{"id":"https://openalex.org/W2908708181","doi":"https://doi.org/10.1109/tpds.2019.2893940","title":"Decision-Making Approaches for Performance QoS in Distributed Storage Systems: A Survey","display_name":"Decision-Making Approaches for Performance QoS in Distributed Storage Systems: A Survey","publication_year":2019,"publication_date":"2019-01-18","ids":{"openalex":"https://openalex.org/W2908708181","doi":"https://doi.org/10.1109/tpds.2019.2893940","mag":"2908708181"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2019.2893940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2019.2893940","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-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/A5041622039","display_name":"Flora Karniavoura","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122239","display_name":"TomTom (Germany)","ror":"https://ror.org/02pvy4b66","country_code":"DE","type":"company","lineage":["https://openalex.org/I2905213637","https://openalex.org/I4210122239"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Flora Karniavoura","raw_affiliation_strings":["TomTom Germany GmbH & Co. KG, Harsum, Germany"],"affiliations":[{"raw_affiliation_string":"TomTom Germany GmbH & Co. KG, Harsum, Germany","institution_ids":["https://openalex.org/I4210122239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073027131","display_name":"Kostas Magoutis","orcid":"https://orcid.org/0000-0002-7288-5923"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kostas Magoutis","raw_affiliation_strings":["Institute of Computer Science (ICS), Foundation for Research and Technology - Hellas (FORTH), Heraklion, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science (ICS), Foundation for Research and Technology - Hellas (FORTH), Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I8901234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041622039"],"corresponding_institution_ids":["https://openalex.org/I4210122239"],"apc_list":null,"apc_paid":null,"fwci":3.0547,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.92525314,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":"8","first_page":"1906","last_page":"1919"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9979000091552734,"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":0.8697855472564697},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.7668731808662415},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5666502118110657},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5634795427322388},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5426729917526245},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5097348093986511},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4743988513946533},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.41962358355522156},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4114013612270355},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19484177231788635},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.11644947528839111}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8697855472564697},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.7668731808662415},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5666502118110657},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5634795427322388},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5426729917526245},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5097348093986511},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4743988513946533},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.41962358355522156},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4114013612270355},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19484177231788635},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.11644947528839111},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2019.2893940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2019.2893940","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":128,"referenced_works":["https://openalex.org/W4571507","https://openalex.org/W16408702","https://openalex.org/W32403112","https://openalex.org/W117629274","https://openalex.org/W332279198","https://openalex.org/W404874482","https://openalex.org/W1483197604","https://openalex.org/W1554944419","https://openalex.org/W1586999867","https://openalex.org/W1587317090","https://openalex.org/W1594675213","https://openalex.org/W1606046131","https://openalex.org/W1667182463","https://openalex.org/W1672988363","https://openalex.org/W1693661933","https://openalex.org/W1760950420","https://openalex.org/W1802083805","https://openalex.org/W1809182522","https://openalex.org/W1965341986","https://openalex.org/W1967155922","https://openalex.org/W1971024489","https://openalex.org/W1978005952","https://openalex.org/W1982063824","https://openalex.org/W1984302374","https://openalex.org/W1990911977","https://openalex.org/W1991376651","https://openalex.org/W1995713768","https://openalex.org/W1998927861","https://openalex.org/W2001500256","https://openalex.org/W2004743445","https://openalex.org/W2013518095","https://openalex.org/W2015244008","https://openalex.org/W2016023958","https://openalex.org/W2030122133","https://openalex.org/W2036745989","https://openalex.org/W2037662519","https://openalex.org/W2037759385","https://openalex.org/W2040924693","https://openalex.org/W2043050457","https://openalex.org/W2043953242","https://openalex.org/W2053296692","https://openalex.org/W2057819872","https://openalex.org/W2061127799","https://openalex.org/W2061716419","https://openalex.org/W2062617656","https://openalex.org/W2069508080","https://openalex.org/W2069514290","https://openalex.org/W2070493638","https://openalex.org/W2078432474","https://openalex.org/W2079967994","https://openalex.org/W2080046268","https://openalex.org/W2081461624","https://openalex.org/W2082871877","https://openalex.org/W2088590034","https://openalex.org/W2089279161","https://openalex.org/W2099842045","https://openalex.org/W2101188133","https://openalex.org/W2101343419","https://openalex.org/W2101754961","https://openalex.org/W2102689840","https://openalex.org/W2105271931","https://openalex.org/W2111965688","https://openalex.org/W2112319566","https://openalex.org/W2113640817","https://openalex.org/W2119242743","https://openalex.org/W2119567691","https://openalex.org/W2119738171","https://openalex.org/W2121863487","https://openalex.org/W2126707271","https://openalex.org/W2129010304","https://openalex.org/W2134390259","https://openalex.org/W2137226992","https://openalex.org/W2137240782","https://openalex.org/W2140101134","https://openalex.org/W2144979178","https://openalex.org/W2145457647","https://openalex.org/W2151795327","https://openalex.org/W2153704625","https://openalex.org/W2156352928","https://openalex.org/W2156949651","https://openalex.org/W2164996477","https://openalex.org/W2165439624","https://openalex.org/W2167090833","https://openalex.org/W2171033594","https://openalex.org/W2171150531","https://openalex.org/W2172642452","https://openalex.org/W2222982436","https://openalex.org/W2258963578","https://openalex.org/W2296370775","https://openalex.org/W2312784726","https://openalex.org/W2338076123","https://openalex.org/W2469602433","https://openalex.org/W2499137286","https://openalex.org/W2511894128","https://openalex.org/W2525833315","https://openalex.org/W2578279218","https://openalex.org/W2591993060","https://openalex.org/W2597880136","https://openalex.org/W2610421743","https://openalex.org/W2615623687","https://openalex.org/W2768654612","https://openalex.org/W2903158431","https://openalex.org/W2919115771","https://openalex.org/W2963511602","https://openalex.org/W2998670598","https://openalex.org/W3085162807","https://openalex.org/W3140693901","https://openalex.org/W4214717370","https://openalex.org/W4298023569","https://openalex.org/W6600643684","https://openalex.org/W6611430470","https://openalex.org/W6635140591","https://openalex.org/W6635147884","https://openalex.org/W6635717966","https://openalex.org/W6636161008","https://openalex.org/W6637645679","https://openalex.org/W6637768992","https://openalex.org/W6638585231","https://openalex.org/W6671014687","https://openalex.org/W6678599852","https://openalex.org/W6679068119","https://openalex.org/W6680532697","https://openalex.org/W6682955136","https://openalex.org/W6685577280","https://openalex.org/W6688840694","https://openalex.org/W6697281048","https://openalex.org/W6736903998","https://openalex.org/W6756615331"],"related_works":["https://openalex.org/W2566006169","https://openalex.org/W986318368","https://openalex.org/W2770234245","https://openalex.org/W2384410913","https://openalex.org/W2987774938","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W1939996075","https://openalex.org/W3181553685","https://openalex.org/W2392730411"],"abstract_inverted_index":{"Distributed":[0],"storage":[1],"systems":[2,27],"designed":[3],"to":[4,19,31,36,57,83],"offer":[5],"explicit":[6,60],"performance":[7,61,90,103],"quality-of-service":[8],"(QoS)":[9],"guarantees":[10],"must":[11],"regulate":[12],"the":[13,84,87],"allocation":[14],"and":[15],"use":[16],"of":[17,24],"resources":[18],"achieve":[20],"a":[21,80,93],"user-specified":[22],"level":[23],"service.":[25],"QoS-driven":[26],"employ":[28],"decision-making":[29,58],"techniques":[30,105],"decide":[32],"on":[33,77,102],"appropriate":[34],"actions":[35],"take":[37],"during":[38],"initial":[39],"deployment":[40],"or":[41],"under":[42],"variations":[43],"in":[44,86,96,107],"workload":[45],"and/or":[46],"system":[47],"configuration.":[48],"In":[49],"this":[50,108],"survey":[51],"we":[52,98],"cover":[53],"both":[54],"traditional":[55],"approaches":[56,75],"for":[59],"QoS":[62],"(control":[63],"theory,":[64],"multi-dimensional":[65],"constrained":[66],"optimization,":[67],"policy-based":[68],"techniques)":[69],"as":[70,72],"well":[71],"more":[73],"recent":[74],"based":[76],"machine-learning,":[78],"offering":[79],"broad":[81],"perspective":[82],"state-of-the-art":[85],"field.":[88],"As":[89],"prediction":[91,104],"is":[92],"central":[94],"concept":[95],"decision-making,":[97],"also":[99],"summarize":[100],"research":[101],"used":[106],"context.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-02-28T09:26:25.869077","created_date":"2025-10-10T00:00:00"}