{"id":"https://openalex.org/W3214471326","doi":"https://doi.org/10.1109/tnsm.2021.3126643","title":"Spillover Today? Predicting Traffic Overflows on Private Peering of Major Content Providers","display_name":"Spillover Today? Predicting Traffic Overflows on Private Peering of Major Content Providers","publication_year":2021,"publication_date":"2021-11-09","ids":{"openalex":"https://openalex.org/W3214471326","doi":"https://doi.org/10.1109/tnsm.2021.3126643","mag":"3214471326"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2021.3126643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2021.3126643","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","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/A5069914403","display_name":"Elad Rapaport","orcid":"https://orcid.org/0000-0003-2878-1681"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Elad Rapaport","raw_affiliation_strings":["Telekom Innovation Laboratories and the Department of Software and Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Telekom Innovation Laboratories and the Department of Software and Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067322016","display_name":"Ingmar Poese","orcid":"https://orcid.org/0000-0002-6326-9854"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ingmar Poese","raw_affiliation_strings":["Benocs GmbH, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Benocs GmbH, Berlin, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043076461","display_name":"Polina Zilberman","orcid":"https://orcid.org/0000-0003-3593-7330"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Polina Zilberman","raw_affiliation_strings":["Telekom Innovation Laboratories and the Department of Software and Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Telekom Innovation Laboratories and the Department of Software and Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004615999","display_name":"Oliver Holschke","orcid":"https://orcid.org/0000-0001-8339-8146"},"institutions":[{"id":"https://openalex.org/I4210093367","display_name":"Deutsche Telekom (Germany)","ror":"https://ror.org/00m8prc86","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210093367"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Holschke","raw_affiliation_strings":["Deutsche Telekom AG, T-Labs, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsche Telekom AG, T-Labs, Berlin, Germany","institution_ids":["https://openalex.org/I4210093367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059447087","display_name":"Rami Puzis","orcid":"https://orcid.org/0000-0002-7229-3899"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Rami Puzis","raw_affiliation_strings":["Telekom Innovation Laboratories and the Department of Software and Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, Israel"],"affiliations":[{"raw_affiliation_string":"Telekom Innovation Laboratories and the Department of Software and Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069914403"],"corresponding_institution_ids":["https://openalex.org/I124227911"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.17313958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"18","issue":"4","first_page":"4169","last_page":"4182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9988999962806702,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/peering","display_name":"Peering","score":0.8360018730163574},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.7668622136116028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6256056427955627},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5424315929412842},{"id":"https://openalex.org/keywords/internet-backbone","display_name":"Internet backbone","score":0.5317700505256653},{"id":"https://openalex.org/keywords/end-user","display_name":"End user","score":0.45393431186676025},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.4250306487083435},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4226503074169159},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.4195919930934906},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38243040442466736},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3343132734298706},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18130114674568176},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14668679237365723}],"concepts":[{"id":"https://openalex.org/C95981142","wikidata":"https://www.wikidata.org/wiki/Q772532","display_name":"Peering","level":3,"score":0.8360018730163574},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.7668622136116028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6256056427955627},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5424315929412842},{"id":"https://openalex.org/C51274741","wikidata":"https://www.wikidata.org/wiki/Q1360517","display_name":"Internet backbone","level":4,"score":0.5317700505256653},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.45393431186676025},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.4250306487083435},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4226503074169159},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.4195919930934906},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38243040442466736},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3343132734298706},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18130114674568176},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14668679237365723},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2021.3126643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2021.3126643","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1572134200","https://openalex.org/W1940675549","https://openalex.org/W1981780459","https://openalex.org/W2064675550","https://openalex.org/W2067403043","https://openalex.org/W2099657323","https://openalex.org/W2111162397","https://openalex.org/W2114975872","https://openalex.org/W2139573484","https://openalex.org/W2146502635","https://openalex.org/W2156548817","https://openalex.org/W2157374103","https://openalex.org/W2781156794","https://openalex.org/W2787753888","https://openalex.org/W2793311937","https://openalex.org/W2807536558","https://openalex.org/W2861050098","https://openalex.org/W2890096158","https://openalex.org/W2895482957","https://openalex.org/W2903158016","https://openalex.org/W2925819646","https://openalex.org/W2941512860","https://openalex.org/W2954234207","https://openalex.org/W2962883549","https://openalex.org/W2963285578","https://openalex.org/W2963432161","https://openalex.org/W2982355056","https://openalex.org/W2984356918","https://openalex.org/W2993763542","https://openalex.org/W3033989372","https://openalex.org/W3120993040","https://openalex.org/W3127084347","https://openalex.org/W3135257712","https://openalex.org/W3138222079","https://openalex.org/W3186931810","https://openalex.org/W4241999312","https://openalex.org/W6681435938","https://openalex.org/W6685562342","https://openalex.org/W6762427346"],"related_works":["https://openalex.org/W2048393641","https://openalex.org/W1545439239","https://openalex.org/W4213182241","https://openalex.org/W2175712171","https://openalex.org/W3138222079","https://openalex.org/W3147738181","https://openalex.org/W2047054047","https://openalex.org/W2497989342","https://openalex.org/W817867204","https://openalex.org/W1513562117"],"abstract_inverted_index":{"Large":[0],"content":[1,4,37,58,73,92,145],"providers":[2,14,149],"and":[3,97,104,146,179,254],"distribution":[5],"network":[6,26],"operators":[7],"usually":[8],"connect":[9],"with":[10,196,222],"large":[11,206],"Internet":[12,94,122,147,192,208],"service":[13,95,123,148,193,209],"(eyeball":[15],"networks)":[16],"through":[17,80,184],"dedicated":[18],"private":[19,25,67],"peering.":[20],"The":[21],"capacity":[22,64],"of":[23,34,65,110,136,163,176,200,219,224,258],"these":[24],"interconnects":[27],"is":[28,48],"provisioned":[29],"to":[30,56,75,125,143,150,168,215],"match":[31],"the":[32,35,40,63,66,72,77,108,111,121,126,134,152,181,186,191,211,220,229,233,237,241,245,250,256,262],"volume":[33],"real":[36],"demand":[38],"by":[39,120,232],"users.":[41],"Unfortunately,":[42],"in":[43,45,51,141,155],"cases":[44],"which":[46,185],"there":[47],"a":[49,156,173,205],"surge":[50],"traffic":[52,79,154,188,201],"demand,":[53],"(e.g.,":[54],"due":[55],"trending":[57],"or":[59],"massive":[60],"software":[61],"updates)":[62],"interconnect":[68],"may":[69],"deplete,":[70],"requiring":[71],"provider/distributor":[74],"reroute":[76],"excess":[78,153,187],"transit":[81,127],"providers.":[82,128],"Although":[83,249],"such":[84],"overflow":[85,139,170,238],"events":[86,171,221],"are":[87],"rare,":[88],"they":[89],"negatively":[90],"impact":[91,100,243],"providers,":[93,96],"end-users.":[98],"Such":[99],"includes":[101],"unexpected":[102],"delays":[103],"disruptions":[105],"that":[106],"reduce":[107],"quality":[109],"user":[112],"experience,":[113],"as":[114,116],"well":[115],"direct":[117],"costs":[118],"paid":[119],"provider":[124],"In":[129],"this":[130],"article,":[131],"we":[132],"examine":[133],"problem":[135],"predicting":[137],"an":[138,161],"event":[140],"order":[142],"enable":[144],"handle":[151],"timely":[157],"manner.":[158],"We":[159],"propose":[160],"ensemble":[162],"deep":[164],"learning":[165],"models":[166,212,259],"trained":[167,260],"predict":[169,180],"over":[172],"short-term":[174],"horizon":[175],"2\u20134":[177],"hours":[178],"specific":[182],"interconnections":[183],"will":[189],"enter":[190],"provider.":[194],"Evaluated":[195],"2.5":[197],"years":[198],"(2017-2019)":[199],"measurement":[202],"data":[203],"from":[204],"European":[207],"provider,":[210],"were":[213],"shown":[214],"successfully":[216],"recall":[217],"65%":[218],"precision":[223],"51%":[225],"on":[226,244,253],"average.":[227],"While":[228],"lockdowns":[230],"imposed":[231],"COVID-19":[234],"pandemic":[235,263],"reduced":[236],"prediction":[239],"accuracy,":[240],"pandemic\u2019s":[242],"accuracy":[246],"was":[247],"temporary.":[248],"lockdown":[251],"continued":[252],"off,":[255],"performance":[257,266],"before":[261],"regained":[264],"their":[265],"during":[267],"April-May":[268],"2020.":[269]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
