{"id":"https://openalex.org/W2885100676","doi":"https://doi.org/10.4149/cai_2018_3_693","title":"Streamed Data Analysis Using Adaptable Bloom Filter","display_name":"Streamed Data Analysis Using Adaptable Bloom Filter","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2885100676","doi":"https://doi.org/10.4149/cai_2018_3_693","mag":"2885100676"},"language":"en","primary_location":{"id":"doi:10.4149/cai_2018_3_693","is_oa":true,"landing_page_url":"https://doi.org/10.4149/cai_2018_3_693","pdf_url":null,"source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.4149/cai_2018_3_693","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101705969","display_name":"Amritpal Singh","orcid":"https://orcid.org/0000-0002-6783-0960"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Amritpal Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, Thapar university, Patiala, Punjab"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Thapar university, Patiala, Punjab","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053714308","display_name":"Shalini Batra","orcid":"https://orcid.org/0000-0002-6800-0221"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shalini Batra","raw_affiliation_strings":["Department of Computer Science and Engineering, Thapar university, Patiala, Punjab"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Thapar university, Patiala, Punjab","institution_ids":["https://openalex.org/I162030827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101705969"],"corresponding_institution_ids":["https://openalex.org/I162030827"],"apc_list":null,"apc_paid":null,"fwci":0.1845,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54461298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"37","issue":"3","first_page":"693","last_page":"716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9994999766349792,"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":0.9994999766349792,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9839000105857849,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9751999974250793,"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/bloom-filter","display_name":"Bloom filter","score":0.9911422729492188},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7759124040603638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7571893930435181},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5550044775009155},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4969921410083771},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.4733438789844513},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4486442506313324},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3199255168437958},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09340354800224304}],"concepts":[{"id":"https://openalex.org/C147224247","wikidata":"https://www.wikidata.org/wiki/Q885373","display_name":"Bloom filter","level":2,"score":0.9911422729492188},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7759124040603638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7571893930435181},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5550044775009155},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4969921410083771},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.4733438789844513},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4486442506313324},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3199255168437958},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09340354800224304},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4149/cai_2018_3_693","is_oa":true,"landing_page_url":"https://doi.org/10.4149/cai_2018_3_693","pdf_url":null,"source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4149/cai_2018_3_693","is_oa":true,"landing_page_url":"https://doi.org/10.4149/cai_2018_3_693","pdf_url":null,"source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2227807207","https://openalex.org/W2370014100","https://openalex.org/W3137108924","https://openalex.org/W1852009617","https://openalex.org/W4287264924","https://openalex.org/W2042819006","https://openalex.org/W2170165007","https://openalex.org/W1979110442","https://openalex.org/W2156660460","https://openalex.org/W2362866566"],"abstract_inverted_index":{"With":[0],"the":[1,17,124,146,152,168,199],"coming":[2],"up":[3],"of":[4,6,30,49,67,85,92,109,151,171],"plethora":[5],"web":[7],"applications":[8],"and":[9,34,70,79,107,197,201],"technologies":[10],"like":[11],"sensors,":[12],"IoT,":[13],"cloud":[14],"computing,":[15],"etc.,":[16],"data":[18,31,51,57,87,102,113,148],"generation":[19],"resources":[20],"have":[21],"increased":[22],"exponentially.":[23],"Stream":[24],"processing":[25],"requires":[26],"real":[27],"time":[28,200],"analytics":[29],"in":[32,37,131,155],"motion":[33],"that":[35,159,184],"too":[36,105],"a":[38,44,55,65,134],"single":[39],"pass.":[40],"This":[41],"paper":[42],"proposes":[43],"framework":[45],"for":[46,137,204],"hourly":[47],"analysis":[48],"streamed":[50],"using":[52,64],"Bloom":[53,94,126,156,172,187],"filter,":[54],"probabilistic":[56],"structure":[58],"where":[59],"hashing":[60,69],"is":[61,88,104,114,120,158],"done":[62],"by":[63],"combination":[66],"double":[68],"partition":[71],"hashing;":[72],"leading":[73],"to":[74,97,122],"less":[75],"inter-hash":[76],"function":[77],"collision":[78,99],"decreased":[80],"computational":[81],"overhead.":[82],"When":[83],"size":[84,161,170],"incoming":[86],"not":[89],"known,":[90],"use":[91],"Static":[93],"filter":[95,127,157,160,173,175],"leads":[96],"high":[98],"rate":[100],"if":[101,112],"flow":[103],"much,":[106],"wastage":[108],"storage":[110],"space":[111,202],"less.":[115],"In":[116],"such":[117],"cases":[118],"it":[119],"difficult":[121],"determine":[123],"optimal":[125],"parameters":[128],"(m,":[129],"k)":[130],"advance,":[132],"thus":[133],"target":[135],"threshold":[136],"false":[138],"positives":[139],"(f_p)":[140],"cannot":[141],"be":[142],"guaranteed.":[143],"To":[144],"accommodate":[145],"growing":[147],"size,":[149],"one":[150],"major":[153],"requirements":[154],"m":[162],"should":[163],"grow":[164],"dynamically.":[165],"For":[166],"predicting":[167],"array":[169],"Kalman":[174],"has":[176,180],"been":[177,181],"used.":[178],"It":[179],"experimentally":[182],"proved":[183],"proposed":[185],"Adaptable":[186],"Filter":[188],"(ATBF)":[189],"efficiently":[190],"performs":[191],"peak":[192],"hour":[193],"analysis,":[194],"server":[195],"utilization":[196],"reduces":[198],"required":[203],"querying":[205],"dynamic":[206],"datasets.":[207]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}