2740808724","https://openalex.org/W2886464150","https://openalex.org/W2887901326","https://openalex.org/W2953384591","https://openalex.org/W3136172274","https://openalex.org/W3162118826","https://openalex.org/W4253824360","https://openalex.org/W6684084819","https://openalex.org/W6687322159","https://openalex.org/W6713134421","https://openalex.org/W6727321242","https://openalex.org/W6731596640","https://openalex.org/W6731982058","https://openalex.org/W6732337852","https://openalex.org/W6741809789","https://openalex.org/W6753337532","https://openalex.org/W6754018566"],"related_works":["https://openalex.org/W2355812740","https://openalex.org/W2082530176","https://openalex.org/W3184916136","https://openalex.org/W2081682133","https://openalex.org/W4303056706","https://openalex.org/W2533656832","https://openalex.org/W2145224361","https://openalex.org/W1994347053","https://openalex.org/W2392254965","https://openalex.org/W2374968689"],"abstract_inverted_index":{"Modern":[0],"distributed":[1,135],"analytics":[2],"stacks":[3],"consist":[4],"of":[5,11,14,105],"application":[6,167],"frameworks":[7],"that":[8,20,151],"enable":[9],"processing":[10,136],"large":[12],"amounts":[13],"data,":[15],"and":[16,90,107,118,139,165],"a":[17,42,99,132],"resource":[18,116,120,128,157],"manager":[19],"allows":[21],"applications":[22,110,144],"to":[23,59,142,155,171],"share":[24],"computational":[25],"resources.":[26],"The":[27],"initial":[28],"use":[29,50,57,72],"case":[30],"for":[31,89,101],"these":[32,70],"systems":[33,86],"was":[34],"running":[35],"batch":[36],"jobs":[37],"with":[38,111],"long":[39],"lifetimes":[40],"(e.g.,":[41],"few":[43],"hours),":[44],"but,":[45],"since":[46],"their":[47],"inception,":[48],"new":[49],"cases":[51],"have":[52],"emerged":[53],"where":[54],"users":[55],"increasingly":[56],"them":[58],"gain":[60],"insight":[61],"interactively,":[62],"or":[63,80],"even":[64,81],"online.":[65],"Efficiently":[66],"sharing":[67,129,158],"resources":[68],"under":[69],"additional":[71],"cases,":[73],"requires":[74],"operating":[75],"at":[76],"smaller":[77],"timescales":[78],"(minutes":[79],"seconds)":[82],"than":[83,163],"the":[84,127],"existing":[85],"were":[87],"designed":[88],"are":[91],"capable":[92],"of.In":[93],"this":[94],"paper,":[95],"we":[96],"present":[97],"Mira,":[98],"system":[100],"optimized":[102],"elastic":[103],"execution":[104,113],"short-running":[106],"interactive":[108],"data-analytics":[109],"low-latency":[112],"startup,":[114],"fast":[115],"management":[117],"efficient":[119],"utilization":[121],"on":[122],"shared":[123,146],"clusters.":[124],"We":[125],"analyze":[126],"overheads":[130,160],"in":[131,145],"commonly":[133],"used":[134],"stack":[137],"(Spark+YARN)":[138],"reveal":[140],"opportunities":[141],"accelerate":[143],"environments.":[147],"Our":[148],"experiments":[149],"show,":[150],"Mira":[152],"is":[153],"able":[154],"reduce":[156,166],"related":[159],"by":[161,169],"more":[162],"400\u00d7":[164],"runtime":[168],"up":[170],"4.2\u00d7.":[172]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
