{"id":"https://openalex.org/W3005032017","doi":"https://doi.org/10.1145/3105446","title":"Allocation with Traffic Spikes","display_name":"Allocation with Traffic Spikes","publication_year":2018,"publication_date":"2018-10-23","ids":{"openalex":"https://openalex.org/W3005032017","doi":"https://doi.org/10.1145/3105446","mag":"3005032017"},"language":"en","primary_location":{"id":"doi:10.1145/3105446","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3105446","pdf_url":null,"source":{"id":"https://openalex.org/S4210173995","display_name":"ACM Transactions on Economics and Computation","issn_l":"2167-8375","issn":["2167-8375","2167-8383"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Economics and Computation","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/A5047480720","display_name":"Hossein Esfandiari","orcid":"https://orcid.org/0000-0001-8130-6631"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hossein Esfandiari","raw_affiliation_strings":["Google Research"],"affiliations":[{"raw_affiliation_string":"Google Research","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009276272","display_name":"Nitish Korula","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nitish Korula","raw_affiliation_strings":["Google Research"],"affiliations":[{"raw_affiliation_string":"Google Research","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075598023","display_name":"Vahab Mirrokni","orcid":"https://orcid.org/0000-0001-6705-5629"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vahab Mirrokni","raw_affiliation_strings":["Google Research"],"affiliations":[{"raw_affiliation_string":"Google Research","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047480720"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":0.1845,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.60461298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":"3-4","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":1.0,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7373126149177551},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6294501423835754},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5756164193153381},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.5305799841880798},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5123149156570435},{"id":"https://openalex.org/keywords/stochastic-approximation","display_name":"Stochastic approximation","score":0.5005505084991455},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.4620714783668518},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.42166972160339355},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34454917907714844},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3409269154071808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27005836367607117},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.22932937741279602},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15207183361053467}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7373126149177551},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6294501423835754},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5756164193153381},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.5305799841880798},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5123149156570435},{"id":"https://openalex.org/C55479107","wikidata":"https://www.wikidata.org/wiki/Q97663916","display_name":"Stochastic approximation","level":3,"score":0.5005505084991455},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.4620714783668518},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.42166972160339355},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34454917907714844},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3409269154071808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27005836367607117},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.22932937741279602},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15207183361053467},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3105446","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3105446","pdf_url":null,"source":{"id":"https://openalex.org/S4210173995","display_name":"ACM Transactions on Economics and Computation","issn_l":"2167-8375","issn":["2167-8375","2167-8383"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Economics and Computation","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":23,"referenced_works":["https://openalex.org/W205662698","https://openalex.org/W1496647032","https://openalex.org/W1578666690","https://openalex.org/W1659045240","https://openalex.org/W1971443646","https://openalex.org/W2006093909","https://openalex.org/W2015324401","https://openalex.org/W2029945631","https://openalex.org/W2060049918","https://openalex.org/W2070546659","https://openalex.org/W2079669094","https://openalex.org/W2085938855","https://openalex.org/W2101199730","https://openalex.org/W2102426156","https://openalex.org/W2104224720","https://openalex.org/W2112741516","https://openalex.org/W2131951207","https://openalex.org/W2158268067","https://openalex.org/W2162656786","https://openalex.org/W2164096531","https://openalex.org/W2164649945","https://openalex.org/W2170675255","https://openalex.org/W2963784584"],"related_works":["https://openalex.org/W2124181538","https://openalex.org/W3207830353","https://openalex.org/W4286899070","https://openalex.org/W4323366756","https://openalex.org/W2734989445","https://openalex.org/W2403770454","https://openalex.org/W4285259204","https://openalex.org/W3012647659","https://openalex.org/W2118205332","https://openalex.org/W1574974856"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"Internet":[2],"advertising":[3],"applications,":[4],"online":[5,106,115,126,163,215],"allocation":[6],"problems":[7],"have":[8,140],"been":[9,74],"studied":[10],"extensively":[11],"in":[12,42,83,125,131,179,202],"various":[13],"adversarial":[14,20,85],"and":[15,86],"stochastic":[16,29,87,116,135,159],"models.":[17],"While":[18],"the":[19,28,51,84,120,134,222],"arrival":[21,35],"models":[22,36],"are":[23,150,197],"too":[24],"pessimistic,":[25],"many":[26],"of":[27,53,100,122,146,190,208,221],"(such":[30],"as":[31],"i.i.d.":[32],"or":[33,62],"random-order)":[34],"do":[37],"not":[38,93,198],"realistically":[39],"capture":[40],"uncertainty":[41,49],"predictions.":[43,170],"A":[44],"significant":[45],"cause":[46],"for":[47,137,175,217],"such":[48],"is":[50],"presence":[52],"unpredictable":[54],"traffic":[55,123],"spikes,":[56],"often":[57],"due":[58],"to":[59,76,133,168],"breaking":[60],"news":[61],"similar":[63],"events.":[64],"To":[65],"address":[66],"this":[67,90,109,180,203],"issue,":[68],"a":[69,113,158,188,206,218],"simultaneous":[70,223],"approximation":[71,224],"framework":[72,91],"has":[73],"proposed":[75],"develop":[77],"algorithms":[78,95,155,178,196,216],"that":[79,96,118,149,156,165,194],"work":[80],"well":[81],"both":[82],"models;":[88],"however,":[89],"does":[92],"enable":[94],"make":[97],"good":[98,141],"use":[99],"partially":[101],"accurate":[102],"forecasts":[103],"when":[104],"making":[105],"decisions.":[107],"In":[108,128],"article,":[110],"we":[111,139,211],"propose":[112],"robust":[114],"model":[117],"captures":[119],"nature":[121],"spikes":[124],"advertising.":[127],"our":[129,176,184,195,209],"model,":[130],"addition":[132],"input":[136],"which":[138],"forecasting,":[142],"an":[143,162],"unknown":[144],"number":[145],"impressions":[147],"arrive":[148],"adversarially":[151],"chosen.":[152],"We":[153,171,182],"design":[154],"combine":[157],"algorithm":[160,164],"with":[161,187],"adaptively":[166],"reacts":[167],"inaccurate":[169],"provide":[172],"provable":[173],"bounds":[174],"new":[177],"framework.":[181,204,225],"accompany":[183],"positive":[185],"results":[186,192],"set":[189],"hardness":[191],"showing":[193],"far":[199],"from":[200],"optimal":[201],"As":[205],"byproduct":[207],"results,":[210],"also":[212],"present":[213],"improved":[214],"slight":[219],"variant":[220]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}