{"id":"https://openalex.org/W7127641897","doi":"https://doi.org/10.1007/s11227-026-08262-6","title":"Neuroscale: scalable and constraint-aware neuro-symbolic optimization for edge-centric IoT systems","display_name":"Neuroscale: scalable and constraint-aware neuro-symbolic optimization for edge-centric IoT systems","publication_year":2026,"publication_date":"2026-02-04","ids":{"openalex":"https://openalex.org/W7127641897","doi":"https://doi.org/10.1007/s11227-026-08262-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-026-08262-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08262-6","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","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/A5125038179","display_name":"Waseem Abbass","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088086","display_name":"Capital University of Science and Technology","ror":"https://ror.org/004776246","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210088086"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Waseem Abbass","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Capital University of Science and Technology (CUST), Islamabad, 45750, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Capital University of Science and Technology (CUST), Islamabad, 45750, Pakistan","institution_ids":["https://openalex.org/I4210088086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124990842","display_name":"Nasim Abbas","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nasim Abbas","raw_affiliation_strings":["Department of Computer Science, National Excellence Institute, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Excellence Institute, Islamabad, Pakistan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5125079558","display_name":"Uzma Majeed","orcid":null},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Uzma Majeed","raw_affiliation_strings":["Department of Computer Science and Automation, Technische Universit\u00e4t Ilmenau, Ilmenau, 98693, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Automation, Technische Universit\u00e4t Ilmenau, Ilmenau, 98693, Germany","institution_ids":["https://openalex.org/I119449181"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5124990842"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":65.7303,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.99615352,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"82","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.685699999332428,"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":0.685699999332428,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.038600001484155655,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T14347","display_name":"Big Data and Digital Economy","score":0.025100000202655792,"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/scalability","display_name":"Scalability","score":0.6100000143051147},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.5390999913215637},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5105000138282776},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.3871999979019165},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.3824000060558319},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.3521000146865845},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3458000123500824},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.34549999237060547}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9118000268936157},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7009999752044678},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6100000143051147},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.5390999913215637},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5105000138282776},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3871999979019165},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.3824000060558319},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.3521000146865845},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3458000123500824},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.31450000405311584},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.301800012588501},{"id":"https://openalex.org/C2781055072","wikidata":"https://www.wikidata.org/wiki/Q25325266","display_name":"Cloudlet","level":3,"score":0.28839999437332153},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2542000114917755},{"id":"https://openalex.org/C2780575108","wikidata":"https://www.wikidata.org/wiki/Q7316652","display_name":"Retargeting","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-026-08262-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08262-6","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W3172247901","https://openalex.org/W3203035817","https://openalex.org/W3204534874","https://openalex.org/W4205601070","https://openalex.org/W4206246546","https://openalex.org/W4211138718","https://openalex.org/W4226200846","https://openalex.org/W4283694058","https://openalex.org/W4285277441","https://openalex.org/W4285328356","https://openalex.org/W4296709256","https://openalex.org/W4379536406","https://openalex.org/W4382119054","https://openalex.org/W4382358393","https://openalex.org/W4386133880","https://openalex.org/W4386432078","https://openalex.org/W4387831751","https://openalex.org/W4387967604","https://openalex.org/W4389161457","https://openalex.org/W4391251497","https://openalex.org/W4392087746","https://openalex.org/W4396604759","https://openalex.org/W4399387213","https://openalex.org/W4401013277","https://openalex.org/W4401607588","https://openalex.org/W4403095032","https://openalex.org/W4403123342","https://openalex.org/W4403968349","https://openalex.org/W4404238577","https://openalex.org/W4404319901","https://openalex.org/W4404520176","https://openalex.org/W4406321883","https://openalex.org/W4407183997","https://openalex.org/W4407354584","https://openalex.org/W4410061972","https://openalex.org/W4410188771","https://openalex.org/W4410321381","https://openalex.org/W4412107086","https://openalex.org/W4413677351","https://openalex.org/W4413822067","https://openalex.org/W4414591852","https://openalex.org/W4416020438","https://openalex.org/W4416269400","https://openalex.org/W4416842126","https://openalex.org/W7117139368"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-02-07T06:11:34.122080","created_date":"2026-02-06T00:00:00"}