{"id":"https://openalex.org/W1532039729","doi":"https://doi.org/10.1109/mci.2015.2437551","title":"Predictive Cloud Computing with Big Data: Professional Golf and Tennis Forecasting [Application Notes]","display_name":"Predictive Cloud Computing with Big Data: Professional Golf and Tennis Forecasting [Application Notes]","publication_year":2015,"publication_date":"2015-07-16","ids":{"openalex":"https://openalex.org/W1532039729","doi":"https://doi.org/10.1109/mci.2015.2437551","mag":"1532039729"},"language":"en","primary_location":{"id":"doi:10.1109/mci.2015.2437551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mci.2015.2437551","pdf_url":null,"source":{"id":"https://openalex.org/S104797584","display_name":"IEEE Computational Intelligence Magazine","issn_l":"1556-603X","issn":["1556-603X","1556-6048"],"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 Computational Intelligence Magazine","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/A5015494942","display_name":"Aaron K. Baughman","orcid":"https://orcid.org/0000-0002-2167-5133"},"institutions":[{"id":"https://openalex.org/I1309191912","display_name":"Research Triangle Park Foundation","ror":"https://ror.org/03eqttr49","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1309191912"]},{"id":"https://openalex.org/I4210090916","display_name":"Triangle","ror":"https://ror.org/00fhbr831","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210090916"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron K. Baughman","raw_affiliation_strings":["Research Triangle Park, IBM Special Events, NC, USA","Research Triangle Park, IBM Special Events, NC USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC, USA","institution_ids":["https://openalex.org/I4210090916"]},{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC USA","institution_ids":["https://openalex.org/I1309191912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064018639","display_name":"Richard J. Bogdany","orcid":null},"institutions":[{"id":"https://openalex.org/I1309191912","display_name":"Research Triangle Park Foundation","ror":"https://ror.org/03eqttr49","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1309191912"]},{"id":"https://openalex.org/I4210090916","display_name":"Triangle","ror":"https://ror.org/00fhbr831","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210090916"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard J. Bogdany","raw_affiliation_strings":["Research Triangle Park, IBM Special Events, NC, USA","Research Triangle Park, IBM Special Events, NC USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC, USA","institution_ids":["https://openalex.org/I4210090916"]},{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC USA","institution_ids":["https://openalex.org/I1309191912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067768020","display_name":"Cameron McAvoy","orcid":null},"institutions":[{"id":"https://openalex.org/I1309191912","display_name":"Research Triangle Park Foundation","ror":"https://ror.org/03eqttr49","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1309191912"]},{"id":"https://openalex.org/I4210090916","display_name":"Triangle","ror":"https://ror.org/00fhbr831","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210090916"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cameron McAvoy","raw_affiliation_strings":["Research Triangle Park, IBM Special Events, NC, USA","Research Triangle Park, IBM Special Events, NC USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC, USA","institution_ids":["https://openalex.org/I4210090916"]},{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC USA","institution_ids":["https://openalex.org/I1309191912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085207553","display_name":"Richard Locke","orcid":null},"institutions":[{"id":"https://openalex.org/I1309191912","display_name":"Research Triangle Park Foundation","ror":"https://ror.org/03eqttr49","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1309191912"]},{"id":"https://openalex.org/I4210090916","display_name":"Triangle","ror":"https://ror.org/00fhbr831","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210090916"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Locke","raw_affiliation_strings":["Research Triangle Park, IBM Special Events, NC, USA","Research Triangle Park, IBM Special Events, NC USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC, USA","institution_ids":["https://openalex.org/I4210090916"]},{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC USA","institution_ids":["https://openalex.org/I1309191912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041337095","display_name":"Brian O'Connell","orcid":null},"institutions":[{"id":"https://openalex.org/I1309191912","display_name":"Research Triangle Park Foundation","ror":"https://ror.org/03eqttr49","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1309191912"]},{"id":"https://openalex.org/I4210090916","display_name":"Triangle","ror":"https://ror.org/00fhbr831","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210090916"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian O'Connell","raw_affiliation_strings":["Research Triangle Park, IBM Special Events, NC, USA","Research Triangle Park, IBM Special Events, NC USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC, USA","institution_ids":["https://openalex.org/I4210090916"]},{"raw_affiliation_string":"Research Triangle Park, IBM Special Events, NC USA","institution_ids":["https://openalex.org/I1309191912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032252443","display_name":"Clay Upton","orcid":null},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clay Upton","raw_affiliation_strings":["IBM Extreme Blue Program, University of Nebraska, Lincoln, USA","IBM Extreme Blue Program and University of Nebraska, Lincoln, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Extreme Blue Program, University of Nebraska, Lincoln, USA","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"IBM Extreme Blue Program and University of Nebraska, Lincoln, USA","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.92,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97149829,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":"3","first_page":"62","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9872999787330627,"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":0.7398449778556824},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6454030275344849},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6436646580696106},{"id":"https://openalex.org/keywords/tournament","display_name":"Tournament","score":0.6360065340995789},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6106212735176086},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5168824195861816},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4901066720485687},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.48203930258750916},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4760979413986206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3884021043777466},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35307762026786804},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3495013117790222},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15732073783874512}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7398449778556824},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6454030275344849},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6436646580696106},{"id":"https://openalex.org/C136975688","wikidata":"https://www.wikidata.org/wiki/Q1320634","display_name":"Tournament","level":2,"score":0.6360065340995789},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6106212735176086},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5168824195861816},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4901066720485687},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.48203930258750916},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4760979413986206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3884021043777466},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35307762026786804},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3495013117790222},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15732073783874512},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mci.2015.2437551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mci.2015.2437551","pdf_url":null,"source":{"id":"https://openalex.org/S104797584","display_name":"IEEE Computational Intelligence Magazine","issn_l":"1556-603X","issn":["1556-603X","1556-6048"],"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 Computational Intelligence Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W280536263","https://openalex.org/W1504930038","https://openalex.org/W1527788842","https://openalex.org/W1743501494","https://openalex.org/W1870868768","https://openalex.org/W1978581090","https://openalex.org/W1988296189","https://openalex.org/W1990911977","https://openalex.org/W2008642148","https://openalex.org/W2014721449","https://openalex.org/W2015799639","https://openalex.org/W2019851168","https://openalex.org/W2030088389","https://openalex.org/W2045019103","https://openalex.org/W2046322491","https://openalex.org/W2057477841","https://openalex.org/W2064427716","https://openalex.org/W2091939286","https://openalex.org/W2097726431","https://openalex.org/W2101754961","https://openalex.org/W2106098710","https://openalex.org/W2108189095","https://openalex.org/W2111259645","https://openalex.org/W2120992022","https://openalex.org/W2132356580","https://openalex.org/W2143408306","https://openalex.org/W2154446922","https://openalex.org/W2159580756","https://openalex.org/W2791402393","https://openalex.org/W4205184193","https://openalex.org/W6630463779","https://openalex.org/W6631462865","https://openalex.org/W6637863832","https://openalex.org/W6675704460"],"related_works":["https://openalex.org/W3123786980","https://openalex.org/W4287997709","https://openalex.org/W2994965880","https://openalex.org/W3083287393","https://openalex.org/W3094108612","https://openalex.org/W3125314910","https://openalex.org/W2982074041","https://openalex.org/W2130950591","https://openalex.org/W2041858633","https://openalex.org/W2057901175"],"abstract_inverted_index":{"Major":[0],"Golf":[1,17],"and":[2,21,33,61,76,114,142,165,179,213,221,231,258,303],"Grand":[3,217],"Slam":[4,218],"Tennis":[5,24],"tournaments":[6,225],"such":[7,137,175],"as":[8,138,176,272],"Australian":[9],"Open,":[10],"The":[11,208],"Masters,":[12],"Roland":[13],"Garros,":[14],"United":[15,22,27],"States":[16,23,28],"Association":[18,25],"(USGA),":[19],"Wimbledon,":[20],"(USTA)":[26],"(US)":[29],"Open":[30],"provide":[31,90,103,182],"real-time":[32],"historical":[34],"sporting":[35],"information":[36],"to":[37,64,85,89,102,117,150,203,215,232,291],"immerse":[38],"a":[39,83,91,104,146,246],"global":[40],"fan":[41],"base":[42],"in":[43,229],"the":[44,65,70,119,188,194,233,285,293],"action.":[45],"Each":[46],"tournament":[47,148,192],"provides":[48,162],"realtime":[49],"content,":[50,181],"including":[51],"streaming":[52,135],"video,":[53],"game":[54,66],"statistics,":[55],"scores,":[56,139],"images,":[57],"schedule":[58],"of":[59,69,107,112,190,196,276],"play,":[60],"text.":[62],"Due":[63],"popularities,":[67],"some":[68,77],"web":[71,124,180,298],"servers":[72,88,108,299],"are":[73,78],"heavily":[74],"visited":[75],"not,":[79],"therefore,":[80],"we":[81,263],"need":[82],"method":[84],"autonomously":[86],"provision":[87],"smooth":[92],"user":[93],"experience.":[94],"Predictive":[95],"Cloud":[96],"Computing":[97],"(PCC)":[98],"has":[99,236],"been":[100],"developed":[101,212],"smart":[105],"allocation/deallocation":[106],"by":[109,241,281],"combining":[110],"ensembles":[111],"forecasts":[113],"predictive":[115,170,266,286],"modeling":[116],"determine":[118],"future":[120],"origin":[121,197,297],"demand":[122,153],"for":[123,155,185,300],"site":[125],"content.":[126,156],"PCC":[127,209],"distributes":[128],"processing":[129],"through":[130],"analytical":[131],"pipelines":[132],"that":[133,226,250,284],"correlate":[134],"data,":[136],"media":[140],"schedules,":[141],"player":[143],"brackets":[144],"with":[145],"future-simulated":[147],"state":[149],"measure":[151],"predicted":[152],"spikes":[154],"Social":[157],"data":[158],"streamed":[159],"from":[160,201],"Twitter":[161],"social":[163],"sentiment":[164],"popularity":[166],"features":[167,184],"used":[168],"within":[169],"modeling.":[171],"Data":[172],"at":[173],"rest,":[174],"machine":[177],"logs":[178],"additional":[183],"forecasting.":[186],"While":[187],"duration":[189],"each":[191],"varies,":[193],"number":[195],"website":[198],"requests":[199],"range":[200],"29,000":[202],"110,000":[204],"hits":[205],"per":[206],"minute.":[207],"technology":[210,288],"was":[211],"deployed":[214],"all":[216],"tennis":[219,304],"events":[220],"several":[222,265,275],"major":[223],"golf":[224,302],"took":[227],"place":[228],"2013":[230],"present,":[234],"which":[235],"decreased":[237],"wasted":[238],"computing":[239,294],"consumption":[240],"over":[242],"50%.":[243],"We":[244,279],"propose":[245],"novel":[247],"forecasting":[248],"ensemble":[249],"includes":[251],"residual,":[252],"vector,":[253],"historical,":[254],"partial,":[255],"adjusted,":[256],"cubic":[257],"quadratic":[259],"forecasters.":[260,278],"In":[261],"addition,":[262],"present":[264],"models":[267],"based":[268],"on":[269,296],"Multiple":[270],"Regression":[271],"inputs":[273],"into":[274],"these":[277],"conclude":[280],"empirically":[282],"demonstrating":[283],"cloud":[287],"is":[289],"able":[290],"forecast":[292],"load":[295],"professional":[301],"tournaments.":[305]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
