{"id":"https://openalex.org/W4383749597","doi":"https://doi.org/10.1109/ccgrid57682.2023.00054","title":"A Cloud-Fog Architecture for Video Analytics on Large Scale Camera Networks Using Semantic Scene Analysis","display_name":"A Cloud-Fog Architecture for Video Analytics on Large Scale Camera Networks Using Semantic Scene Analysis","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4383749597","doi":"https://doi.org/10.1109/ccgrid57682.2023.00054"},"language":"en","primary_location":{"id":"doi:10.1109/ccgrid57682.2023.00054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccgrid57682.2023.00054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid)","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/A5017525996","display_name":"Kunal Jain","orcid":"https://orcid.org/0000-0002-7689-3760"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kunal Jain","raw_affiliation_strings":["International Institute of Information Technology,Hyderabad","International Institute of Information Technology, Hyderabad"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,Hyderabad","institution_ids":["https://openalex.org/I64189192"]},{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104141493","display_name":"Kishan Sairam Adapa","orcid":null},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kishan Sairam Adapa","raw_affiliation_strings":["International Institute of Information Technology,Hyderabad","International Institute of Information Technology, Hyderabad"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,Hyderabad","institution_ids":["https://openalex.org/I64189192"]},{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087613738","display_name":"Kunwar Shaanjeet Singh Grover","orcid":"https://orcid.org/0009-0001-9915-2885"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kunwar Grover","raw_affiliation_strings":["International Institute of Information Technology,Hyderabad","International Institute of Information Technology, Hyderabad"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,Hyderabad","institution_ids":["https://openalex.org/I64189192"]},{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038936106","display_name":"Ravi Kiran Sarvadevabhatla","orcid":"https://orcid.org/0000-0003-4134-1154"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ravi Kiran Sarvadevabhatla","raw_affiliation_strings":["International Institute of Information Technology,Hyderabad","International Institute of Information Technology, Hyderabad"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,Hyderabad","institution_ids":["https://openalex.org/I64189192"]},{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008869877","display_name":"Suresh Purini","orcid":"https://orcid.org/0000-0001-5094-995X"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suresh Purini","raw_affiliation_strings":["International Institute of Information Technology,Hyderabad","International Institute of Information Technology, Hyderabad"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,Hyderabad","institution_ids":["https://openalex.org/I64189192"]},{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad","institution_ids":["https://openalex.org/I64189192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5017525996"],"corresponding_institution_ids":["https://openalex.org/I64189192"],"apc_list":null,"apc_paid":null,"fwci":0.2456,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50912561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"513","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9988999962806702,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9986000061035156,"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/computer-science","display_name":"Computer science","score":0.8889765739440918},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7355518341064453},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7000798583030701},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6601163148880005},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47351670265197754},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4144347608089447},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41221657395362854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3663371205329895},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2444729208946228}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8889765739440918},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7355518341064453},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7000798583030701},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6601163148880005},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47351670265197754},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4144347608089447},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41221657395362854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3663371205329895},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2444729208946228},{"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/ccgrid57682.2023.00054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccgrid57682.2023.00054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1944559940","https://openalex.org/W1987509311","https://openalex.org/W2316303256","https://openalex.org/W2605982830","https://openalex.org/W2807214292","https://openalex.org/W2896225285","https://openalex.org/W2902495740","https://openalex.org/W2961742360","https://openalex.org/W2972469049","https://openalex.org/W2990015310","https://openalex.org/W3020340292","https://openalex.org/W3107503524","https://openalex.org/W3118677314","https://openalex.org/W3121032888","https://openalex.org/W3157789903","https://openalex.org/W3168243772","https://openalex.org/W3171303442","https://openalex.org/W4212774754","https://openalex.org/W4288329833","https://openalex.org/W4313447176","https://openalex.org/W4387969510","https://openalex.org/W6767549592"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,105,143],"scalable":[4],"distributed":[5,145],"video":[6,14,47,63,86,101],"analytics":[7,131],"framework":[8],"that":[9],"can":[10,78],"process":[11,99],"thousands":[12],"of":[13,46,62,138],"streams":[15,102],"from":[16,49],"sources":[17],"such":[18],"as":[19],"CCTV":[20,52],"cameras":[21],"using":[22],"semantic":[23,41],"scene":[24,42],"analysis.":[25],"The":[26,109,151],"main":[27],"idea":[28],"is":[29,93,170],"to":[30,58,96,163,172],"deploy":[31],"deep":[32,120,177],"learning":[33,121,178],"pipelines":[34,122,179],"on":[35,66,73,104,112],"the":[36,50,59,74,100,113,125,136,139,165,175],"fog":[37,114],"nodes":[38,115],"and":[39,83,98,132,169,180],"generate":[40],"description":[43],"records":[44],"(SDRs)":[45],"feeds":[48],"associated":[51],"cameras.":[53],"These":[54],"SDRs":[55,71],"are":[56],"transmitted":[57],"cloud":[60,75],"instead":[61],"frames":[64],"saving":[65],"network":[67],"bandwidth.":[68],"Using":[69],"these":[70],"stored":[72],"database,":[76],"we":[77],"answer":[79],"many":[80],"complex":[81],"queries":[82,158],"perform":[84],"rich":[85],"analytics,":[87],"within":[88],"extremely":[89],"low":[90],"latencies.":[91],"There":[92],"no":[94],"need":[95],"scan":[97],"again":[103],"per":[106],"query":[107,166],"basis.":[108],"software":[110],"architecture":[111],"allows":[116],"for":[117,147],"integrating":[118],"new":[119],"dynamically":[123],"into":[124],"existing":[126],"system,":[127],"thereby":[128],"supporting":[129],"novel":[130,144],"queries.":[133],"We":[134],"demonstrate":[135],"effectiveness":[137],"system":[140],"by":[141],"proposing":[142],"algorithm":[146,153],"real-time":[148],"vehicle":[149],"pursuit.":[150],"proposed":[152],"involves":[154],"asking":[155],"multiple":[156],"spatio-temporal":[157],"in":[159,174],"an":[160],"adaptive":[161],"fashion":[162],"reduce":[164],"processing":[167],"time":[168],"robust":[171],"inaccuracies":[173],"deployed":[176],"camera":[181],"failures.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
