{"id":"https://openalex.org/W4387847129","doi":"https://doi.org/10.1145/3583780.3615997","title":"Vigil: Effective End-to-end Monitoring for Large-scale Recommender Systems at Glance","display_name":"Vigil: Effective End-to-end Monitoring for Large-scale Recommender Systems at Glance","publication_year":2023,"publication_date":"2023-10-21","ids":{"openalex":"https://openalex.org/W4387847129","doi":"https://doi.org/10.1145/3583780.3615997"},"language":"en","primary_location":{"id":"doi:10.1145/3583780.3615997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3615997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","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/A5040510840","display_name":"Priyansh Saxena","orcid":"https://orcid.org/0000-0003-1407-9752"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Priyansh Saxena","raw_affiliation_strings":["Glance, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Glance, Bangalore, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093106035","display_name":"R. Manisha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manisha R","raw_affiliation_strings":["Glance, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Glance, Bangalore, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040510840"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13500054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5249","last_page":"5250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.988099992275238,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.988099992275238,"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/T12238","display_name":"Green IT and Sustainability","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9799000024795532,"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/downtime","display_name":"Downtime","score":0.8423768281936646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6987581849098206},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6057186126708984},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5700041055679321},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5372639894485474},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.49837493896484375},{"id":"https://openalex.org/keywords/end-user","display_name":"End user","score":0.4927730858325958},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.26754701137542725},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24162951111793518},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07658657431602478}],"concepts":[{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.8423768281936646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6987581849098206},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6057186126708984},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5700041055679321},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5372639894485474},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.49837493896484375},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.4927730858325958},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.26754701137542725},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24162951111793518},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07658657431602478},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583780.3615997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3615997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4000000059604645,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320314997","display_name":"Strong","ror":"https://ror.org/041vyzr56"},{"id":"https://openalex.org/F4320316785","display_name":"VMware","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W3200660384"],"related_works":["https://openalex.org/W2046276983","https://openalex.org/W2954002293","https://openalex.org/W2892741875","https://openalex.org/W2164372000","https://openalex.org/W2078264086","https://openalex.org/W2109143577","https://openalex.org/W1985537075","https://openalex.org/W2161582432","https://openalex.org/W1972812226","https://openalex.org/W187383352"],"abstract_inverted_index":{"The":[0],"success":[1],"of":[2,32,74,83],"large-scale":[3],"recommender":[4,84],"systems":[5,85],"hinges":[6],"upon":[7],"their":[8],"ability":[9],"to":[10,16,28,78],"deliver":[11,24],"accurate":[12],"and":[13,56,62,101,125],"timely":[14],"recommendations":[15],"a":[17,72,103,114,120,126,133],"diverse":[18],"user":[19,51,63],"base.":[20],"At":[21],"Glance,":[22],"we":[23,68,111],"snackable":[25],"personalized":[26],"content":[27],"the":[29,59],"lock":[30],"screens":[31],"200M":[33],"smartphones.":[34],"In":[35,65],"this":[36,66],"context,":[37],"continuous":[38],"monitoring":[39,75,82,105],"is":[40],"paramount":[41],"as":[42],"it":[43],"safeguards":[44],"data":[45],"integrity,":[46],"detects":[47],"drifts,":[48],"addresses":[49],"evolving":[50],"preferences,":[52],"optimizes":[53],"system":[54],"downtime,":[55,124],"ultimately":[57],"augments":[58],"system's":[60],"effectiveness":[61],"satisfaction.":[64],"talk,":[67],"delve":[69],"into":[70],"Vigil,":[71],"set":[73],"practices":[76,89],"developed":[77],"provide":[79],"comprehensive":[80],"end-to-end":[81],"at":[86],"Glance.":[87],"These":[88],"revolve":[90],"around":[91],"three":[92],"key":[93],"pillars:":[94],"mitigating":[95],"developer":[96,129],"fatigue,":[97],"ensuring":[98],"precise":[99],"predictions,":[100],"establishing":[102],"centralized":[104],"framework.":[106],"By":[107],"adopting":[108],"these":[109],"practices,":[110],"have":[112],"observed":[113],"30%":[115],"reduction":[116],"in":[117,123,128,136],"compute":[118],"cost,":[119],"26%":[121],"drop":[122],"surge":[127],"productivity":[130],"demonstrated":[131],"by":[132],"45%":[134],"decrease":[135],"turnaround":[137],"time.":[138]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}