{"id":"https://openalex.org/W4293582194","doi":"https://doi.org/10.1186/s13677-022-00304-7","title":"DSTS: A hybrid optimal and deep learning for dynamic scalable task scheduling on container cloud environment","display_name":"DSTS: A hybrid optimal and deep learning for dynamic scalable task scheduling on container cloud environment","publication_year":2022,"publication_date":"2022-08-30","ids":{"openalex":"https://openalex.org/W4293582194","doi":"https://doi.org/10.1186/s13677-022-00304-7"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-022-00304-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00304-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00304-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00304-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008660125","display_name":"Saravanan Muniswamy","orcid":"https://orcid.org/0009-0005-0516-1393"},"institutions":[{"id":"https://openalex.org/I157674215","display_name":"Presidency University","ror":"https://ror.org/04xgbph11","country_code":"IN","type":"education","lineage":["https://openalex.org/I157674215"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saravanan Muniswamy","raw_affiliation_strings":["Department of Computer Science and Engineering, School of Engineering, Presidency University, Bengaluru, Karnataka, 560064, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, School of Engineering, Presidency University, Bengaluru, Karnataka, 560064, India","institution_ids":["https://openalex.org/I157674215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061802968","display_name":"Radhakrishnan Vignesh","orcid":"https://orcid.org/0000-0002-2454-7356"},"institutions":[{"id":"https://openalex.org/I157674215","display_name":"Presidency University","ror":"https://ror.org/04xgbph11","country_code":"IN","type":"education","lineage":["https://openalex.org/I157674215"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Radhakrishnan Vignesh","raw_affiliation_strings":["Department of Computer Science and Engineering, School of Engineering, Presidency University, Bengaluru, Karnataka, 560064, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, School of Engineering, Presidency University, Bengaluru, Karnataka, 560064, India","institution_ids":["https://openalex.org/I157674215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":9.8786,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.9814052,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9902999997138977,"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":0.8546727895736694},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8287516832351685},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6504867672920227},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6438597440719604},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.6284760236740112},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.5747094750404358},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5730095505714417},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5701501965522766},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.28663936257362366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8546727895736694},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8287516832351685},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6504867672920227},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6438597440719604},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.6284760236740112},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.5747094750404358},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5730095505714417},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5701501965522766},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.28663936257362366},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-022-00304-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00304-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00304-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9a57747630084af4ae40d6048f63925d","is_oa":true,"landing_page_url":"https://doaj.org/article/9a57747630084af4ae40d6048f63925d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 11, Iss 1, Pp 1-19 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-022-00304-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00304-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-022-00304-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293582194.pdf","grobid_xml":"https://content.openalex.org/works/W4293582194.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W613504204","https://openalex.org/W1412743314","https://openalex.org/W1927383638","https://openalex.org/W1982100514","https://openalex.org/W1998792047","https://openalex.org/W2008506200","https://openalex.org/W2013219152","https://openalex.org/W2036622189","https://openalex.org/W2039134578","https://openalex.org/W2056983533","https://openalex.org/W2062151824","https://openalex.org/W2093521696","https://openalex.org/W2094469697","https://openalex.org/W2106046273","https://openalex.org/W2112204673","https://openalex.org/W2114296561","https://openalex.org/W2115397136","https://openalex.org/W2123239219","https://openalex.org/W2126293855","https://openalex.org/W2290712622","https://openalex.org/W2291569619","https://openalex.org/W2782593843","https://openalex.org/W2794554715","https://openalex.org/W2883054131","https://openalex.org/W2925928617","https://openalex.org/W2954936280","https://openalex.org/W2965140821","https://openalex.org/W2972120329","https://openalex.org/W3015656879","https://openalex.org/W3032618778","https://openalex.org/W3048086351","https://openalex.org/W3080320376","https://openalex.org/W3088563198","https://openalex.org/W3091940280","https://openalex.org/W3137448811","https://openalex.org/W3138617002","https://openalex.org/W3160605505","https://openalex.org/W4229499233","https://openalex.org/W4240075522"],"related_works":["https://openalex.org/W2088620127","https://openalex.org/W2743348030","https://openalex.org/W2947629119","https://openalex.org/W1963799338","https://openalex.org/W2542775576","https://openalex.org/W2900408237","https://openalex.org/W2036412865","https://openalex.org/W2906562101","https://openalex.org/W2545334782","https://openalex.org/W2160597328"],"abstract_inverted_index":{"Abstract":[0],"Containers":[1],"have":[2],"grown":[3],"into":[4],"the":[5,115,136,139,151],"most":[6],"dependable":[7],"and":[8,20,37,47,101,150],"lightweight":[9],"virtualization":[10],"platform":[11],"for":[12,51,98,110,131],"delivering":[13],"cloud":[14,23,34,59],"services,":[15,25],"offering":[16],"flexible":[17],"sorting,":[18],"portability,":[19],"scalability.":[21],"In":[22],"container":[24,58],"planner":[26],"components":[27],"play":[28],"a":[29,72,92,102,123],"critical":[30],"role.":[31],"This":[32],"enhances":[33],"resource":[35],"workloads":[36],"diversity":[38],"performance":[39],"while":[40],"lowering":[41],"costs.":[42],"We":[43],"present":[44,157],"hybrid":[45],"optimum":[46],"deep":[48,124],"learning":[49],"approach":[50],"dynamic":[52,132],"scalable":[53],"task":[54,99,116],"scheduling":[55],"(DSTS)":[56],"in":[57,61],"environment":[60],"this":[62],"research.":[63],"To":[64],"expand":[65],"containers":[66],"virtual":[67],"resources,":[68],"we":[69,90],"first":[70],"offer":[71],"modified":[73,93],"multi-swarm":[74],"coyote":[75],"optimization":[76,95],"(MMCO)":[77],"method,":[78],"which":[79,129],"improves":[80],"customer":[81],"service":[82],"level":[83],"agreements.":[84],"Then,":[85],"to":[86,156],"assure":[87],"priority-based":[88,133],"scheduling,":[89],"create":[91],"pigeon-inspired":[94],"(MPIO)":[96],"method":[97],"clustering":[100],"rapid":[103],"adaptive":[104],"feedback":[105],"recurrent":[106],"neural":[107,126],"network":[108,127],"(FARNN)":[109],"pre-virtual":[111],"CPU":[112],"allocation.":[113],"Meanwhile,":[114],"load":[117],"monitoring":[118],"system":[119],"is":[120],"built":[121],"on":[122],"convolutional":[125],"(DCNN),":[128],"allows":[130],"scheduling.":[134],"Finally,":[135],"presentation":[137],"of":[138],"planned":[140],"DSTS":[141],"methodology":[142],"will":[143,153],"be":[144,154],"estimated":[145],"utilizing":[146],"various":[147],"test":[148],"vectors,":[149],"results":[152],"associated":[155],"state-of-the-art":[158],"techniques.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}