{"id":"https://openalex.org/W1991413556","doi":"https://doi.org/10.1109/wimob.2014.6962195","title":"Predicting mobile video inter-download times with Hidden Markov Models","display_name":"Predicting mobile video inter-download times with Hidden Markov Models","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W1991413556","doi":"https://doi.org/10.1109/wimob.2014.6962195","mag":"1991413556"},"language":"en","primary_location":{"id":"doi:10.1109/wimob.2014.6962195","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob.2014.6962195","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","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/A5055772792","display_name":"Frederic Beister","orcid":null},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Frederic Beister","raw_affiliation_strings":["University of Paderborn, Paderborn, Germany","University of Paderborn, Warburger Str.100, 33098, Germany"],"affiliations":[{"raw_affiliation_string":"University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]},{"raw_affiliation_string":"University of Paderborn, Warburger Str.100, 33098, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019777818","display_name":"Holger Karl","orcid":"https://orcid.org/0000-0002-8343-6322"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger Karl","raw_affiliation_strings":["University of Paderborn, Paderborn, Germany","University of Paderborn, Warburger Str.100, 33098, Germany"],"affiliations":[{"raw_affiliation_string":"University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]},{"raw_affiliation_string":"University of Paderborn, Warburger Str.100, 33098, Germany","institution_ids":["https://openalex.org/I206945453"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055772792"],"corresponding_institution_ids":["https://openalex.org/I206945453"],"apc_list":null,"apc_paid":null,"fwci":0.6896,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72912307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"359","last_page":"364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998000264167786,"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":0.9998000264167786,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9987000226974487,"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/T12238","display_name":"Green IT and Sustainability","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8674415946006775},{"id":"https://openalex.org/keywords/download","display_name":"Download","score":0.8030831813812256},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.676762580871582},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.599968433380127},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.5695578455924988},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5276528596878052},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.48487743735313416},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4733995199203491},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.46029412746429443},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.45000624656677246},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4475633502006531},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3780094087123871},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35282325744628906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22849997878074646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22741839289665222},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15836313366889954}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8674415946006775},{"id":"https://openalex.org/C2780154274","wikidata":"https://www.wikidata.org/wiki/Q7126717","display_name":"Download","level":2,"score":0.8030831813812256},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.676762580871582},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.599968433380127},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.5695578455924988},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5276528596878052},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.48487743735313416},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4733995199203491},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.46029412746429443},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.45000624656677246},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4475633502006531},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3780094087123871},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35282325744628906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22849997878074646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22741839289665222},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15836313366889954},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wimob.2014.6962195","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob.2014.6962195","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"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":9,"referenced_works":["https://openalex.org/W2007321142","https://openalex.org/W2018475069","https://openalex.org/W2083060805","https://openalex.org/W2118519969","https://openalex.org/W2142376175","https://openalex.org/W2144256475","https://openalex.org/W2156133547","https://openalex.org/W2167971628","https://openalex.org/W4242004578"],"related_works":["https://openalex.org/W1510894296","https://openalex.org/W2134386692","https://openalex.org/W2194396582","https://openalex.org/W2082284720","https://openalex.org/W2116722627","https://openalex.org/W2537260108","https://openalex.org/W2158700654","https://openalex.org/W2379938888","https://openalex.org/W2566202039","https://openalex.org/W4233405330"],"abstract_inverted_index":{"Saving":[0],"energy":[1],"in":[2,42,84],"mobile":[3,39,59],"networks":[4],"can":[5],"be":[6],"achieved":[7],"by":[8],"intelligently":[9],"deactivating":[10],"basestations.":[11],"One":[12],"way":[13],"to":[14,17,74],"know":[15],"when":[16,78],"activate":[18],"or":[19],"deactivate":[20],"basestations":[21],"is":[22],"understanding":[23],"user":[24,80],"behavior.":[25],"In":[26],"this":[27],"paper,":[28],"we":[29,57],"look":[30],"at":[31],"the":[32,85,95],"segment":[33],"download":[34],"behavior":[35],"of":[36,38,54],"users":[37],"video":[40,60],"streaming":[41,45],"adaptive":[43],"bit-rate":[44],"systems":[46],"with":[47],"segmented":[48],"downloads.":[49],"From":[50],"a":[51,79],"large":[52],"trace":[53],"HTTP":[55],"requests":[56],"extract":[58],"sessions":[61],"and":[62,76],"their":[63],"inter-download":[64],"times.":[65],"We":[66,87],"evaluate":[67],"if":[68],"Hidden":[69],"Markov":[70],"Models":[71],"are":[72],"feasible":[73],"model":[75,92],"predict":[77],"will":[81],"request":[82],"segments":[83],"future.":[86],"further":[88],"analyse":[89],"how":[90],"choosing":[91],"parameters":[93],"influences":[94],"prediction":[96],"quality.":[97]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}