{"id":"https://openalex.org/W1999195717","doi":"https://doi.org/10.1109/infocom.2014.6847920","title":"HadoopWatch: A first step towards comprehensive traffic forecasting in cloud computing","display_name":"HadoopWatch: A first step towards comprehensive traffic forecasting in cloud computing","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W1999195717","doi":"https://doi.org/10.1109/infocom.2014.6847920","mag":"1999195717"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2014.6847920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2014.6847920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2014 - IEEE Conference on Computer Communications","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/A5036420109","display_name":"Peng Yang","orcid":"https://orcid.org/0000-0002-7999-9763"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yang Peng","raw_affiliation_strings":["Hong Kong Univ. of Science and Technology (Hong Kong, China)"],"affiliations":[{"raw_affiliation_string":"Hong Kong Univ. of Science and Technology (Hong Kong, China)","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438001","display_name":"Kai Chen","orcid":"https://orcid.org/0000-0003-2587-6028"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kai Chen","raw_affiliation_strings":["Hong Kong Univ. of Science and Technology (Hong Kong, China)"],"affiliations":[{"raw_affiliation_string":"Hong Kong Univ. of Science and Technology (Hong Kong, China)","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642263","display_name":"Guohui Wang","orcid":"https://orcid.org/0009-0006-8904-8626"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guohui Wang","raw_affiliation_strings":["Facebook, Menlo Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"Facebook, Menlo Park, MD, USA","institution_ids":["https://openalex.org/I4210114444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078969904","display_name":"Wei Bai","orcid":"https://orcid.org/0000-0002-8898-8070"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wei Bai","raw_affiliation_strings":["Hong Kong Univ. of Science and Technology (Hong Kong, China)"],"affiliations":[{"raw_affiliation_string":"Hong Kong Univ. of Science and Technology (Hong Kong, China)","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101765974","display_name":"Zhiqiang Ma","orcid":"https://orcid.org/0000-0001-7568-3588"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhiqiang Ma","raw_affiliation_strings":["Hong Kong Univ. of Science and Technology (Hong Kong, China)"],"affiliations":[{"raw_affiliation_string":"Hong Kong Univ. of Science and Technology (Hong Kong, China)","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073146599","display_name":"Lin Gu","orcid":"https://orcid.org/0000-0002-6525-9334"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lin Gu","raw_affiliation_strings":["Hong Kong Univ. of Science and Technology (Hong Kong, China)"],"affiliations":[{"raw_affiliation_string":"Hong Kong Univ. of Science and Technology (Hong Kong, China)","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5036420109"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":16.5669,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.98847429,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"27"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9980999827384949,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9976000189781189,"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/cloud-computing","display_name":"Cloud computing","score":0.7921718955039978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.726496696472168},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3642526865005493},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10076630115509033}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7921718955039978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.726496696472168},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3642526865005493},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10076630115509033}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocom.2014.6847920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2014.6847920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2014 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-62781","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000361544200003","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W173526475","https://openalex.org/W190478029","https://openalex.org/W1524103123","https://openalex.org/W1537198022","https://openalex.org/W1595687452","https://openalex.org/W1698388015","https://openalex.org/W2059599844","https://openalex.org/W2071187149","https://openalex.org/W2076406848","https://openalex.org/W2093941454","https://openalex.org/W2096125134","https://openalex.org/W2097926925","https://openalex.org/W2099657323","https://openalex.org/W2100830825","https://openalex.org/W2101178023","https://openalex.org/W2101871381","https://openalex.org/W2102632804","https://openalex.org/W2109195783","https://openalex.org/W2115546448","https://openalex.org/W2119565742","https://openalex.org/W2119638333","https://openalex.org/W2119738171","https://openalex.org/W2130010548","https://openalex.org/W2130531694","https://openalex.org/W2141810662","https://openalex.org/W2145817137","https://openalex.org/W2154965732","https://openalex.org/W2155072926","https://openalex.org/W2157614013","https://openalex.org/W2162818071","https://openalex.org/W2164998096","https://openalex.org/W2173213060","https://openalex.org/W2174784067","https://openalex.org/W2187466363","https://openalex.org/W2189465200","https://openalex.org/W2911820873","https://openalex.org/W3015433578","https://openalex.org/W4238465620","https://openalex.org/W4239670432","https://openalex.org/W6607242314","https://openalex.org/W6607759482","https://openalex.org/W6632104034","https://openalex.org/W6635812206","https://openalex.org/W6684006811","https://openalex.org/W6687300364","https://openalex.org/W6687322159"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W4205786897","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2070395303"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"our":[3,71,91],"effort":[4],"towards":[5],"comprehensive":[6],"traffic":[7,29,81,117],"forecasting":[8],"for":[9],"big":[10,42],"data":[11,43],"applications":[12,110],"using":[13],"external,":[14],"light-weighted":[15],"file":[16,55],"system":[17,56,76],"monitoring.":[18,57],"Our":[19,103],"idea":[20],"is":[21],"motivated":[22],"by":[23],"the":[24,35,59,116,132,140],"key":[25],"observations":[26],"that":[27,46,112],"rich":[28],"demand":[30,82,118],"information":[31,48],"already":[32],"exists":[33],"in":[34,90],"log":[36],"and":[37,45,73,99,123,135],"meta-data":[38],"files":[39],"of":[40,83,108,131],"many":[41],"applications,":[44],"such":[47],"can":[49,114],"be":[50],"readily":[51],"extracted":[52],"through":[53],"run-time":[54],"As":[58],"first":[60],"step,":[61],"we":[62],"use":[63],"Hadoop<sup>1</sup>":[64],"as":[65],"a":[66,75,106],"concrete":[67],"example":[68],"to":[69,79,139],"explore":[70],"methodology":[72],"develop":[74],"called":[77],"HadoopWatch":[78,89,113],"predict":[80],"Hadoop":[84,133],"applications.":[85],"We":[86],"further":[87],"implement":[88],"real":[92],"small-scale":[93],"testbed":[94],"with":[95,119],"10":[96],"physical":[97],"servers":[98],"30":[100],"virtual":[101],"machines.":[102],"experiments":[104],"over":[105],"series":[107],"MapReduce":[109],"demonstrate":[111],"forecast":[115],"almost":[120],"100%":[121],"accuracy":[122],"time":[124],"advance.":[125],"Furthermore,":[126],"it":[127],"makes":[128],"no":[129],"modification":[130],"framework,":[134],"introduces":[136],"little":[137],"overhead":[138],"application":[141],"performance.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}