{"id":"https://openalex.org/W3215029825","doi":"https://doi.org/10.1109/sds54264.2021.9732102","title":"SmartSlice: Dynamic, self-optimization of application's QoS requests to 5G networks","display_name":"SmartSlice: Dynamic, self-optimization of application's QoS requests to 5G networks","publication_year":2021,"publication_date":"2021-12-06","ids":{"openalex":"https://openalex.org/W3215029825","doi":"https://doi.org/10.1109/sds54264.2021.9732102","mag":"3215029825"},"language":"en","primary_location":{"id":"doi:10.1109/sds54264.2021.9732102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sds54264.2021.9732102","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Eighth International Conference on Software Defined Systems (SDS)","raw_type":"proceedings-article"},"type":"preprint","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/A5100812960","display_name":"Kunal Rao","orcid":"https://orcid.org/0000-0002-0868-7420"},"institutions":[{"id":"https://openalex.org/I2800295664","display_name":"RCA (United States)","ror":"https://ror.org/010k8n340","country_code":"US","type":"company","lineage":["https://openalex.org/I2800295664"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kunal Rao","raw_affiliation_strings":["Integrated Systems, NEC Laboratories America, Inc.,Princeton,NJ","Integrated Systems, NEC Laboratories America, Inc., Princeton, NJ"],"affiliations":[{"raw_affiliation_string":"Integrated Systems, NEC Laboratories America, Inc.,Princeton,NJ","institution_ids":["https://openalex.org/I2800295664"]},{"raw_affiliation_string":"Integrated Systems, NEC Laboratories America, Inc., Princeton, NJ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017337762","display_name":"Murugan Sankaradas","orcid":"https://orcid.org/0000-0002-4608-1630"},"institutions":[{"id":"https://openalex.org/I2800295664","display_name":"RCA (United States)","ror":"https://ror.org/010k8n340","country_code":"US","type":"company","lineage":["https://openalex.org/I2800295664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murugan Sankaradas","raw_affiliation_strings":["Integrated Systems, NEC Laboratories America, Inc.,Princeton,NJ","Integrated Systems, NEC Laboratories America, Inc., Princeton, NJ"],"affiliations":[{"raw_affiliation_string":"Integrated Systems, NEC Laboratories America, Inc.,Princeton,NJ","institution_ids":["https://openalex.org/I2800295664"]},{"raw_affiliation_string":"Integrated Systems, NEC Laboratories America, Inc., Princeton, NJ","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035139117","display_name":"Vivek Aswal","orcid":null},"institutions":[{"id":"https://openalex.org/I2800295664","display_name":"RCA (United States)","ror":"https://ror.org/010k8n340","country_code":"US","type":"company","lineage":["https://openalex.org/I2800295664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vivek Aswal","raw_affiliation_strings":["Integrated Systems, NEC Laboratories America, Inc.,Princeton,NJ","Integrated Systems, NEC Laboratories America, Inc., Princeton, NJ"],"affiliations":[{"raw_affiliation_string":"Integrated Systems, NEC Laboratories America, Inc.,Princeton,NJ","institution_ids":["https://openalex.org/I2800295664"]},{"raw_affiliation_string":"Integrated Systems, NEC Laboratories America, Inc., Princeton, NJ","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042424184","display_name":"Srimat Chakradhar","orcid":"https://orcid.org/0000-0003-3530-3901"},"institutions":[{"id":"https://openalex.org/I2800295664","display_name":"RCA (United States)","ror":"https://ror.org/010k8n340","country_code":"US","type":"company","lineage":["https://openalex.org/I2800295664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srimat Chakradhar","raw_affiliation_strings":["Integrated Systems, NEC Laboratories America, Inc.,Princeton,NJ","Integrated Systems, NEC Laboratories America, Inc., Princeton, NJ"],"affiliations":[{"raw_affiliation_string":"Integrated Systems, NEC Laboratories America, Inc.,Princeton,NJ","institution_ids":["https://openalex.org/I2800295664"]},{"raw_affiliation_string":"Integrated Systems, NEC Laboratories America, Inc., Princeton, NJ","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100812960"],"corresponding_institution_ids":["https://openalex.org/I2800295664"],"apc_list":null,"apc_paid":null,"fwci":0.20443896,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50794712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9993000030517578,"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":0.9993000030517578,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9746000170707703,"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":0.8437626361846924},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.7416398525238037},{"id":"https://openalex.org/keywords/reservation","display_name":"Reservation","score":0.6187334060668945},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5543095469474792},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5269216895103455},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4927702248096466},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.47209757566452026},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.4661822021007538},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34664303064346313},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32156839966773987},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29154646396636963},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1048600971698761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8437626361846924},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.7416398525238037},{"id":"https://openalex.org/C2777632111","wikidata":"https://www.wikidata.org/wiki/Q1937518","display_name":"Reservation","level":2,"score":0.6187334060668945},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5543095469474792},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5269216895103455},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4927702248096466},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.47209757566452026},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.4661822021007538},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34664303064346313},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32156839966773987},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29154646396636963},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1048600971698761},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sds54264.2021.9732102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sds54264.2021.9732102","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Eighth International Conference on Software Defined Systems (SDS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1572243612","https://openalex.org/W1658532767","https://openalex.org/W1996256549","https://openalex.org/W2006823991","https://openalex.org/W2006890121","https://openalex.org/W2062840500","https://openalex.org/W2070076962","https://openalex.org/W2114975872","https://openalex.org/W2115957930","https://openalex.org/W2142618202","https://openalex.org/W2164513709","https://openalex.org/W2204457080","https://openalex.org/W2270330859","https://openalex.org/W2319719637","https://openalex.org/W2498785417","https://openalex.org/W2612759037","https://openalex.org/W2741038359","https://openalex.org/W2904277101","https://openalex.org/W2910790589","https://openalex.org/W2939348587","https://openalex.org/W2963863328","https://openalex.org/W3198538683","https://openalex.org/W3214770163","https://openalex.org/W4240534277","https://openalex.org/W6681053777"],"related_works":["https://openalex.org/W2133347274","https://openalex.org/W2029066835","https://openalex.org/W2369781286","https://openalex.org/W242740797","https://openalex.org/W2071880963","https://openalex.org/W2785023834","https://openalex.org/W388357004","https://openalex.org/W2130966263","https://openalex.org/W2118156076","https://openalex.org/W2116690344"],"abstract_inverted_index":{"Applications":[0],"can":[1,46],"tailor":[2],"a":[3,8,48,67,154,169,187,220,229,233,259,266],"network":[4,37,256],"slice":[5,210],"by":[6,28],"specifying":[7],"variety":[9],"of":[10,40,114,161,180,186,194,232,255],"QoS":[11,22,70,211],"attributes":[12,23],"related":[13],"to":[14,78,213,218,265],"application-specific":[15],"performance,":[16],"function":[17,173],"or":[18,118,133],"operation.":[19],"However,":[20],"some":[21],"like":[24,93],"guaranteed":[25],"bandwidth":[26,38,257],"required":[27],"the":[29,52,56,59,109,112,126,138,158,164,184,192,199],"application":[30,77,205,237],"do":[31,104],"vary":[32,47],"over":[33,238],"time.":[34],"For":[35],"example,":[36],"needs":[39],"video":[41,60,235],"streams":[42],"from":[43,141],"surveillance":[44,234],"cameras":[45],"lot":[49],"depending":[50],"on":[51,157],"environmental":[53],"conditions":[54],"and":[55,129,144,151,163,182,207,225,251],"content":[57],"in":[58,130,145,216],"streams.":[61],"In":[62,228],"this":[63,197],"paper,":[64],"we":[65,241],"propose":[66,168],"novel,":[68],"dynamic":[69],"attribute":[71],"prediction":[72,189],"technique":[73,245],"that":[74,174,202,243],"assists":[75],"any":[76],"make":[79],"optimal":[80],"resource":[81],"reservation":[82],"requests":[83,212],"at":[84],"all":[85,178],"times.":[86],"Standard":[87],"forecasting":[88,113,249],"using":[89],"traditional":[90,248],"cost":[91,172],"functions":[92],"MAE,":[94],"MSE,":[95],"RMSE,":[96],"MDA,":[97],"etc.":[98],"don't":[99],"work":[100,201],"well":[101],"because":[102],"they":[103],"not":[105],"take":[106],"into":[107,176],"account":[108,177],"direction":[110],"(whether":[111],"resources":[115],"is":[116,198],"more":[117],"less":[119],"than":[120],"needed),":[121],"magnitude":[122,150],"(by":[123],"how":[124],"much":[125],"forecast":[127,139],"deviates,":[128],"which":[131,146],"direction),":[132],"frequency":[134,152],"(how":[135],"many":[136],"times":[137],"deviates":[140],"actual":[142],"needs,":[143],"direction).":[147],"The":[148],"direction,":[149],"have":[153],"direct":[155],"impact":[156],"application's":[159,223],"accuracy":[160,224],"insights,":[162],"operational":[165,226],"costs.":[166,227],"We":[167],"new,":[170],"parameterized":[171],"takes":[175],"three":[179],"them,":[181],"guides":[183],"design":[185],"new":[188],"technique.":[190],"To":[191],"best":[193],"our":[195,244],"knowledge,":[196],"first":[200],"considers":[203],"time-varying":[204],"requirements":[206],"dynamically":[208],"adjusts":[209],"5G":[214],"networks":[215],"order":[217],"ensure":[219],"balance":[221],"between":[222],"real-world":[230],"deployment":[231],"analytics":[236],"17":[239],"cameras,":[240],"show":[242],"outperforms":[246],"other":[247],"methods,":[250],"it":[252],"saves":[253],"34%":[254],"(over":[258],"~24":[260],"hour":[261],"period)":[262],"when":[263],"compared":[264],"static,":[267],"one-time":[268],"reservation.":[269]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
