{"id":"https://openalex.org/W2986723089","doi":"https://doi.org/10.23919/apnoms.2019.8893004","title":"Design of a Data Collection System with Data Compression for Small Manufacturers in Industrial IoT Environments","display_name":"Design of a Data Collection System with Data Compression for Small Manufacturers in Industrial IoT Environments","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2986723089","doi":"https://doi.org/10.23919/apnoms.2019.8893004","mag":"2986723089"},"language":"en","primary_location":{"id":"doi:10.23919/apnoms.2019.8893004","is_oa":false,"landing_page_url":"https://doi.org/10.23919/apnoms.2019.8893004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 20th Asia-Pacific Network Operations and Management Symposium (APNOMS)","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/A5024830182","display_name":"Chunju Tsai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107525","display_name":"National Center for High-Performance Computing","ror":"https://ror.org/01jpzd518","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210107525","https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chunju Tsai","raw_affiliation_strings":["Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan","institution_ids":["https://openalex.org/I4210107525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043094729","display_name":"Wen-Yueh Shih","orcid":"https://orcid.org/0000-0003-1084-5704"},"institutions":[{"id":"https://openalex.org/I4210107525","display_name":"National Center for High-Performance Computing","ror":"https://ror.org/01jpzd518","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210107525","https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Yueh Shih","raw_affiliation_strings":["Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan","institution_ids":["https://openalex.org/I4210107525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103026211","display_name":"Yi-Shu Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107525","display_name":"National Center for High-Performance Computing","ror":"https://ror.org/01jpzd518","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210107525","https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Shu Lu","raw_affiliation_strings":["Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan","institution_ids":["https://openalex.org/I4210107525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059752721","display_name":"Jiun\u2010Long Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107525","display_name":"National Center for High-Performance Computing","ror":"https://ror.org/01jpzd518","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210107525","https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jiun-Long Huang","raw_affiliation_strings":["Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan","institution_ids":["https://openalex.org/I4210107525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006608753","display_name":"Lo\u2010Yao Yeh","orcid":"https://orcid.org/0000-0002-9764-0455"},"institutions":[{"id":"https://openalex.org/I4210107525","display_name":"National Center for High-Performance Computing","ror":"https://ror.org/01jpzd518","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210107525","https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Lo-Yao Yeh","raw_affiliation_strings":["Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Network and Information Security Division, National Center for High-performance Computing, Taichung City, Taiwan","institution_ids":["https://openalex.org/I4210107525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024830182"],"corresponding_institution_ids":["https://openalex.org/I4210107525"],"apc_list":null,"apc_paid":null,"fwci":0.1768,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.55539136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9936000108718872,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/nosql","display_name":"NoSQL","score":0.8111293315887451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7573153376579285},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.6851229667663574},{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.5504487752914429},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5292317867279053},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.513552188873291},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5104126334190369},{"id":"https://openalex.org/keywords/cost-reduction","display_name":"Cost reduction","score":0.49731186032295227},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49381813406944275},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.47969862818717957},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.45462939143180847},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.4523296654224396},{"id":"https://openalex.org/keywords/compression-ratio","display_name":"Compression ratio","score":0.4219937324523926},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.39449000358581543},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.36184075474739075},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34237974882125854},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23954665660858154},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.17208120226860046},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14766627550125122},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11114183068275452},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.08215638995170593}],"concepts":[{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.8111293315887451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7573153376579285},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.6851229667663574},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.5504487752914429},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5292317867279053},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.513552188873291},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5104126334190369},{"id":"https://openalex.org/C2778820799","wikidata":"https://www.wikidata.org/wiki/Q3454688","display_name":"Cost reduction","level":2,"score":0.49731186032295227},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49381813406944275},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.47969862818717957},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.45462939143180847},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.4523296654224396},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.4219937324523926},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39449000358581543},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.36184075474739075},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34237974882125854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23954665660858154},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.17208120226860046},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14766627550125122},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11114183068275452},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.08215638995170593},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C511840579","wikidata":"https://www.wikidata.org/wiki/Q12757","display_name":"Internal combustion engine","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/apnoms.2019.8893004","is_oa":false,"landing_page_url":"https://doi.org/10.23919/apnoms.2019.8893004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 20th Asia-Pacific Network Operations and Management Symposium (APNOMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1926090661","https://openalex.org/W1997182427","https://openalex.org/W2090839316","https://openalex.org/W2245189809","https://openalex.org/W2592212178","https://openalex.org/W2805611890"],"related_works":["https://openalex.org/W2799973158","https://openalex.org/W2419153746","https://openalex.org/W3089119258","https://openalex.org/W2923327995","https://openalex.org/W2518340158","https://openalex.org/W3147331693","https://openalex.org/W3080614128","https://openalex.org/W4381744720","https://openalex.org/W2088378984","https://openalex.org/W4200061735"],"abstract_inverted_index":{"With":[0],"advance":[1],"of":[2,5,17,22,46,55,124,144,147,156],"IoT":[3],"(Internet":[4],"Things)":[6],"technology,":[7],"many":[8],"manufacturers":[9,66],"install":[10],"several":[11,118,129],"sensors":[12,51],"to":[13,35,90,103,109,120],"monitor":[14],"the":[15,20,23,29,43,50,53,63,92,105,122,125,141,145,148,154],"status":[16],"machines":[18],"and":[19,59,71,114],"health":[21],"whole":[24],"manufacturing":[25],"process.":[26],"In":[27,95],"addition,":[28,96],"sensed":[30,48],"data":[31,47,107,149],"are":[32],"usually":[33],"transmitted":[34],"a":[36,84,100],"backend":[37],"database":[38],"for":[39,62],"further":[40],"analysis.":[41],"However,":[42],"dramatic":[44],"volume":[45,146],"by":[49],"causes":[52],"problem":[54],"huge":[56],"storage":[57],"requirement":[58],"network":[60,93],"traffic":[61],"small":[64],"medium":[65],"which":[67],"have":[68],"limited":[69],"resource":[70],"budget":[72],"in":[73,159],"IT":[74],"(Information":[75],"Technology).":[76],"To":[77],"deal":[78],"with":[79,128,136],"this":[80],"problem,":[81],"we":[82,97],"design":[83],"two-layered":[85],"architecture":[86,127],"using":[87],"compression":[88,130,139],"technique":[89],"reduce":[91],"traffic.":[94],"use":[98],"MongoDB,":[99],"NoSQL":[101],"database,":[102],"store":[104],"compressed":[106],"due":[108],"MongoDB's":[110],"excellent":[111],"scale-out":[112],"ability":[113],"cost-efficiency.":[115],"We":[116],"conduct":[117],"experiments":[119],"measure":[121],"performance":[123],"proposed":[126],"methods.":[131],"Experimental":[132],"results":[133],"show":[134],"that":[135],"proper":[137],"lossless":[138],"method,":[140],"reduction":[142],"ratio":[143],"is":[150],"around":[151],"80%":[152],"at":[153],"cost":[155],"slight":[157],"increase":[158],"execution":[160],"time.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}