{"id":"https://openalex.org/W3045182054","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145296","title":"A Dynamic Algorithm for Fog Computing Data Processing Decision Optimization","display_name":"A Dynamic Algorithm for Fog Computing Data Processing Decision Optimization","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3045182054","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145296","mag":"3045182054"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops49005.2020.9145296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5083711680","display_name":"Mohamed Abu Sharkh","orcid":"https://orcid.org/0000-0002-6565-6612"},"institutions":[{"id":"https://openalex.org/I191149221","display_name":"Ferris State University","ror":"https://ror.org/00cg1ev32","country_code":"US","type":"education","lineage":["https://openalex.org/I191149221"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Abu Sharkh","raw_affiliation_strings":["Digital Media Software Engineering, Ferris State University, Grand Rapids, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Media Software Engineering, Ferris State University, Grand Rapids, USA","institution_ids":["https://openalex.org/I191149221"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051458851","display_name":"Mohamad Kalil","orcid":"https://orcid.org/0000-0001-9561-7086"},"institutions":[{"id":"https://openalex.org/I4210113654","display_name":"IBM (Canada)","ror":"https://ror.org/025sxka56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210113654"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamad Kalil","raw_affiliation_strings":["IBM Analytics, IBM Canada, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Analytics, IBM Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210113654"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4862,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68000191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T12079","display_name":"IoT Networks and Protocols","score":0.9921000003814697,"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"}},{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/cloud-computing","display_name":"Cloud computing","score":0.8797276020050049},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8220539689064026},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5561524033546448},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5542852878570557},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5133844614028931},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4916401505470276},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4620470404624939},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4247274696826935},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.39065879583358765},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3658181428909302},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35064154863357544},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10755172371864319}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8797276020050049},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220539689064026},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5561524033546448},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5542852878570557},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5133844614028931},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4916401505470276},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4620470404624939},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4247274696826935},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.39065879583358765},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3658181428909302},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35064154863357544},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10755172371864319},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops49005.2020.9145296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","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":9,"referenced_works":["https://openalex.org/W2134295053","https://openalex.org/W2394115245","https://openalex.org/W2595023645","https://openalex.org/W2614052420","https://openalex.org/W2624989916","https://openalex.org/W2807237444","https://openalex.org/W2833431654","https://openalex.org/W2886667917","https://openalex.org/W2958482875"],"related_works":["https://openalex.org/W2092530219","https://openalex.org/W2388464034","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W3154796165","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Continuing":[0],"Cloud":[1,12,22,29,50,67,127,160,179,259],"service":[2,18],"challenges":[3],"like":[4],"vendor":[5],"lock-in":[6],"and":[7,37,39,96,111,166,174,258],"security":[8],"in":[9,105,123,206,230],"addition":[10],"the":[11,17,33,46,74,100,103,109,113,133,143,152,159,164,167,171,176,200,218,243,252],"clients'":[13],"increased":[14],"reliance":[15],"on":[16,73,99,129],"are":[19,69,84,240],"motivating":[20],"large":[21],"tenants":[23],"to":[24,53,86,94,107,126,131,136,138,149,158,187,198,217],"build":[25,182],"their":[26],"own":[27],"Clouds.":[28],"providers":[30,68],"still":[31,45],"have":[32,79],"advantage":[34],"(cost,":[35,254],"availability":[36],"expertise)":[38],"therefore,":[40],"a":[41,193,207],"hybrid":[42],"approach":[43],"is":[44,148],"first":[47],"choice":[48],"for":[49,204],"clients":[51],"aspiring":[52],"achieve":[54],"partial":[55],"independence.":[56],"This":[57],"promotes":[58],"utilizing":[59],"Fog":[60,89,208],"computing":[61],"architectures":[62],"where":[63,137],"resources":[64],"rented":[65],"from":[66,178,227],"supplemented":[70],"by":[71,117,191,221],"nodes":[72,90],"edge":[75,101],"of":[76,102,142,154,169,225,245],"network":[77,104,114,255],"that":[78],"limited":[80],"computational":[81],"capacity":[82],"but":[83],"closer":[85,215],"request":[87,144],"source.":[88],"offer":[91],"an":[92],"opportunity":[93],"filter":[95],"process":[97,173],"requests":[98,205],"order":[106],"distribute":[108],"load":[110],"minimize":[112],"congestion":[115],"caused":[116],"low-value":[118],"data.":[119],"A":[120],"question":[121],"is,":[122],"turn,":[124],"posed":[125],"architects":[128],"how":[130],"optimize":[132,199],"decision":[134,203],"as":[135],"perform":[139],"each":[140],"step":[141],"service.":[145],"The":[146,210],"aim":[147],"mitigate":[150],"both":[151],"risk":[153,168],"pushing":[155],"high":[156],"loads":[157],"servers":[161],"which":[162],"increases":[163],"cost;":[165],"localizing":[170],"whole":[172],"losing":[175],"benefits":[177],"services.":[180],"We":[181],"upon":[183],"our":[184],"previous":[185,228],"work":[186],"solve":[188],"this":[189],"problem":[190,253],"proposing":[192],"novel":[194],"dynamic":[195,211],"programming":[196,212],"algorithm":[197,213],"data":[201],"processing":[202],"environment.":[209],"achieves":[214],"results":[216,235],"optimal":[219,223],"solution":[220],"reaching":[222],"increments":[224],"solutions":[226],"steps":[229],"feasible":[231],"time.":[232],"Initial":[233],"experimental":[234],"comparing":[236],"5":[237],"heuristic":[238],"algorithms":[239],"presented":[241],"with":[242],"purpose":[244],"offering":[246],"insight":[247],"into":[248],"contradicting":[249],"factors":[250],"impacting":[251],"capacity,":[256],"node":[257],"capacity).":[260]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}