{"id":"https://openalex.org/W4388016190","doi":"https://doi.org/10.1109/aibthings58340.2023.10292484","title":"Adaptive Video Streaming: An AI-Driven Approach Leveraging Cloud and Edge Computing","display_name":"Adaptive Video Streaming: An AI-Driven Approach Leveraging Cloud and Edge Computing","publication_year":2023,"publication_date":"2023-09-16","ids":{"openalex":"https://openalex.org/W4388016190","doi":"https://doi.org/10.1109/aibthings58340.2023.10292484"},"language":"en","primary_location":{"id":"doi:10.1109/aibthings58340.2023.10292484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aibthings58340.2023.10292484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5036502044","display_name":"Mahmoud Darwich","orcid":"https://orcid.org/0000-0001-6337-5596"},"institutions":[{"id":"https://openalex.org/I106465526","display_name":"University of Mount Union","ror":"https://ror.org/022xw8j65","country_code":"US","type":"education","lineage":["https://openalex.org/I106465526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahmoud Darwich","raw_affiliation_strings":["University of Mount Union,Department of Mathematics and Computer Science,Alliance,OH,44601"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mount Union,Department of Mathematics and Computer Science,Alliance,OH,44601","institution_ids":["https://openalex.org/I106465526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014459964","display_name":"Kasem Khalil","orcid":"https://orcid.org/0000-0002-9659-8566"},"institutions":[{"id":"https://openalex.org/I368840534","display_name":"University of Mississippi","ror":"https://ror.org/02teq1165","country_code":"US","type":"education","lineage":["https://openalex.org/I368840534","https://openalex.org/I4210141039"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kasem Khalil","raw_affiliation_strings":["University of Mississippi, University,Department of Electrical and Computer Engineering,MS,38677"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mississippi, University,Department of Electrical and Computer Engineering,MS,38677","institution_ids":["https://openalex.org/I368840534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091466829","display_name":"Yasser Ismail","orcid":"https://orcid.org/0000-0001-6648-6275"},"institutions":[{"id":"https://openalex.org/I145610796","display_name":"Southern University and Agricultural and Mechanical College","ror":"https://ror.org/04r3m2882","country_code":"US","type":"education","lineage":["https://openalex.org/I145610796"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yasser Ismail","raw_affiliation_strings":["Southern University and A&#x0026;M College,Electrical Engineering Department,Baton Rouge,LA,70807"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University and A&#x0026;M College,Electrical Engineering Department,Baton Rouge,LA,70807","institution_ids":["https://openalex.org/I145610796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010023744","display_name":"Magdy Bayoumi","orcid":"https://orcid.org/0000-0002-0630-5273"},"institutions":[{"id":"https://openalex.org/I79516672","display_name":"University of Louisiana at Lafayette","ror":"https://ror.org/01x8rc503","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I79516672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Magdy Bayoumi","raw_affiliation_strings":["University of Louisiana at Lafayette,Department of Electrical and Computer Engineering,LA,70504"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Louisiana at Lafayette,Department of Electrical and Computer Engineering,LA,70504","institution_ids":["https://openalex.org/I79516672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9711,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84081848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":1.0,"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/T11165","display_name":"Image and Video Quality Assessment","score":1.0,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9821000099182129,"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":0.8755516409873962},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7282263040542603},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6044196486473083},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5956354141235352},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5684057474136353},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.5395808219909668},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.5343899726867676},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4965270161628723},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48664459586143494},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.4851315915584564},{"id":"https://openalex.org/keywords/real-time-streaming-protocol","display_name":"Real Time Streaming Protocol","score":0.4592014253139496},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39598217606544495},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34882837533950806},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.34237420558929443},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.14249500632286072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11559665203094482},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11138784885406494},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08716997504234314},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07365164160728455}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8755516409873962},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7282263040542603},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6044196486473083},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5956354141235352},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5684057474136353},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.5395808219909668},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.5343899726867676},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4965270161628723},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48664459586143494},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.4851315915584564},{"id":"https://openalex.org/C110738861","wikidata":"https://www.wikidata.org/wiki/Q682598","display_name":"Real Time Streaming Protocol","level":3,"score":0.4592014253139496},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39598217606544495},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34882837533950806},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.34237420558929443},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.14249500632286072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11559665203094482},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11138784885406494},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08716997504234314},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07365164160728455},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aibthings58340.2023.10292484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aibthings58340.2023.10292484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings)","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":16,"referenced_works":["https://openalex.org/W2069508080","https://openalex.org/W2127034683","https://openalex.org/W2150453038","https://openalex.org/W2167407752","https://openalex.org/W2583687986","https://openalex.org/W2744628735","https://openalex.org/W2993781509","https://openalex.org/W3012186415","https://openalex.org/W3029567928","https://openalex.org/W3038639680","https://openalex.org/W3094295930","https://openalex.org/W3212789239","https://openalex.org/W4224310586","https://openalex.org/W4301340643","https://openalex.org/W4381786561","https://openalex.org/W4385325141"],"related_works":["https://openalex.org/W2296736168","https://openalex.org/W2390531461","https://openalex.org/W2889355990","https://openalex.org/W1525779867","https://openalex.org/W2937344387","https://openalex.org/W2883239366","https://openalex.org/W2292972248","https://openalex.org/W2387791387","https://openalex.org/W2737613597","https://openalex.org/W2604752183"],"abstract_inverted_index":{"Video":[0],"streaming":[1,63],"efficiency":[2],"remains":[3],"a":[4,19],"major":[5],"challenge,":[6],"with":[7],"increasing":[8],"demands":[9],"for":[10,78],"high-resolution":[11],"content":[12],"and":[13,36,52,65],"minimal":[14],"buffering":[15],"times.":[16],"We":[17],"propose":[18],"novel":[20],"solution":[21],"to":[22,39,46],"enhance":[23],"user":[24],"experiences.":[25],"Our":[26,59],"approach":[27],"combines":[28],"adaptive":[29],"streaming,":[30],"AI":[31],"algorithms":[32],"predicting":[33],"network":[34,50],"conditions,":[35],"edge":[37],"computing":[38],"optimize":[40],"task":[41],"allocation.":[42],"These":[43],"technologies":[44],"aim":[45],"reduce":[47],"latency,":[48],"lower":[49],"traffic,":[51],"facilitate":[53],"seamless":[54],"transitions":[55],"in":[56,70],"video":[57,68,82],"quality.":[58],"results":[60],"improve":[61],"the":[62,79],"services":[64],"enable":[66],"real-time":[67],"applications":[69],"remote":[71],"or":[72],"mobile":[73],"environments,":[74],"presenting":[75],"substantial":[76],"implications":[77],"future":[80],"of":[81],"streaming.":[83]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
