{"id":"https://openalex.org/W2958482875","doi":"https://doi.org/10.1109/iccw.2019.8756812","title":"Optimizing the Data Processing Decision for Hybrid Fog Environments","display_name":"Optimizing the Data Processing Decision for Hybrid Fog Environments","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2958482875","doi":"https://doi.org/10.1109/iccw.2019.8756812","mag":"2958482875"},"language":"en","primary_location":{"id":"doi:10.1109/iccw.2019.8756812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2019.8756812","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 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, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Analytics, IBM Canada, Ottawa, ON, 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":0.3719,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64154777,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"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":1.0,"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":1.0,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9970999956130981,"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/cloud-computing","display_name":"Cloud computing","score":0.8918899297714233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7711887359619141},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5967010259628296},{"id":"https://openalex.org/keywords/sync","display_name":"sync","score":0.5764394998550415},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3874395489692688},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3765743374824524},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3333480656147003}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8918899297714233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7711887359619141},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5967010259628296},{"id":"https://openalex.org/C3913047","wikidata":"https://www.wikidata.org/wiki/Q1956265","display_name":"sync","level":3,"score":0.5764394998550415},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3874395489692688},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3765743374824524},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3333480656147003},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccw.2019.8756812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2019.8756812","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1558616756","https://openalex.org/W1926090661","https://openalex.org/W1987800947","https://openalex.org/W2295874103","https://openalex.org/W2394115245","https://openalex.org/W2517762729","https://openalex.org/W2593210725","https://openalex.org/W2595023645","https://openalex.org/W2614052420","https://openalex.org/W2775827109","https://openalex.org/W2833431654","https://openalex.org/W6640497052"],"related_works":["https://openalex.org/W2063547430","https://openalex.org/W2524993630","https://openalex.org/W2607244263","https://openalex.org/W2234430299","https://openalex.org/W1831690014","https://openalex.org/W1561022130","https://openalex.org/W1995263003","https://openalex.org/W2222580448","https://openalex.org/W4206700937","https://openalex.org/W1971708112"],"abstract_inverted_index":{"In":[0],"the":[1,16,24,49,57,69,80,102,105,111,115,146,151,159,166,173,176,181,186,199,207,228,232,279],"Cloud,":[2,25],"computing":[3],"loads":[4,164],"found":[5],"a":[6,28,63,85,124,236,259],"new":[7,86],"virtualized":[8],"and":[9,72,113,169,175,184,203,216,258,288],"dynamically":[10],"scaling":[11],"home.":[12],"However,":[13],"because":[14],"of":[15,31,53,59,75,90,104,145,161,178,209,230],"pay-as-you-go":[17],"business":[18],"concept":[19],"that":[20],"is":[21,99,193,246],"dominant":[22],"in":[23,39,107,156,282],"scenarios":[26],"where":[27,96,140],"big":[29],"percentage":[30],"requests":[32,83],"turn":[33],"up":[34],"with":[35,248],"low-value":[36,120],"data":[37,60,70,147],"(as":[38],"incomplete,":[40],"meaningless":[41],"or":[42],"out-of-sync)":[43],"can":[44,149],"be":[45,220],"financially":[46],"detrimental":[47],"to":[48,77,79,84,109,126,132,139,141,165,198],"Cloud":[50,127,154,167,189,240,289],"tenant.":[51],"Internet":[52],"Things":[54],"offerings":[55],"expand":[56],"list":[58],"sources":[61],"for":[62,153,235],"Cloud-based":[64],"service.":[65,241],"They":[66],"also":[67],"take":[68],"filtering":[71],"pre-processing":[73],"required":[74],"services":[76],"get":[78],"core":[81],"value-returning":[82],"level.":[87],"The":[88,136],"availability":[89],"Fog":[91,200,213],"nodes":[92,201],"offers":[93],"an":[94],"opportunity":[95],"some":[97,276],"processing":[98],"done":[100],"on":[101,130],"edge":[103],"network":[106,116,170,285],"order":[108],"distribute":[110],"load":[112],"minimize":[114],"congestion":[117],"caused":[118],"by":[119,195],"data.":[121],"This":[122,191],"poses":[123],"question":[125,229],"service":[128,255],"designers":[129],"how":[131],"optimize":[133],"this":[134,224],"process.":[135],"decision":[137,233],"as":[138],"perform":[142],"each":[143],"step":[144],"management":[148],"make":[150],"difference":[152],"providers":[155],"mitigating":[157],"both":[158],"risk":[160,177],"pushing":[162],"high":[163],"servers":[168],"which":[171],"increases":[172],"cost":[174,257],"almost":[179],"localizing":[180],"whole":[182],"process":[183,192,234],"losing":[185],"benefits":[187],"from":[188],"services.":[190],"complicated":[194],"constraints":[196],"pertaining":[197],"capacity,":[202,286],"bandwidth":[204],"available.":[205],"Furthermore,":[206],"impact":[208],"realistic":[210],"factors":[211,281],"like":[212],"node":[214,287],"ownership":[215],"device":[217],"priority":[218],"must":[219],"considered.":[221],"To":[222],"tackle":[223],"challenge,":[225],"we":[226],"consider":[227],"optimizing":[231],"data-intensive":[237],"highly":[238],"distributed":[239],"A":[242],"novel":[243],"optimization":[244],"model":[245],"presented":[247],"3":[249],"alternate":[250],"objects":[251],"(request":[252],"computational":[253],"delay,":[254],"provider":[256],"weighted":[260],"multi":[261],"objective":[262],"version).":[263],"Initial":[264],"experimental":[265],"results":[266,274],"using":[267],"4":[268],"heuristic":[269],"algorithms":[270],"are":[271],"presented.":[272],"Shown":[273],"offer":[275],"insight":[277],"into":[278],"contradicting":[280],"play":[283],"(cost,":[284],"capacity).":[290]},"counts_by_year":[{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
