{"id":"https://openalex.org/W3174134520","doi":"https://doi.org/10.1007/s40747-021-00434-6","title":"Implementation analysis of IoT-based offloading frameworks on cloud/edge computing for sensor generated big data","display_name":"Implementation analysis of IoT-based offloading frameworks on cloud/edge computing for sensor generated big data","publication_year":2021,"publication_date":"2021-06-19","ids":{"openalex":"https://openalex.org/W3174134520","doi":"https://doi.org/10.1007/s40747-021-00434-6","mag":"3174134520"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-021-00434-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-021-00434-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-021-00434-6.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-021-00434-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110358853","display_name":"Karan Bajaj","orcid":"https://orcid.org/0000-0002-6063-1280"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Karan Bajaj","raw_affiliation_strings":["Chitkara University School of Engineering and Technology, Chitkara University, Himachal Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University School of Engineering and Technology, Chitkara University, Himachal Pradesh, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057555412","display_name":"Bhisham Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhisham Sharma","raw_affiliation_strings":["Chitkara University School of Engineering and Technology, Chitkara University, Himachal Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-3400-3504","affiliations":[{"raw_affiliation_string":"Chitkara University School of Engineering and Technology, Chitkara University, Himachal Pradesh, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036120568","display_name":"Raman Singh","orcid":"https://orcid.org/0000-0002-6839-5454"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Raman Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India","institution_ids":["https://openalex.org/I162030827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110358853"],"corresponding_institution_ids":["https://openalex.org/I74319210"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":20.016,"has_fulltext":true,"cited_by_count":140,"citation_normalized_percentile":{"value":0.99639627,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"8","issue":"5","first_page":"3641","last_page":"3658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9858999848365784,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9742000102996826,"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":0.8169668912887573},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7742613554000854},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.7040098905563354},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6410757303237915},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6365870237350464},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5658591985702515},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4944741725921631},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4687402844429016},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.44878649711608887},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.42854470014572144},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.31856614351272583},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11786562204360962},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09264662861824036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8169668912887573},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7742613554000854},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.7040098905563354},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6410757303237915},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6365870237350464},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5658591985702515},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4944741725921631},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4687402844429016},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.44878649711608887},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.42854470014572144},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.31856614351272583},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11786562204360962},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09264662861824036},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40747-021-00434-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-021-00434-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-021-00434-6.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Complex & Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s40747-021-00434-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-021-00434-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-021-00434-6.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323432","display_name":"Chitkara University","ror":"https://ror.org/057d6z539"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3174134520.pdf","grobid_xml":"https://content.openalex.org/works/W3174134520.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W1497586388","https://openalex.org/W1882088395","https://openalex.org/W1982853831","https://openalex.org/W2023380813","https://openalex.org/W2056165903","https://openalex.org/W2086240082","https://openalex.org/W2087802636","https://openalex.org/W2088431220","https://openalex.org/W2088692353","https://openalex.org/W2101788345","https://openalex.org/W2121746381","https://openalex.org/W2132092437","https://openalex.org/W2144554277","https://openalex.org/W2145339207","https://openalex.org/W2153416687","https://openalex.org/W2158185739","https://openalex.org/W2164598857","https://openalex.org/W2167550903","https://openalex.org/W2179214540","https://openalex.org/W2182428369","https://openalex.org/W2273524818","https://openalex.org/W2279440732","https://openalex.org/W2318975454","https://openalex.org/W2414114959","https://openalex.org/W2472413865","https://openalex.org/W2479240051","https://openalex.org/W2531320996","https://openalex.org/W2548601994","https://openalex.org/W2575270978","https://openalex.org/W2581042172","https://openalex.org/W2586389052","https://openalex.org/W2586695604","https://openalex.org/W2591728639","https://openalex.org/W2591960928","https://openalex.org/W2738590099","https://openalex.org/W2752707359","https://openalex.org/W2768152971","https://openalex.org/W2770373332","https://openalex.org/W2770587725","https://openalex.org/W2770623835","https://openalex.org/W2792960361","https://openalex.org/W2797555144","https://openalex.org/W2798855314","https://openalex.org/W2802528223","https://openalex.org/W2803216553","https://openalex.org/W2885631546","https://openalex.org/W2888569660","https://openalex.org/W2889152318","https://openalex.org/W2896952648","https://openalex.org/W2911353037","https://openalex.org/W2912806643","https://openalex.org/W2921813217","https://openalex.org/W2942267387","https://openalex.org/W2942350290","https://openalex.org/W2959224859","https://openalex.org/W2978562758","https://openalex.org/W2981552608","https://openalex.org/W2982760504","https://openalex.org/W2993170066","https://openalex.org/W2995455943","https://openalex.org/W3007193271","https://openalex.org/W3010954678","https://openalex.org/W3083631507","https://openalex.org/W3096790059","https://openalex.org/W3134455103","https://openalex.org/W4233053438","https://openalex.org/W4234816175","https://openalex.org/W4285719527","https://openalex.org/W6639212891"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2894114519","https://openalex.org/W4282941432","https://openalex.org/W2920581164","https://openalex.org/W4309428690","https://openalex.org/W3200145713","https://openalex.org/W4206961923","https://openalex.org/W4285198284","https://openalex.org/W3134378165"],"abstract_inverted_index":{"Abstract":[0],"The":[1,64],"Internet":[2],"of":[3,14,138,146,167,179,227,232],"Things":[4],"(IoT)":[5],"applications":[6,86],"and":[7,46,75,79,87,99,113,156,196,204,215,230],"services":[8,88],"are":[9,71,90,199,241],"increasingly":[10],"becoming":[11],"a":[12,159,175],"part":[13],"daily":[15],"life;":[16],"from":[17],"smart":[18,21],"homes":[19],"to":[20,55,108,122,150,158,162],"cities,":[22],"industry,":[23],"agriculture,":[24],"it":[25,51],"is":[26,52,154],"penetrating":[27],"practically":[28],"in":[29,72,133],"every":[30],"domain.":[31],"Data":[32],"collected":[33,66],"over":[34,43],"the":[35,40,44,48,58,61,68,126,135,144,152,164,180,207,225,233],"IoT":[36,139,168],"applications,":[37],"mostly":[38],"through":[39],"sensors":[41,70],"connected":[42],"devices,":[45],"with":[47,206],"increasing":[49],"demand,":[50],"not":[53],"possible":[54],"process":[56],"all":[57],"data":[59,65,119],"on":[60,193,224],"devices":[62,124],"itself.":[63],"by":[67],"device":[69],"vast":[73],"amount":[74],"require":[76,92],"high-speed":[77],"computation":[78,102,115],"processing,":[80],"which":[81],"demand":[82],"advanced":[83],"resources.":[84],"Various":[85],"that":[89,161],"crucial":[91,176],"meeting":[93],"multiple":[94],"performance":[95,111,165,198],"parameters":[96,112],"like":[97],"time-sensitivity":[98],"energy":[100],"efficiency,":[101],"offloading":[103,120,153,172,239],"framework":[104],"comes":[105],"into":[106],"play":[107,174],"meet":[109,163],"these":[110],"extreme":[114],"requirements.":[116],"Computation":[117],"or":[118,125,128,148],"tasks":[121],"nearby":[123],"fog":[127],"cloud":[129],"structure":[130],"can":[131,173],"aid":[132],"achieving":[134],"resource":[136],"requirements":[137,166],"applications.":[140],"In":[141],"this":[142],"paper,":[143],"role":[145],"context":[147],"situation":[149],"perform":[151],"studied":[155],"drawn":[157,228],"conclusion,":[160],"enabled":[169],"services,":[170],"context-based":[171],"role.":[177],"Some":[178],"existing":[181,234],"frameworks":[182],"EMCO,":[183],"MobiCOP-IoT,":[184],"Autonomic":[185],"Management":[186],"Framework,":[187,191],"CSOS,":[188],"Fog":[189],"Computing":[190,210],"based":[192],"their":[194],"novelty":[195],"optimum":[197],"taken":[200],"for":[201,218],"implementation":[202],"analysis":[203],"compared":[205],"MAUI,":[208],"AnyRun":[209],"(ARC),":[211],"AutoScaler,":[212],"Edge":[213],"computing":[214],"Context-Sensitive":[216],"Model":[217],"Offloading":[219],"System":[220],"(CoSMOS)":[221],"frameworks.":[222],"Based":[223],"study":[226],"results":[229],"limitations":[231],"frameworks,":[235],"future":[236],"directions":[237],"under":[238],"scenarios":[240],"discussed.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":33},{"year":2022,"cited_by_count":67},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}