{"id":"https://openalex.org/W4401113781","doi":"https://doi.org/10.1109/access.2024.3435705","title":"Enhancing Task Management in Apache Spark Through Energy-Efficient Data Segregation and Time-Based Scheduling","display_name":"Enhancing Task Management in Apache Spark Through Energy-Efficient Data Segregation and Time-Based Scheduling","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401113781","doi":"https://doi.org/10.1109/access.2024.3435705"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3435705","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3435705","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3435705","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113311148","display_name":"Nada Massed Mirza","orcid":null},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]},{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE","MY"],"is_corresponding":true,"raw_author_name":"Nada M. Mirza","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Universiti Sains Malaysia (USM), Nibong Tebal, Pulau Pinang, Malaysia","College of Engineering, United Arab Emirates University, Al Ain, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Universiti Sains Malaysia (USM), Nibong Tebal, Pulau Pinang, Malaysia","institution_ids":["https://openalex.org/I139322472"]},{"raw_affiliation_string":"College of Engineering, United Arab Emirates University, Al Ain, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114199632","display_name":"Adnan Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153389","display_name":"American University of Ras Al Khaimah","ror":"https://ror.org/0440yjn92","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210153389"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Adnan Ali","raw_affiliation_strings":["Information Technology Center, University of Khorfakkan, Khorfakkan, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Center, University of Khorfakkan, Khorfakkan, United Arab Emirates","institution_ids":["https://openalex.org/I4210153389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007908139","display_name":"Nura Shifa Musa","orcid":"https://orcid.org/0000-0001-7343-4000"},"institutions":[{"id":"https://openalex.org/I161913731","display_name":"Al Ain University","ror":"https://ror.org/023abrt21","country_code":"AE","type":"education","lineage":["https://openalex.org/I161913731"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Nura Shifa Musa","raw_affiliation_strings":["College of Engineering, Al Ain University, Al Ain, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-7343-4000","affiliations":[{"raw_affiliation_string":"College of Engineering, Al Ain University, Al Ain, United Arab Emirates","institution_ids":["https://openalex.org/I161913731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085584754","display_name":"Mohamad Khairi Ishak","orcid":"https://orcid.org/0000-0002-3554-0061"},"institutions":[{"id":"https://openalex.org/I182000528","display_name":"Ajman University","ror":"https://ror.org/01j1rma10","country_code":"AE","type":"education","lineage":["https://openalex.org/I182000528"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohamad Khairi Ishak","raw_affiliation_strings":["Department of Electrical and Computer Engineering, College of Engineering and Information Technology, Ajman University, Ajman, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-3554-0061","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, College of Engineering and Information Technology, Ajman University, Ajman, United Arab Emirates","institution_ids":["https://openalex.org/I182000528"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113311148"],"corresponding_institution_ids":["https://openalex.org/I139322472","https://openalex.org/I201726411"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.9861,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87188514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"105080","last_page":"105095"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9990000128746033,"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":0.9990000128746033,"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/T11479","display_name":"Smart Cities and Technologies","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9929999709129333,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7856498956680298},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7428584098815918},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6466288566589355},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.6067940592765808},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5376039743423462},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5287960171699524},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.5093106031417847},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4624019265174866},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46176403760910034},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.395554780960083},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.349414587020874},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.34436875581741333},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15684503316879272},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.12798377871513367},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11054068803787231},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10802480578422546}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7856498956680298},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7428584098815918},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6466288566589355},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.6067940592765808},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5376039743423462},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5287960171699524},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.5093106031417847},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4624019265174866},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46176403760910034},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.395554780960083},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.349414587020874},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.34436875581741333},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15684503316879272},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.12798377871513367},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11054068803787231},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10802480578422546},{"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3435705","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3435705","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4c35b540232743ec85828415fec59d30","is_oa":true,"landing_page_url":"https://doaj.org/article/4c35b540232743ec85828415fec59d30","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 105080-105095 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3435705","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3435705","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7699999809265137}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330328","display_name":"Ajman University","ror":"https://ror.org/01j1rma10"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1593884678","https://openalex.org/W2008637865","https://openalex.org/W2010695522","https://openalex.org/W2026824323","https://openalex.org/W2041100566","https://openalex.org/W2054632425","https://openalex.org/W2060650311","https://openalex.org/W2062981820","https://openalex.org/W2066131315","https://openalex.org/W2072561200","https://openalex.org/W2076406848","https://openalex.org/W2096893233","https://openalex.org/W2175075972","https://openalex.org/W2226408672","https://openalex.org/W2263689052","https://openalex.org/W2517850251","https://openalex.org/W2570373436","https://openalex.org/W2573911191","https://openalex.org/W2582789036","https://openalex.org/W2594141822","https://openalex.org/W2756859730","https://openalex.org/W2763382507","https://openalex.org/W2767339698","https://openalex.org/W2770935003","https://openalex.org/W2883507307","https://openalex.org/W2883861385","https://openalex.org/W2886384632","https://openalex.org/W2887982064","https://openalex.org/W2909407514","https://openalex.org/W2924246906","https://openalex.org/W2965312164","https://openalex.org/W2988563173","https://openalex.org/W3006945411","https://openalex.org/W3048599413","https://openalex.org/W3097341147","https://openalex.org/W3115402630","https://openalex.org/W3121995805","https://openalex.org/W3129569024","https://openalex.org/W3137036276","https://openalex.org/W3152209108","https://openalex.org/W4226152076","https://openalex.org/W4236491543","https://openalex.org/W4283583434","https://openalex.org/W4313417805","https://openalex.org/W4324267412","https://openalex.org/W4388187779","https://openalex.org/W4396890073","https://openalex.org/W4396890512","https://openalex.org/W6639193275","https://openalex.org/W6703743312","https://openalex.org/W6727576777"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4405901645","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W3202731209","https://openalex.org/W3211874991","https://openalex.org/W2915637974","https://openalex.org/W4296618677"],"abstract_inverted_index":{"The":[0],"rise":[1],"of":[2,43,49],"smart":[3,27],"cities":[4,28],"as":[5,79],"solutions":[6],"to":[7,30,53],"urban":[8,61],"challenges":[9,77],"has":[10],"garnered":[11],"significant":[12,118],"attention":[13],"in":[14,21,120],"recent":[15],"years.":[16],"With":[17,60],"technological":[18],"advancements,":[19],"particularly":[20],"wireless":[22],"communication":[23],"and":[24,34,46,56,71,84,123,130,140],"artificial":[25],"intelligence,":[26],"aim":[29],"optimize":[31],"decision-making":[32],"processes":[33],"improve":[35],"citizen":[36],"services.":[37],"This":[38,104],"study":[39,105],"explores":[40],"the":[41,65,133],"integration":[42],"extensive":[44],"infrastructure":[45],"networked":[47],"Internet":[48],"Things":[50],"(IoT)":[51],"devices":[52],"collect":[54],"data":[55,93],"enhance":[57],"city":[58],"performance.":[59],"populations":[62],"steadily":[63],"increasing,":[64],"need":[66],"for":[67,114],"efficient":[68,100],"resource":[69,121,128],"management":[70],"sustainability":[72],"practices":[73],"becomes":[74],"paramount.":[75],"However,":[76],"such":[78],"energy":[80],"trading,":[81],"privacy":[82],"concerns,":[83],"security":[85],"issues":[86],"persist.":[87],"To":[88],"address":[89],"these":[90],"challenges,":[91],"big":[92],"analytics":[94],"(BDA)":[95],"systems":[96],"are":[97],"crucial,":[98],"necessitating":[99],"task":[101,124,131],"scheduling":[102],"strategies.":[103],"proposes":[106],"a":[107],"Dynamic":[108],"Smart":[109],"Flow":[110],"Scheduler":[111],"(DSFS)":[112],"system":[113,137],"Apache":[115],"Spark,":[116],"showcasing":[117],"improvements":[119],"efficiency":[122],"optimization.":[125],"By":[126],"reducing":[127],"consumption":[129],"execution,":[132],"proposed":[134],"approach":[135],"enhances":[136],"performance,":[138],"scalability,":[139],"sustainability.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
