{"id":"https://openalex.org/W4411535333","doi":"https://doi.org/10.1145/3746130","title":"Enabling Anonymous Online Streaming Analytics at the Network Edge","display_name":"Enabling Anonymous Online Streaming Analytics at the Network Edge","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411535333","doi":"https://doi.org/10.1145/3746130"},"language":"en","primary_location":{"id":"doi:10.1145/3746130","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3746130","pdf_url":null,"source":{"id":"https://openalex.org/S193109227","display_name":"ACM Transactions on Computer Systems","issn_l":"0734-2071","issn":["0734-2071","1557-7333"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3746130","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045928410","display_name":"Yunming Xiao","orcid":"https://orcid.org/0000-0002-4913-4881"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yunming Xiao","raw_affiliation_strings":["University of Michigan","University of Michigan, Ann Arbor, United States"],"raw_orcid":"https://orcid.org/0000-0002-4913-4881","affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"University of Michigan, Ann Arbor, United States","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069540834","display_name":"Yanqi Gu","orcid":"https://orcid.org/0000-0001-6577-2704"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanqi Gu","raw_affiliation_strings":["University of California Irvine","University of California Irvine, Irvine, United States"],"raw_orcid":"https://orcid.org/0000-0001-6577-2704","affiliations":[{"raw_affiliation_string":"University of California Irvine","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"University of California Irvine, Irvine, United States","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095771148","display_name":"Yibo Zhao","orcid":"https://orcid.org/0009-0001-0142-0045"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yibo Zhao","raw_affiliation_strings":["Boston University","Boston University, Boston, United States"],"raw_orcid":"https://orcid.org/0009-0001-0142-0045","affiliations":[{"raw_affiliation_string":"Boston University","institution_ids":[]},{"raw_affiliation_string":"Boston University, Boston, United States","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077099321","display_name":"Sen Lin","orcid":"https://orcid.org/0000-0003-0146-167X"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sen Lin","raw_affiliation_strings":["Northwestern University","Northwestern University, Evanston, United States"],"raw_orcid":"https://orcid.org/0000-0003-0146-167X","affiliations":[{"raw_affiliation_string":"Northwestern University","institution_ids":[]},{"raw_affiliation_string":"Northwestern University, Evanston, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045865983","display_name":"Aleksandar Kuzmanovic","orcid":"https://orcid.org/0000-0003-2622-6019"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aleksandar Kuzmanovic","raw_affiliation_strings":["Northwestern University","Northwestern University, Evanston, United States"],"raw_orcid":"https://orcid.org/0000-0003-2622-6019","affiliations":[{"raw_affiliation_string":"Northwestern University","institution_ids":[]},{"raw_affiliation_string":"Northwestern University, Evanston, United States","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045928410"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06442304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"43","issue":"4","first_page":"1","last_page":"39"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T11478","display_name":"Caching and Content Delivery","score":0.9994999766349792,"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/T10237","display_name":"Cryptography and Data Security","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8849250078201294},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7045257687568665},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5867432355880737},{"id":"https://openalex.org/keywords/anonymity","display_name":"Anonymity","score":0.5627413988113403},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5328479409217834},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.5109759569168091},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4491897225379944},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4478064477443695},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.42373907566070557},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.42359286546707153},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.41809216141700745},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4142359495162964},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.29168301820755005},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.28323549032211304},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16237133741378784},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08855488896369934}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8849250078201294},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7045257687568665},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5867432355880737},{"id":"https://openalex.org/C178005623","wikidata":"https://www.wikidata.org/wiki/Q308859","display_name":"Anonymity","level":2,"score":0.5627413988113403},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5328479409217834},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.5109759569168091},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4491897225379944},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4478064477443695},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.42373907566070557},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.42359286546707153},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.41809216141700745},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4142359495162964},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.29168301820755005},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28323549032211304},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16237133741378784},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08855488896369934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3746130","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3746130","pdf_url":null,"source":{"id":"https://openalex.org/S193109227","display_name":"ACM Transactions on Computer Systems","issn_l":"0734-2071","issn":["0734-2071","1557-7333"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3746130","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3746130","pdf_url":null,"source":{"id":"https://openalex.org/S193109227","display_name":"ACM Transactions on Computer Systems","issn_l":"0734-2071","issn":["0734-2071","1557-7333"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W1523565998","https://openalex.org/W1873763122","https://openalex.org/W1970338509","https://openalex.org/W1986089277","https://openalex.org/W1994926493","https://openalex.org/W2021651899","https://openalex.org/W2031533839","https://openalex.org/W2083042205","https://openalex.org/W2129630219","https://openalex.org/W2132172731","https://openalex.org/W2142449826","https://openalex.org/W2152417697","https://openalex.org/W2153972927","https://openalex.org/W2163596844","https://openalex.org/W2173213060","https://openalex.org/W2211872228","https://openalex.org/W2345091005","https://openalex.org/W2750779823","https://openalex.org/W2772043392","https://openalex.org/W2772457693","https://openalex.org/W2801858249","https://openalex.org/W2806031607","https://openalex.org/W2912416028","https://openalex.org/W2913465514","https://openalex.org/W2914484678","https://openalex.org/W2915045403","https://openalex.org/W2947287050","https://openalex.org/W2949006873","https://openalex.org/W2950321888","https://openalex.org/W2964248614","https://openalex.org/W2968628173","https://openalex.org/W2979523842","https://openalex.org/W3000407226","https://openalex.org/W3009932891","https://openalex.org/W3025585506","https://openalex.org/W3032576743","https://openalex.org/W3044930318","https://openalex.org/W3087391814","https://openalex.org/W3102407811","https://openalex.org/W3102891118","https://openalex.org/W3120053183","https://openalex.org/W3207183145","https://openalex.org/W4205118271","https://openalex.org/W4230033334","https://openalex.org/W4237211407","https://openalex.org/W4241654984","https://openalex.org/W4249138131","https://openalex.org/W4253439680","https://openalex.org/W4253731216","https://openalex.org/W4254197176","https://openalex.org/W4286300803","https://openalex.org/W4286447321","https://openalex.org/W4296540639","https://openalex.org/W4297927038","https://openalex.org/W4299606566","https://openalex.org/W4299881015","https://openalex.org/W4301404790","https://openalex.org/W4301461621","https://openalex.org/W4302047290","https://openalex.org/W4324010586","https://openalex.org/W4387929148","https://openalex.org/W4394923733","https://openalex.org/W4401042664"],"related_works":["https://openalex.org/W3154796165","https://openalex.org/W4226266853","https://openalex.org/W2893963003","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4299701476"],"abstract_inverted_index":{"In":[0,115],"recent":[1],"years,":[2],"content":[3,135],"hyper-giants":[4],"have":[5],"increasingly":[6],"deployed":[7],"server":[8],"infrastructure":[9],"and":[10,44,109,122,145],"services":[11],"close":[12],"to":[13,55,101,187],"end-users":[14],"within":[15],"\u201ceyeball\u201d":[16],"networks.":[17],"Still,":[18],"online":[19],"streaming":[20,181],"analytics":[21,182],"has":[22],"largely":[23],"remained":[24],"unaffected":[25],"by":[26,64],"this":[27,116,120],"trend.":[28],"This":[29,82],"is":[30,40,45,62,104,113],"despite":[31],"the":[32,37,49,59,78,96,111,128,133,143],"fact":[33],"that":[34,184],"most":[35,46],"of":[36,51,147,195],"\u201cbig":[38],"data\u201d":[39],"received":[41],"in":[42,77],"real-time":[43],"valuable":[47],"at":[48,58,127,150],"time":[50],"arrival.":[52],"The":[53],"inability":[54],"process":[56],"data":[57,79,103,112,149,172],"network":[60],"edge":[61,151],"caused":[63],"a":[65,179],"common":[66],"setting":[67,83],"where":[68],"user":[69,90,129,148,157,190],"profiles,":[70],"necessary":[71],"for":[72],"analytics,":[73,191],"are":[74,92,98],"stored":[75],"deep":[76],"center":[80],"backends.":[81],"also":[84],"carries":[85],"privacy":[86],"concerns":[87],"as":[88],"such":[89],"profiles":[91],"individually":[93],"identifiable,":[94],"yet":[95],"users":[97],"almost":[99],"blind":[100],"what":[102],"associated":[105],"with":[106,192],"their":[107],"identities":[108],"how":[110],"analyzed.":[114],"article,":[117],"we":[118],"revise":[119],"arrangement,":[121],"plant":[123],"encrypted":[124],"semantic":[125,140],"cookies":[126,141],"end.":[130],"By":[131],"redesigning":[132],"cookie":[134],"without":[136],"altering":[137],"existing":[138],"protocols,":[139],"enable":[142],"capture":[144],"pre-processing":[146],"ISPs":[152],"or":[153],"CDNs":[154],"while":[155],"preserving":[156],"anonymity.":[158],"Additionally,":[159],"lightweight":[160],"cryptographic":[161],"algorithms":[162],"like":[163],"partially":[164],"homomorphic":[165],"encryption":[166],"can":[167],"protect":[168],"web":[169],"providers\u2019":[170],"proprietary":[171],"from":[173],"CDNs.":[174],"We":[175],"present":[176],"Snatch":[177],",":[178],"QUIC-based":[180],"prototype":[183],"achieves":[185],"up":[186],"200x":[188],"faster":[189],"common-case":[193],"improvements":[194],"10-30x.":[196]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
