{"id":"https://openalex.org/W2891838529","doi":"https://doi.org/10.1109/scc.2018.00016","title":"Architecture for Predicting Live Video Transcoding Performance on Docker Containers","display_name":"Architecture for Predicting Live Video Transcoding Performance on Docker Containers","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2891838529","doi":"https://doi.org/10.1109/scc.2018.00016","mag":"2891838529"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/scc.2018.00016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5072716123","display_name":"Pekka P\u00e4\u00e4kk\u00f6nen","orcid":"https://orcid.org/0009-0009-2383-4263"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pekka Paakkonen","raw_affiliation_strings":["VTT Technical Research Centre of Finland Kaitov\u00e4yl\u00e4 1, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Kaitov\u00e4yl\u00e4 1, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023085661","display_name":"Antti Heikkinen","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Antti Heikkinen","raw_affiliation_strings":["VTT Technical Research Centre of Finland Kaitov\u00e4yl\u00e4 1, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Kaitov\u00e4yl\u00e4 1, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032389013","display_name":"Tommi Aihkisalo","orcid":"https://orcid.org/0000-0002-4217-6632"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tommi Aihkisalo","raw_affiliation_strings":["VTT Technical Research Centre of Finland Kaitov\u00e4yl\u00e4 1, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Kaitov\u00e4yl\u00e4 1, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.141,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":3,"citation_normalized_percentile":{"value":0.483447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":74,"max":77},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"72"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9999,"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":0.9999,"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":0.9886,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9867,"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/transcoding","display_name":"Transcoding","score":0.9714944},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6821655},{"id":"https://openalex.org/keywords/video-post-processing","display_name":"Video post-processing","score":0.51254463}],"concepts":[{"id":"https://openalex.org/C134535813","wikidata":"https://www.wikidata.org/wiki/Q1888734","display_name":"Transcoding","level":2,"score":0.9714944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8295449},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6821655},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.56861955},{"id":"https://openalex.org/C117090137","wikidata":"https://www.wikidata.org/wiki/Q7927977","display_name":"Video post-processing","level":5,"score":0.51254463},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4851814},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33133352},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.31615812},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.25451022},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23859143},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21970156},{"id":"https://openalex.org/C23431618","wikidata":"https://www.wikidata.org/wiki/Q1404672","display_name":"Multiview Video Coding","level":4,"score":0.13902953}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/scc.2018.00016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":22,"referenced_works":["https://openalex.org/W1999743491","https://openalex.org/W2045735680","https://openalex.org/W2085171512","https://openalex.org/W2088607870","https://openalex.org/W2106098710","https://openalex.org/W2119438912","https://openalex.org/W2165918425","https://openalex.org/W2254461656","https://openalex.org/W2270218991","https://openalex.org/W2293663088","https://openalex.org/W2337926537","https://openalex.org/W2465657924","https://openalex.org/W2479900407","https://openalex.org/W2511380230","https://openalex.org/W2521964828","https://openalex.org/W2525338936","https://openalex.org/W2545631043","https://openalex.org/W2558517967","https://openalex.org/W2571856485","https://openalex.org/W2572500090","https://openalex.org/W3109125500","https://openalex.org/W4250664506"],"related_works":["https://openalex.org/W572531444","https://openalex.org/W4243982015","https://openalex.org/W3034476338","https://openalex.org/W2949546778","https://openalex.org/W2945962340","https://openalex.org/W2785227142","https://openalex.org/W2112319127","https://openalex.org/W2106091781","https://openalex.org/W2052797903","https://openalex.org/W1599106346"],"abstract_inverted_index":{"Video":[0],"can":[1,134,189],"be":[2,54,70,135,190],"streamed":[3,49],"live":[4,67,92,105,128,156],"with":[5,33,137,194],"different":[6,34,120],"applications":[7],"(e.g.":[8],"YouTube":[9],"Live,":[10],"Periscope).":[11],"Typically,":[12],"the":[13,42,167,180],"video":[14,35,44,47,93,106,142],"content":[15,75],"is":[16,31,48,61,87,143,161],"adapted":[17],"for":[18,90,104,172,183],"end":[19],"users":[20],"based":[21,116,148],"on":[22,96,117,145,149],"receiving":[23],"client's":[24],"capabilities,":[25],"and":[26,186],"network":[27],"bandwidth.":[28],"The":[29,82],"adaptation":[30],"realized":[32],"representations,":[36],"which":[37,60],"are":[38],"created":[39],"by":[40,73],"transcoding":[41,51,68,94,107,121,129,157,184],"original":[43],"content.":[45],"When":[46,141],"live,":[50],"has":[52,108],"to":[53,77],"completed":[55],"within":[56,162],"real":[57],"time":[58],"constraints,":[59],"a":[62,74,97,152,163,195],"computationally":[63],"demanding":[64],"process.":[65],"Particularly,":[66,100],"should":[69],"enabled":[71],"efficiently":[72],"distributor":[76],"minimize":[78],"resource":[79,102],"provisioning":[80],"costs.":[81],"contribution":[83],"of":[84,197],"this":[85],"paper":[86],"an":[88],"architecture":[89],"predicting":[91],"performance":[95],"Docker-based":[98],"platform.":[99],"cloud":[101],"management":[103],"been":[109],"focused":[110],"on.":[111],"A":[112],"model":[113],"was":[114],"trained":[115],"measurements":[118],"in":[119,151],"configurations.":[122],"Offline":[123],"evaluation":[124],"results":[125],"indicate":[126],"that":[127],"speed":[130,158,185],"or":[131],"CPU":[132,173,187],"usage":[133,174,188],"predicted":[136],"3-8":[138],"%":[139],"accuracy.":[140],"transcoded":[144],"virtual":[146],"machines":[147],"predictions":[150],"prototype":[153],"system":[154],"(live),":[155],"prediction":[159,175],"accuracy":[160],"similar":[164],"range":[165,182],"as":[166],"offline":[168],"performance,":[169],"but":[170],"worse":[171],"(5-15%).":[176],"In":[177],"most":[178],"cases":[179],"specified":[181],"achieved":[191],"at":[192],"least":[193],"precision":[196],"76%.":[198]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2891838529","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-03-21T14:18:10.676525","created_date":"2018-09-27"}