{"id":"https://openalex.org/W2107894622","doi":"https://doi.org/10.1145/1730836.1730842","title":"Empirical evaluation of latency-sensitive application performance in the cloud","display_name":"Empirical evaluation of latency-sensitive application performance in the cloud","publication_year":2010,"publication_date":"2010-02-22","ids":{"openalex":"https://openalex.org/W2107894622","doi":"https://doi.org/10.1145/1730836.1730842","mag":"2107894622"},"language":"en","primary_location":{"id":"doi:10.1145/1730836.1730842","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1730836.1730842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first annual ACM SIGMM conference on Multimedia systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5043080680","display_name":"Sean Barker","orcid":"https://orcid.org/0000-0003-3844-7687"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sean Kenneth Barker","raw_affiliation_strings":["University of Massachusetts Amherst, Amherst, MA, USA","University Of Massachusetts Amherst, Amherst, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University Of Massachusetts Amherst, Amherst, MA, USA#TAB#","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032939724","display_name":"Prashant Shenoy","orcid":"https://orcid.org/0000-0002-5435-1901"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashant Shenoy","raw_affiliation_strings":["University of Massachusetts Amherst, Amherst, MA, USA","University Of Massachusetts Amherst, Amherst, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University Of Massachusetts Amherst, Amherst, MA, USA#TAB#","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":null,"apc_paid":null,"fwci":11.6561,"has_fulltext":false,"cited_by_count":184,"citation_normalized_percentile":{"value":0.98955867,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"46"},"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9975000023841858,"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/T11478","display_name":"Caching and Content Delivery","score":0.9965999722480774,"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":0.8689630031585693},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7477990388870239},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7392099499702454},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6860589385032654},{"id":"https://openalex.org/keywords/jitter","display_name":"Jitter","score":0.6794020533561707},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.6336657404899597},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5151458978652954},{"id":"https://openalex.org/keywords/temporal-isolation-among-virtual-machines","display_name":"Temporal isolation among virtual machines","score":0.48281463980674744},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.46108052134513855},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4405360221862793},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.437417209148407}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8689630031585693},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7477990388870239},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7392099499702454},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6860589385032654},{"id":"https://openalex.org/C134652429","wikidata":"https://www.wikidata.org/wiki/Q1052698","display_name":"Jitter","level":2,"score":0.6794020533561707},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.6336657404899597},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5151458978652954},{"id":"https://openalex.org/C142355369","wikidata":"https://www.wikidata.org/wiki/Q7698919","display_name":"Temporal isolation among virtual machines","level":4,"score":0.48281463980674744},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.46108052134513855},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4405360221862793},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.437417209148407},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1730836.1730842","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1730836.1730842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first annual ACM SIGMM conference on Multimedia systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.157.947","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.157.947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.umass.edu/~lass/papers/pdf/mmsys10-latency.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1550115315","https://openalex.org/W1577469378","https://openalex.org/W1596606311","https://openalex.org/W1939576174","https://openalex.org/W1949751419","https://openalex.org/W1963214577","https://openalex.org/W1989088895","https://openalex.org/W1997269120","https://openalex.org/W2018997957","https://openalex.org/W2064359039","https://openalex.org/W2073440460","https://openalex.org/W2083940907","https://openalex.org/W2104321028","https://openalex.org/W2109480140","https://openalex.org/W2119809695","https://openalex.org/W2120945246","https://openalex.org/W2121542813","https://openalex.org/W2124827397","https://openalex.org/W2131726714","https://openalex.org/W2133508824","https://openalex.org/W2138165844","https://openalex.org/W2144077857","https://openalex.org/W2146398836","https://openalex.org/W2149273293","https://openalex.org/W2153616618","https://openalex.org/W2164965053","https://openalex.org/W2173213060","https://openalex.org/W2197000251","https://openalex.org/W2484156558","https://openalex.org/W3163287424","https://openalex.org/W4244704438"],"related_works":["https://openalex.org/W2088620127","https://openalex.org/W2511073788","https://openalex.org/W2096801503","https://openalex.org/W2906562101","https://openalex.org/W262862460","https://openalex.org/W2545334782","https://openalex.org/W2056229796","https://openalex.org/W2346893066","https://openalex.org/W2900408237","https://openalex.org/W3102690680"],"abstract_inverted_index":{"Cloud":[0],"computing":[1,7],"platforms":[2,44],"enable":[3],"users":[4,59],"to":[5,12,20,25,97,118,134,186,200],"rent":[6],"and":[8,17,102,105,122,130,152,160,174,202],"storage":[9],"resources":[10],"on-demand":[11],"run":[13],"their":[14],"networked":[15],"applications":[16,56,76,136],"employ":[18],"virtualization":[19,234],"multiplex":[21],"virtual":[22,52,191],"servers":[23],"belonging":[24],"different":[26,125,138],"customers":[27],"on":[28,68,93],"a":[29,62,89,110,119,148,179],"shared":[30],"set":[31],"of":[32,42,91,112,127,140,150,195,227],"servers.":[33],"In":[34],"this":[35,241],"paper,":[36],"we":[37],"empirically":[38],"evaluate":[39],"the":[40,80,99,132,141,172,175,204,228,233],"efficacy":[41],"cloud":[43,121],"for":[45,207],"running":[46,54],"latency-sensitive":[47,84,180,209],"multimedia":[48],"applications.":[49],"Since":[50],"multiple":[51],"machines":[53],"disparate":[55],"from":[57,74,189,198],"independent":[58],"may":[60],"share":[61],"physical":[63],"server,":[64],"our":[65,165],"study":[66,131],"focuses":[67],"whether":[69],"dynamically":[70],"varying":[71],"background":[72,128,187,219],"load":[73,129,188],"such":[75],"can":[77,182,212,236],"interfere":[78],"with":[79],"performance":[81],"seen":[82,108,177],"by":[83,178,214],"tasks.":[85],"We":[86,115,146,221],"first":[87],"conduct":[88],"series":[90],"experiments":[92],"Amazon's":[94],"EC2":[95],"system":[96],"quantify":[98],"CPU,":[100],"disk,":[101],"network":[103],"jitter":[104,173],"throughput":[106,176],"fluctuations":[107],"over":[109],"period":[111],"several":[113],"days.":[114],"then":[116],"turn":[117],"laboratory-based":[120],"systematically":[123],"introduce":[124],"levels":[126],"ability":[133],"isolate":[135],"under":[137,217],"settings":[139],"underlying":[142],"resource":[143,199,201,229],"control":[144,230],"mechanisms.":[145],"use":[147],"combination":[149],"micro-benchmarks":[151],"two":[153],"real-world":[154],"applications--the":[155],"Doom":[156],"3":[157],"game":[158],"server":[159],"Apple's":[161],"Darwin":[162],"Streaming":[163],"Server--for":[164],"experimental":[166],"evaluation.":[167],"Our":[168],"results":[169],"reveal":[170],"that":[171,224],"application":[181],"indeed":[183],"degrade":[184,213],"due":[185],"other":[190],"machines.":[192],"The":[193],"degree":[194],"interference":[196],"varies":[197],"is":[203],"most":[205],"pronounced":[206],"disk-bound":[208],"tasks,":[210],"which":[211],"nearly":[215],"75%":[216],"sustained":[218],"load.":[220],"also":[222],"find":[223],"careful":[225],"configuration":[226],"mechanisms":[231],"within":[232],"layer":[235],"mitigate,":[237],"but":[238],"not":[239],"eliminate,":[240],"interference.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":24},{"year":2015,"cited_by_count":24},{"year":2014,"cited_by_count":19},{"year":2013,"cited_by_count":25},{"year":2012,"cited_by_count":15}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}