{"id":"https://openalex.org/W4404030248","doi":"https://doi.org/10.1109/icccnt61001.2024.10723968","title":"Optimizing Content Delivery Networks for Enhanced Performance and Energy Efficiency","display_name":"Optimizing Content Delivery Networks for Enhanced Performance and Energy Efficiency","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030248","doi":"https://doi.org/10.1109/icccnt61001.2024.10723968"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10723968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10723968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5114515657","display_name":"Poluru Reddy Jahnave","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Poluru Reddy Jahnave","raw_affiliation_strings":["Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106300941","display_name":"Siwani Karna","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siwani Karna","raw_affiliation_strings":["Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107744206","display_name":"Samudrala Sai Santhoshi Haneesha","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Samudrala Sai Santhoshi Haneesha","raw_affiliation_strings":["Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024270892","display_name":"Sreebha Bhaskaran","orcid":"https://orcid.org/0000-0002-4775-1560"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sreebha Bhaskaran","raw_affiliation_strings":["Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bengaluru Amrita Vishwa Vidyapeetham,Amrita School of Computing,Dept. of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2488,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81691307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9901000261306763,"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"}},"topics":[{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9901000261306763,"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/content-delivery","display_name":"Content delivery","score":0.6484532952308655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6336017847061157},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.6077798008918762},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.41654956340789795},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28263819217681885},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12146860361099243},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10809075832366943}],"concepts":[{"id":"https://openalex.org/C2986847828","wikidata":"https://www.wikidata.org/wiki/Q269415","display_name":"Content delivery","level":2,"score":0.6484532952308655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6336017847061157},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.6077798008918762},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.41654956340789795},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28263819217681885},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12146860361099243},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10809075832366943}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10723968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10723968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W3011657088","https://openalex.org/W3062601261","https://openalex.org/W3108706820","https://openalex.org/W3120770059","https://openalex.org/W3120959647","https://openalex.org/W3123656491","https://openalex.org/W3124556566","https://openalex.org/W3129026783","https://openalex.org/W3133650893","https://openalex.org/W3192148273","https://openalex.org/W3196508157","https://openalex.org/W3201072083","https://openalex.org/W4210393119","https://openalex.org/W4312531599","https://openalex.org/W4313170989","https://openalex.org/W4377822290","https://openalex.org/W4383109779","https://openalex.org/W4388936922"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Content":[0],"Delivery":[1],"Networks":[2],"(CDNs)":[3],"are":[4],"fundamental":[5],"to":[6,57,100],"modern":[7,153],"Internet":[8],"content":[9],"distribution,":[10],"enabling":[11],"high-speed":[12],"delivery":[13],"of":[14,44,112,121,127,159],"web":[15],"pages,":[16],"videos,":[17],"and":[18,33,53,79,98,124,138,148,167],"other":[19],"online":[20],"resources.":[21],"Optimizing":[22],"caching":[23,46,96,150,161],"strategies":[24],"within":[25],"CDNs":[26],"is":[27],"crucial":[28],"for":[29,115,146],"improving":[30],"network":[31],"efficiency":[32],"ensuring":[34],"a":[35,108,119,125],"seamless":[36],"user":[37,163],"experience.":[38],"This":[39],"research":[40],"explores":[41],"the":[42,104,144,157],"efficacy":[43],"traditional":[45,133],"algorithms":[47,60],"such":[48],"as":[49],"LFU,":[50],"LRU,":[51],"RAND,":[52],"FIFO,":[54],"in":[55,135,152],"comparison":[56],"machine":[58,85],"learning":[59,86],"including":[61],"Linear":[62],"Regression":[63],"(LR),":[64],"Gradient":[65],"Boosting":[66],"(GB),":[67],"K-Nearest":[68],"Neighbours":[69],"(kNN),":[70],"Decision":[71],"Tree":[72],"(DT),":[73],"AdaBoost,":[74],"Random":[75],"Forest":[76],"(RF),":[77],"LightGBM,":[78],"XGBoost.":[80],"The":[81,141],"findings":[82],"demonstrate":[83],"that":[84],"techniques":[87],"can":[88],"significantly":[89],"enhance":[90],"CDN":[91],"performance":[92],"by":[93],"identifying":[94],"optimal":[95],"locations":[97],"adapting":[99],"traffic":[101,154],"patterns.":[102],"Notably,":[103],"XGBoost":[105],"model":[106],"achieved":[107],"cache":[109],"hit":[110,136],"rate":[111,137],"Hyperparameters":[113],"used":[114],"different":[116],"76.31":[117],"%,":[118],"latency":[120],"0.98":[122],"seconds,":[123],"throughput":[126],"$18,796.16$":[128],"requests":[129],"per":[130],"second,":[131],"surpassing":[132],"methods":[134],"overall":[139],"efficiency.":[140],"study":[142],"underscores":[143],"need":[145],"predictive":[147],"adaptive":[149],"approaches":[151],"management,":[155],"highlighting":[156],"benefits":[158],"improved":[160],"on":[162],"experience,":[164],"operational":[165],"costs,":[166],"environmental":[168],"impact.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
