{"id":"https://openalex.org/W2585214796","doi":"https://doi.org/10.1109/bigdata.2016.7840620","title":"Big data framework interference in restricted private cloud settings","display_name":"Big data framework interference in restricted private cloud settings","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2585214796","doi":"https://doi.org/10.1109/bigdata.2016.7840620","mag":"2585214796"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2016.7840620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 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/A5044568718","display_name":"Stratos Dimopoulos","orcid":"https://orcid.org/0000-0002-6873-783X"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Stratos Dimopoulos","raw_affiliation_strings":["Dept. of Computer Science, Univ. of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Univ. of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040516516","display_name":"Chandra Krintz","orcid":"https://orcid.org/0000-0003-4972-0669"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chandra Krintz","raw_affiliation_strings":["Dept. of Computer Science, Univ. of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Univ. of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075011123","display_name":"Rich Wolski","orcid":"https://orcid.org/0000-0003-3722-473X"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rich Wolski","raw_affiliation_strings":["Dept. of Computer Science, Univ. of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Univ. of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044568718"],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":4.1572,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94885672,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"335","last_page":"340"},"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":0.9990000128746033,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8229957818984985},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6808160543441772},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6529306769371033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6342546939849854},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32534366846084595},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25843966007232666},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1361900269985199}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8229957818984985},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6808160543441772},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6529306769371033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6342546939849854},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32534366846084595},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25843966007232666},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1361900269985199},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata.2016.7840620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"mag:2787032920","is_oa":false,"landing_page_url":"http://jglobal.jst.go.jp/en/public/20090422/201702255147062811","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1536234523","https://openalex.org/W1890643295","https://openalex.org/W1967093902","https://openalex.org/W2064299501","https://openalex.org/W2067005380","https://openalex.org/W2104993419","https://openalex.org/W2105947650","https://openalex.org/W2114383418","https://openalex.org/W2124011064","https://openalex.org/W2140919237","https://openalex.org/W2150478767","https://openalex.org/W2154983209","https://openalex.org/W2163961697","https://openalex.org/W2190012392","https://openalex.org/W2913854892","https://openalex.org/W3104065274","https://openalex.org/W6639249596","https://openalex.org/W6684084819"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4244478748"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"characterize":[4],"the":[5],"behavior":[6],"of":[7,87],"\u201cbig\u201d":[8],"and":[9,23,35,45,58,85],"\u201cfast\u201d":[10],"data":[11],"analysis":[12],"frameworks,":[13],"in":[14,69,79],"multi-tenant,":[15],"shared":[16],"settings":[17],"for":[18],"which":[19],"computing":[20],"resources":[21],"(CPU":[22],"memory)":[24],"are":[25],"limited,":[26],"an":[27],"increasingly":[28],"common":[29],"scenario":[30],"used":[31],"to":[32],"increase":[33],"utilization":[34],"lower":[36],"cost.":[37],"We":[38,53],"study":[39],"how":[40],"popular":[41],"analytics":[42],"frameworks":[43],"behave":[44],"interfere":[46],"with":[47],"each":[48],"other":[49],"under":[50],"such":[51],"constraints.":[52],"empirically":[54],"evaluate":[55],"Hadoop,":[56],"Spark,":[57],"Storm":[59],"multi-tenant":[60],"workloads":[61],"managed":[62],"by":[63],"Mesos.":[64],"Our":[65],"results":[66],"show":[67],"that":[68,77],"constrained":[70],"environments,":[71],"there":[72],"is":[73],"significant":[74],"performance":[75,83],"interference":[76],"manifests":[78],"failed":[80],"fair":[81],"sharing,":[82],"variability,":[84],"deadlock":[86],"resources.":[88]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}