{"id":"https://openalex.org/W3034589260","doi":"https://doi.org/10.1145/3401025.3403777","title":"A survey of adaptive sampling and filtering algorithms for the internet of things","display_name":"A survey of adaptive sampling and filtering algorithms for the internet of things","publication_year":2020,"publication_date":"2020-07-13","ids":{"openalex":"https://openalex.org/W3034589260","doi":"https://doi.org/10.1145/3401025.3403777","mag":"3034589260"},"language":"en","primary_location":{"id":"doi:10.1145/3401025.3403777","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3401025.3403777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"},"type":"preprint","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/A5033078335","display_name":"Dimitrios Giouroukis","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Dimitrios Giouroukis","raw_affiliation_strings":["Technische Universit\u00e4t Berlin","Technical University of Berlin / Technische Universit\u00e4t Berlin"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"Technical University of Berlin / Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011214310","display_name":"Alexander Dadiani","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Dadiani","raw_affiliation_strings":["Technische Universit\u00e4t Berlin","Technical University of Berlin / Technische Universit\u00e4t Berlin"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"Technical University of Berlin / Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035174617","display_name":"Jonas Traub","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Traub","raw_affiliation_strings":["Technische Universit\u00e4t Berlin","Technical University of Berlin / Technische Universit\u00e4t Berlin"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"Technical University of Berlin / Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051995830","display_name":"Steffen Zeuch","orcid":"https://orcid.org/0000-0002-4082-7788"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Zeuch","raw_affiliation_strings":["Technische Universit\u00e4t Berlin","Technical University of Berlin / Technische Universit\u00e4t Berlin","DFKI GmbH"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"Technical University of Berlin / Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"DFKI GmbH","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002413906","display_name":"Volker Markl","orcid":"https://orcid.org/0009-0009-0964-026X"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Volker Markl","raw_affiliation_strings":["Technische Universit\u00e4t Berlin","Technical University of Berlin / Technische Universit\u00e4t Berlin","DFKI GmbH"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"Technical University of Berlin / Technische Universit\u00e4t Berlin","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"DFKI GmbH","institution_ids":["https://openalex.org/I33256026"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033078335"],"corresponding_institution_ids":["https://openalex.org/I4577782"],"apc_list":null,"apc_paid":null,"fwci":3.05158393,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.90845496,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9976999759674072,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8125748634338379},{"id":"https://openalex.org/keywords/adaptive-sampling","display_name":"Adaptive sampling","score":0.6610236167907715},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6246618628501892},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5740359425544739},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.565041184425354},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5557088255882263},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5533836483955383},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.46650925278663635},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.4655291438102722},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45165950059890747},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3846094012260437},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3693044185638428},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3262858986854553},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29552409052848816},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24186360836029053},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14000657200813293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8125748634338379},{"id":"https://openalex.org/C2781395549","wikidata":"https://www.wikidata.org/wiki/Q4680762","display_name":"Adaptive sampling","level":3,"score":0.6610236167907715},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6246618628501892},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5740359425544739},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.565041184425354},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5557088255882263},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5533836483955383},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.46650925278663635},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.4655291438102722},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45165950059890747},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3846094012260437},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3693044185638428},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3262858986854553},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29552409052848816},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24186360836029053},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14000657200813293},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3401025.3403777","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3401025.3403777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems","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":19,"referenced_works":["https://openalex.org/W110030895","https://openalex.org/W1832491540","https://openalex.org/W1974640906","https://openalex.org/W2064385972","https://openalex.org/W2105934661","https://openalex.org/W2109376134","https://openalex.org/W2111891100","https://openalex.org/W2119667497","https://openalex.org/W2124608575","https://openalex.org/W2132165336","https://openalex.org/W2135252439","https://openalex.org/W2149119325","https://openalex.org/W2152282834","https://openalex.org/W2172209282","https://openalex.org/W2217336452","https://openalex.org/W6679346909","https://openalex.org/W6683037975","https://openalex.org/W6697563226","https://openalex.org/W7052646106"],"related_works":["https://openalex.org/W2038693912","https://openalex.org/W1991602789","https://openalex.org/W1582396021","https://openalex.org/W1988359706","https://openalex.org/W312558119","https://openalex.org/W4210985407","https://openalex.org/W138014004","https://openalex.org/W2075598034","https://openalex.org/W1829869244","https://openalex.org/W2335441444"],"abstract_inverted_index":{"The":[0,20],"Internet":[1],"of":[2,7,15,30,36],"Things":[3],"(IoT)":[4],"represents":[5],"one":[6],"the":[8,13,24,27,66],"fastest":[9],"emerging":[10],"trends":[11],"in":[12,23,46,55],"area":[14],"information":[16],"and":[17,50,71,79],"communication":[18],"technology.":[19],"main":[21],"challenge":[22],"IoT":[25],"is":[26],"timely":[28],"gathering":[29],"data":[31,54,84],"streams":[32],"from":[33],"potentially":[34],"millions":[35],"sensors.":[37],"In":[38],"particular,":[39],"those":[40],"sensors":[41],"are":[42],"widely":[43],"distributed,":[44],"constantly":[45],"transit,":[47],"highly":[48],"heterogeneous,":[49],"unreliable.":[51],"To":[52],"gather":[53],"such":[56],"a":[57],"dynamic":[58],"environment":[59],"efficiently,":[60],"two":[61],"techniques":[62,75],"have":[63],"emerged":[64],"over":[65],"last":[67],"decade:":[68],"adaptive":[69,72],"sampling":[70],"filtering.":[73],"These":[74],"dynamically":[76],"reconfigure":[77],"rates":[78],"filter":[80],"thresholds":[81],"to":[82],"trade-off":[83],"quality":[85],"against":[86],"resource":[87],"utilization.":[88]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
