{"id":"https://openalex.org/W2885224200","doi":"https://doi.org/10.1109/icufn.2018.8436821","title":"Reduction Scheme for Sensor-Data Transmission on a Big Data Streaming Platform","display_name":"Reduction Scheme for Sensor-Data Transmission on a Big Data Streaming Platform","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2885224200","doi":"https://doi.org/10.1109/icufn.2018.8436821","mag":"2885224200"},"language":"en","primary_location":{"id":"doi:10.1109/icufn.2018.8436821","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2018.8436821","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Tenth International Conference on Ubiquitous and Future Networks (ICUFN)","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/A5100714602","display_name":"Yi\u2010Wei Huang","orcid":"https://orcid.org/0000-0002-8598-9676"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Wei Huang","raw_affiliation_strings":["Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100867626","display_name":"Sheng-Tzong Cheng","orcid":"https://orcid.org/0000-0003-3651-5260"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Tzong Cheng","raw_affiliation_strings":["Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0963949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"244","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9980999827384949,"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/T11478","display_name":"Caching and Content Delivery","score":0.9980999827384949,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9955000281333923,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9925000071525574,"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/computer-science","display_name":"Computer science","score":0.8107337951660156},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7965182065963745},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5999672412872314},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5739731788635254},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.5710346102714539},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5397046804428101},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.5238404273986816},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5193015933036804},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4941118061542511},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4940512478351593},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.47999876737594604},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4766945540904999},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45133548974990845},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4411277174949646},{"id":"https://openalex.org/keywords/sensor-node","display_name":"Sensor node","score":0.41163715720176697},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3800598978996277},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31965500116348267},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.24858781695365906},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.21628767251968384},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.19907128810882568},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.15669691562652588},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1135227382183075},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11111330986022949}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8107337951660156},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7965182065963745},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5999672412872314},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5739731788635254},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.5710346102714539},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5397046804428101},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.5238404273986816},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5193015933036804},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4941118061542511},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4940512478351593},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.47999876737594604},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4766945540904999},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45133548974990845},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4411277174949646},{"id":"https://openalex.org/C111185680","wikidata":"https://www.wikidata.org/wiki/Q3866206","display_name":"Sensor node","level":5,"score":0.41163715720176697},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3800598978996277},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31965500116348267},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24858781695365906},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.21628767251968384},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.19907128810882568},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.15669691562652588},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1135227382183075},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11111330986022949},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icufn.2018.8436821","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn.2018.8436821","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Tenth International Conference on Ubiquitous and Future Networks (ICUFN)","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":7,"referenced_works":["https://openalex.org/W2074410942","https://openalex.org/W2085880494","https://openalex.org/W2107106521","https://openalex.org/W2130403046","https://openalex.org/W2189465200","https://openalex.org/W6607470253","https://openalex.org/W6687322159"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W1001352512","https://openalex.org/W4382618745","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W2748922771","https://openalex.org/W1987128138","https://openalex.org/W2743976221"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,135,154],"sensor":[3,77],"technology":[4,90],"has":[5],"led":[6],"to":[7,16,29,44,68,83,129,146],"varieties":[8],"of":[9,58,102],"sensors.":[10],"Problems":[11],"facing":[12],"now":[13],"is":[14,25,144],"how":[15],"exploit":[17],"and":[18,65,125],"compute":[19],"these":[20,31],"data":[21,75,98,106,139,148],"efficiently.":[22],"Map":[23],"Reduce":[24],"a":[26,52,117,127,131,136],"programming":[27],"model":[28],"solve":[30,45],"problem.":[32],"However,":[33,48],"it":[34],"may":[35],"cause":[36],"I/O":[37],"bottleneck.":[38,53],"In-memory":[39],"computing":[40],"(IMC)":[41],"comes":[42],"up":[43],"the":[46,56,60,63,141,155],"problems.":[47],"network":[49],"bandwidth":[50],"remains":[51],"It":[54,96,143],"restricts":[55],"speed":[57],"receiving":[59],"information":[61,67],"from":[62,76,140],"source":[64],"dispersing":[66],"each":[69],"node.":[70],"To":[71],"our":[72],"observation,":[73],"some":[74],"devices":[78],"might":[79],"be":[80,92],"similar":[81],"due":[82],"temporal":[84],"or":[85],"spatial":[86],"dependency.":[87],"Therefore,":[88],"compression":[89,133],"could":[91],"an":[93,111],"effective":[94,112],"solution.":[95],"replaces":[97],"with":[99,150],"smaller":[100],"sizes":[101],"streams":[103],"for":[104],"improving":[105],"utilization.":[107],"This":[108],"study":[109],"presents":[110],"reduce":[113,147],"transmission":[114,149],"scheme":[115],"on":[116],"distributed":[118],"real-time":[119,157],"IMC":[120],"platform-Spark":[121],"Streaming.":[122],"We":[123],"design":[124],"implement":[126],"system":[128],"provide":[130],"high":[132],"ratio":[134],"small":[137],"batch":[138],"source.":[142],"expected":[145],"little":[151],"delay":[152],"time":[153],"soft":[156],"fashion.":[158]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
