{"id":"https://openalex.org/W4403864206","doi":"https://doi.org/10.23919/annsim61499.2024.10732445","title":"Machine Learning Based Techniques for Enhancing the Performance of Inter-Cloud Data Transfers","display_name":"Machine Learning Based Techniques for Enhancing the Performance of Inter-Cloud Data Transfers","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4403864206","doi":"https://doi.org/10.23919/annsim61499.2024.10732445"},"language":"en","primary_location":{"id":"doi:10.23919/annsim61499.2024.10732445","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/annsim61499.2024.10732445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Annual Modeling and Simulation Conference (ANNSIM)","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/A5091466947","display_name":"Juan Pablo Contreras","orcid":"https://orcid.org/0000-0002-0651-8324"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Juan Pablo Contreras","raw_affiliation_strings":["Carleton University,Department of Systems and Computer Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Systems and Computer Engineering,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102729962","display_name":"Shikharesh Majumdar","orcid":"https://orcid.org/0000-0002-2141-6844"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shikharesh Majumdar","raw_affiliation_strings":["Carleton University,Department of Systems and Computer Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Systems and Computer Engineering,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024828526","display_name":"Ali El-Haraki","orcid":null},"institutions":[{"id":"https://openalex.org/I2800934870","display_name":"Telus (Canada)","ror":"https://ror.org/040vbkv27","country_code":"CA","type":"company","lineage":["https://openalex.org/I2800934870"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali El-Haraki","raw_affiliation_strings":["Telus,Canada"],"affiliations":[{"raw_affiliation_string":"Telus,Canada","institution_ids":["https://openalex.org/I2800934870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091466947"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29703064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9251999855041504,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9251999855041504,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7773261070251465},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.750232994556427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3596562147140503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35148128867149353},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.24718371033668518}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7773261070251465},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.750232994556427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3596562147140503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35148128867149353},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24718371033668518}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/annsim61499.2024.10732445","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/annsim61499.2024.10732445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Annual Modeling and Simulation Conference (ANNSIM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2104933073","https://openalex.org/W2486141107","https://openalex.org/W2508010313","https://openalex.org/W2622055490","https://openalex.org/W2782221679","https://openalex.org/W2997604048","https://openalex.org/W3003319291","https://openalex.org/W3034666658","https://openalex.org/W3108102612","https://openalex.org/W3109356043","https://openalex.org/W3126386703","https://openalex.org/W3135894400","https://openalex.org/W3173906399","https://openalex.org/W3209585319","https://openalex.org/W4231126252","https://openalex.org/W4248542547","https://openalex.org/W4287750641","https://openalex.org/W4289821988","https://openalex.org/W4313035813","https://openalex.org/W4313045155","https://openalex.org/W4318685386","https://openalex.org/W4360980467","https://openalex.org/W4378574344","https://openalex.org/W4384697207","https://openalex.org/W4386476151","https://openalex.org/W4387027586"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"machine":[3],"learning":[4],"based":[5],"techniques":[6],"to":[7,41,63,75,78],"enhance":[8],"the":[9,31,34,43,50,79,91,95,98,101],"performance":[10,44,107],"of":[11,33,45,100],"inter-cloud":[12,16],"data":[13,23,66,70,77,88],"transfers.":[14],"The":[15,86],"systems":[17],"comprise":[18],"a":[19,26,46,55,60],"\"compute":[20],"cloud\"":[21,28],"for":[22,29],"processing":[24],"and":[25,94,103],"\"storage":[27],"storing":[30],"results":[32],"computation.":[35],"Real":[36],"world":[37],"datasets":[38,51],"are":[39,108],"used":[40],"analyze":[42],"proof-of-concept":[47,92],"prototype.":[48],"For":[49],"experimented":[52],"with,":[53],"using":[54],"recurrent":[56],"neural":[57],"network":[58,62],"or":[59],"transformer":[61],"dynamically":[64],"buffer":[65],"can":[67],"significantly":[68],"improve":[69],"transfer":[71,89],"times":[72],"in":[73],"comparison":[74],"sending":[76],"storage":[80],"cloud":[81],"without":[82],"buffering":[83],"it":[84],"first.":[85],"proposed":[87],"techniques,":[90],"prototypes,":[93],"insights":[96],"into":[97],"impact":[99],"system":[102],"workload":[104],"parameters":[105],"on":[106],"described.":[109]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
