{"id":"https://openalex.org/W4323338357","doi":"https://doi.org/10.1109/jiot.2023.3252820","title":"Metascheduling Using Discrete Particle Swarm Optimization for Fault Tolerance in Time-Triggered IoT-WSN","display_name":"Metascheduling Using Discrete Particle Swarm Optimization for Fault Tolerance in Time-Triggered IoT-WSN","publication_year":2023,"publication_date":"2023-03-06","ids":{"openalex":"https://openalex.org/W4323338357","doi":"https://doi.org/10.1109/jiot.2023.3252820"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3252820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3252820","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5057559718","display_name":"Haytham Baniabdelghany","orcid":null},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Haytham Baniabdelghany","raw_affiliation_strings":["Faculty of Science and Technology, University of Siegen, Siegen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5467-7760","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Siegen, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084195691","display_name":"Roman Obermaisser","orcid":null},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Roman Obermaisser","raw_affiliation_strings":["Faculty of Science and Technology, University of Siegen, Siegen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Siegen, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023950656","display_name":"Ala\u2019 Khalifeh","orcid":"https://orcid.org/0000-0003-3600-8090"},"institutions":[{"id":"https://openalex.org/I230091363","display_name":"German Jordanian University","ror":"https://ror.org/02jgpyd84","country_code":"JO","type":"education","lineage":["https://openalex.org/I230091363"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ala\u2019 Khalifeh","raw_affiliation_strings":["Communication Engineering Department, German Jordanian University, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0003-3600-8090","affiliations":[{"raw_affiliation_string":"Communication Engineering Department, German Jordanian University, Amman, Jordan","institution_ids":["https://openalex.org/I230091363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089590847","display_name":"Pascal Muoka","orcid":"https://orcid.org/0000-0003-1875-5017"},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Pascal Muoka","raw_affiliation_strings":["Electrical Engineering and Computer Science, University of Siegen, Siegen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1875-5017","affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, University of Siegen, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1056,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8747413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"14","first_page":"12666","last_page":"12675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998999834060669,"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":0.9998999834060669,"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":0.998199999332428,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.995199978351593,"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":0.856498122215271},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6882476806640625},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6285610198974609},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.552136242389679},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5034226775169373},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4952501356601715},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.48941126465797424},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4558590054512024},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.453340083360672},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.42497751116752625},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38490381836891174},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2560051679611206},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2111644446849823},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15660572052001953}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.856498122215271},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6882476806640625},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6285610198974609},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.552136242389679},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5034226775169373},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4952501356601715},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.48941126465797424},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4558590054512024},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.453340083360672},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.42497751116752625},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38490381836891174},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2560051679611206},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2111644446849823},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15660572052001953},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3252820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3252820","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320318008","display_name":"Universit\u00e4t Siegen","ror":"https://ror.org/02azyry73"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1970011344","https://openalex.org/W2019033073","https://openalex.org/W2055545070","https://openalex.org/W2069463277","https://openalex.org/W2137465094","https://openalex.org/W2144155686","https://openalex.org/W2766945649","https://openalex.org/W2796344493","https://openalex.org/W2908790547","https://openalex.org/W2913287164","https://openalex.org/W2964515134","https://openalex.org/W3010954678","https://openalex.org/W3017472986","https://openalex.org/W3126112029","https://openalex.org/W3179754182","https://openalex.org/W4200079352","https://openalex.org/W4205951169","https://openalex.org/W6642822632","https://openalex.org/W6765975401","https://openalex.org/W6981149603"],"related_works":["https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W4294093918","https://openalex.org/W4240853094","https://openalex.org/W2810496283","https://openalex.org/W2170656329","https://openalex.org/W3131977017","https://openalex.org/W2133833450"],"abstract_inverted_index":{"In":[0,109],"time-triggered":[1,113],"systems,":[2],"adaptation":[3,81],"is":[4,51,116,146,166,224,232],"performed":[5],"by":[6,57,203,219],"using":[7,85,168],"metascheduling":[8,49],"approaches":[9],"to":[10,20,53,181,229,236,241],"ensure":[11],"temporal":[12],"predictability.":[13],"Wireless":[14],"sensor":[15],"networks":[16],"(WSNs)":[17],"are":[18,128,137,179],"growing":[19],"be":[21],"used":[22,180],"as":[23],"a":[24,29,48,71,75,101,112,140,154,160,169,194,254],"reliable,":[25],"an":[26],"energy-efficient,":[27],"and":[28,133,176,210,263],"scalable":[30],"network":[31,150,177],"infrastructure":[32],"for":[33,60,79,94,142,253],"numerous":[34],"Internet":[35],"of":[36,41,45,157,199,213,227,256],"Things":[37],"(IoT)":[38],"applications.":[39],"Because":[40],"run-time":[42],"changes":[43,56],"because":[44],"failure":[46,135,188],"events,":[47],"system":[50],"required":[52],"address":[54],"the":[55,106,122,149,183,197,200,216,220,225,244],"precomputing":[58],"schedules":[59,145,158],"several":[61],"context":[62],"events":[63,136],"at":[64,148],"design":[65,151],"time.":[66,152,266],"Therefore,":[67],"this":[68,110],"paper":[69],"proposes":[70],"metascheduler":[72,115,185],"that":[73,104,118,127,238,250],"solves":[74],"new":[76],"scheduling":[77],"problem":[78],"each":[80],"scenario":[82],"in":[83,100,130,196],"IoT-WSN":[84,114],"our":[86],"offline":[87],"algorithm":[88],"named":[89],"discrete":[90],"particle":[91],"swarm":[92],"optimization":[93],"reliable":[95],"task":[96,264],"allocation":[97],"(DPSO-TA),":[98],"resulting":[99],"multi-schedule":[102,201],"graph":[103,141,202],"combines":[105],"repeated":[107],"schedules.":[108],"work,":[111],"proposed":[117,184,221],"takes":[119],"into":[120],"considerations":[121],"node":[123],"or":[124,248],"link":[125],"failures":[126],"common":[129],"WSN.":[131],"Single":[132],"two":[134],"considered,":[138],"where":[139],"all":[143],"feasible":[144],"formed":[147],"Such":[153],"large":[155],"number":[156,212],"causes":[159],"state":[161],"space":[162],"explosion":[163],"problem,":[164],"which":[165,223],"managed":[167],"re-convergence":[170],"method.":[171],"Different":[172],"application":[173],"model":[174],"sizes":[175],"topologies":[178],"assess":[182],"under":[186],"various":[187],"event":[189],"scenarios.":[190],"The":[191],"results":[192],"show":[193],"reduction":[195],"size":[198],"applying":[204],"inputs":[205],"with":[206,243],"different":[207,211],"deadline":[208],"values":[209],"tasks.":[214],"Furthermore,":[215],"validity":[217],"suggested":[218],"metascheduler,":[222],"ratio":[226],"valid":[228],"invalid":[230],"schedules,":[231],"improved":[233],"when":[234],"compared":[235],"algorithms":[237,249],"schedule":[239],"tasks":[240,258],"hosts":[242,252],"shortest":[245],"completion":[246],"time":[247],"select":[251],"set":[255],"sorted":[257],"based":[259],"on":[260],"energy":[261],"consumed":[262],"arrival":[265]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}