{"id":"https://openalex.org/W2247899877","doi":"https://doi.org/10.1109/wf-iot.2015.7389116","title":"GeeLytics: Geo-distributed edge analytics for large scale IoT systems based on dynamic topology","display_name":"GeeLytics: Geo-distributed edge analytics for large scale IoT systems based on dynamic topology","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2247899877","doi":"https://doi.org/10.1109/wf-iot.2015.7389116","mag":"2247899877"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot.2015.7389116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot.2015.7389116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 2nd World Forum on Internet of Things (WF-IoT)","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/A5101919963","display_name":"Bin Cheng","orcid":"https://orcid.org/0000-0002-7907-9852"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bin Cheng","raw_affiliation_strings":["NEC Laboratories Europe, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe, Heidelberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024428557","display_name":"Apostolos Papageorgiou","orcid":"https://orcid.org/0000-0002-7724-9264"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Apostolos Papageorgiou","raw_affiliation_strings":["NEC Laboratories Europe, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe, Heidelberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037445523","display_name":"Flavio Cirillo","orcid":"https://orcid.org/0000-0001-5273-9366"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Flavio Cirillo","raw_affiliation_strings":["NEC Laboratories Europe, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe, Heidelberg, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033873807","display_name":"Ernoe Kovacs","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ernoe Kovacs","raw_affiliation_strings":["NEC Laboratories Europe, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe, Heidelberg, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5585,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.95125186,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"565","last_page":"570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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":0.9995999932289124,"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":0.992900013923645,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9783999919891357,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8337008953094482},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.8146929144859314},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7103703618049622},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6118713021278381},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.601839005947113},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5340377688407898},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4984259605407715},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.49682167172431946},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4404405951499939},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4123353362083435},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3942829668521881},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2887827455997467},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21833863854408264},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12723052501678467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.105584055185318},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09941154718399048}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8337008953094482},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.8146929144859314},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7103703618049622},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6118713021278381},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.601839005947113},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5340377688407898},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4984259605407715},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.49682167172431946},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4404405951499939},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4123353362083435},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3942829668521881},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2887827455997467},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21833863854408264},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12723052501678467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.105584055185318},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09941154718399048}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot.2015.7389116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot.2015.7389116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 2nd World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.47999998927116394,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320333065","display_name":"Seventh Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W598825684","https://openalex.org/W1230574503","https://openalex.org/W1524318694","https://openalex.org/W1969299781","https://openalex.org/W2004255221","https://openalex.org/W2005380621","https://openalex.org/W2008503861","https://openalex.org/W2045371716","https://openalex.org/W2063385542","https://openalex.org/W2094547360","https://openalex.org/W2114623221","https://openalex.org/W2119745055","https://openalex.org/W2913854892","https://openalex.org/W6628088091"],"related_works":["https://openalex.org/W4319453177","https://openalex.org/W4230978433","https://openalex.org/W2920657135","https://openalex.org/W4322761281","https://openalex.org/W2953080867","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W2893963003"],"abstract_inverted_index":{"High":[0],"data":[1,52,75,97,116,247],"rate":[2],"sensors":[3,12,34],"such":[4,84],"as":[5,85],"video":[6],"cameras,":[7],"audio":[8],"sensors,":[9],"and":[10,89,120,132,157,164,177,209,239,255],"motion":[11],"are":[13,35,91,106,117,125],"becoming":[14],"ubiquitous":[15],"in":[16,101,114,158,161],"the":[17,50,102,154,159,184,187,202,211,224],"Internet":[18],"of":[19,33,46,186,205],"Things":[20],"(IoT).":[21],"In":[22,167,228],"large":[23,31],"scale":[24],"IoT":[25,112],"systems":[26,113],"like":[27],"smart":[28],"cities,":[29],"a":[30,43,65,99,162,240],"number":[32],"now":[36],"widely":[37],"deployed":[38],"at":[39,153],"different":[40],"locations,":[41],"generating":[42],"huge":[44],"amount":[45],"stream":[47,81,96,150,195,246],"data.":[48],"Although":[49],"generated":[51],"provide":[53,251],"us":[54],"great":[55],"potential":[56],"to":[57,68,76,94,127,192,258],"sense":[58],"our":[59],"live":[60],"environments,":[61],"it":[62],"still":[63],"remains":[64],"big":[66],"challenge":[67],"efficiently":[69],"extract":[70],"real-time":[71,149],"results":[72,124,221],"from":[73],"sensor":[74],"make":[77],"fast":[78],"decisions.":[79],"Existing":[80],"processing":[82,151,196],"platforms,":[83],"Storm,":[86],"Spark":[87],"Streaming,":[88],"S4,":[90],"well":[92],"designed":[93,191],"process":[95],"within":[98],"cluster":[100],"Cloud,":[103],"but":[104],"they":[105],"not":[107],"suitable":[108],"for":[109,234,244],"highly":[110],"distributed":[111,241],"which":[115,146],"naturally":[118],"geo-distributed":[119],"low":[121,218],"latency":[122,219],"analytics":[123,142,220],"expected":[126],"be":[128],"shared":[129],"across":[130],"users":[131],"applications.":[133],"To":[134],"tackle":[135],"this":[136,168],"problem,":[137],"we":[138,171],"design":[139],"an":[140],"edge":[141],"platform":[143],"called":[144],"GeeLytics,":[145],"can":[147],"perform":[148],"both":[152],"network":[155],"edges":[156],"Cloud":[160],"dynamic":[163,194],"transparent":[165],"manner.":[166],"position":[169],"paper":[170],"discuss":[172],"its":[173],"use":[174],"cases,":[175],"motivation,":[176],"preliminary":[178],"architecture":[179],"design.":[180],"As":[181],"compared":[182],"with":[183],"start":[185],"art,":[188],"GeeLytics":[189,249],"is":[190],"support":[193,259],"topologies":[197],"by":[198],"taking":[199],"into":[200],"account":[201],"system":[203,213,256],"characteristics":[204],"heterogeneous":[206],"edge/Cloud":[207],"nodes":[208],"also":[210],"current":[212],"workload.":[214],"This":[215],"shall":[216,250],"achieve":[217],"while":[222],"minimizing":[223],"edge-to-Cloud":[225],"bandwidth":[226],"consumption.":[227],"addition,":[229],"using":[230],"docker":[231],"application":[232],"containers":[233],"packaging":[235],"up":[236],"deployable":[237],"tasks":[238],"pub/sub":[242],"mechanism":[243],"inter-task":[245],"routing,":[248],"better":[252],"resource":[253],"isolation":[254],"efficiency":[257],"multi-tenancy.":[260]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
