{"id":"https://openalex.org/W4327781405","doi":"https://doi.org/10.1109/sds57574.2022.10062950","title":"Optimizing System-on-Chip Performance Using AI and SDN: Approaches and Challenges","display_name":"Optimizing System-on-Chip Performance Using AI and SDN: Approaches and Challenges","publication_year":2022,"publication_date":"2022-12-12","ids":{"openalex":"https://openalex.org/W4327781405","doi":"https://doi.org/10.1109/sds57574.2022.10062950"},"language":"en","primary_location":{"id":"doi:10.1109/sds57574.2022.10062950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sds57574.2022.10062950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Ninth International Conference on Software Defined Systems (SDS)","raw_type":"proceedings-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/A5022684344","display_name":"Mohammad Alja\u2019afreh","orcid":"https://orcid.org/0000-0001-6024-9623"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Mohammad Alja'afreh","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),UAE","Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), UAE"],"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), UAE","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067402012","display_name":"Muath Obaidat","orcid":"https://orcid.org/0000-0003-2963-7315"},"institutions":[{"id":"https://openalex.org/I174216632","display_name":"City University of New York","ror":"https://ror.org/00453a208","country_code":"US","type":"education","lineage":["https://openalex.org/I174216632"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muath Obaidat","raw_affiliation_strings":["Computer Science- City University of New York,USA","Computer Science- City University of New York, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science- City University of New York,USA","institution_ids":["https://openalex.org/I174216632"]},{"raw_affiliation_string":"Computer Science- City University of New York, USA","institution_ids":["https://openalex.org/I174216632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001921220","display_name":"Ali Karime","orcid":"https://orcid.org/0000-0001-7826-1540"},"institutions":[{"id":"https://openalex.org/I51768193","display_name":"Royal Military College of Canada","ror":"https://ror.org/04yr71909","country_code":"CA","type":"education","lineage":["https://openalex.org/I51768193"]},{"id":"https://openalex.org/I2800991225","display_name":"Royal Ottawa Mental Health Centre","ror":"https://ror.org/056vnsb08","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800991225"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Karime","raw_affiliation_strings":["The Royal Military College of Canada,Department of Electrical and Computer Engineering,Canada","Department of Electrical and Computer Engineering, The Royal Military College of Canada, Canada"],"affiliations":[{"raw_affiliation_string":"The Royal Military College of Canada,Department of Electrical and Computer Engineering,Canada","institution_ids":["https://openalex.org/I51768193","https://openalex.org/I2800991225"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The Royal Military College of Canada, Canada","institution_ids":["https://openalex.org/I51768193","https://openalex.org/I2800991225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049330414","display_name":"Sahel Alouneh","orcid":"https://orcid.org/0000-0001-9321-4005"},"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":"Sahel Alouneh","raw_affiliation_strings":["Al Ain University, UAE, and German Jordanian University,Cybersecurity Program,Jordan","Cybersecurity Program, Al Ain University, UAE, and German Jordanian University, Jordan"],"affiliations":[{"raw_affiliation_string":"Al Ain University, UAE, and German Jordanian University,Cybersecurity Program,Jordan","institution_ids":["https://openalex.org/I230091363"]},{"raw_affiliation_string":"Cybersecurity Program, Al Ain University, UAE, and German Jordanian University, Jordan","institution_ids":["https://openalex.org/I230091363"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022684344"],"corresponding_institution_ids":["https://openalex.org/I4210113480"],"apc_list":null,"apc_paid":null,"fwci":0.5522,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68918359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9998000264167786,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9998000264167786,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.8161098957061768},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6168880462646484},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5941932797431946},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5567657947540283},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.544744610786438},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.48181357979774475},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4559619128704071},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4459550380706787},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.442313015460968},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.43169647455215454},{"id":"https://openalex.org/keywords/networking-hardware","display_name":"Networking hardware","score":0.42777276039123535},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.4204520285129547},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.42044204473495483},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3928098678588867},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22122842073440552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12218639254570007},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0852288007736206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8161098957061768},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6168880462646484},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5941932797431946},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5567657947540283},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.544744610786438},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.48181357979774475},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4559619128704071},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4459550380706787},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.442313015460968},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.43169647455215454},{"id":"https://openalex.org/C159631557","wikidata":"https://www.wikidata.org/wiki/Q1546066","display_name":"Networking hardware","level":2,"score":0.42777276039123535},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.4204520285129547},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.42044204473495483},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3928098678588867},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22122842073440552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12218639254570007},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0852288007736206}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sds57574.2022.10062950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sds57574.2022.10062950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Ninth International Conference on Software Defined Systems (SDS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2036025788","https://openalex.org/W2083951140","https://openalex.org/W2593214130","https://openalex.org/W2604486584","https://openalex.org/W2802693677","https://openalex.org/W2925284373","https://openalex.org/W2944910096","https://openalex.org/W2992380016","https://openalex.org/W3086979684","https://openalex.org/W3110564493","https://openalex.org/W3116122527","https://openalex.org/W3128877418","https://openalex.org/W3132508825","https://openalex.org/W3198861897","https://openalex.org/W3203992401","https://openalex.org/W3209083517","https://openalex.org/W3210802685","https://openalex.org/W4205229548","https://openalex.org/W4221053021","https://openalex.org/W4229597501","https://openalex.org/W6656594533"],"related_works":["https://openalex.org/W3040619330","https://openalex.org/W4322761281","https://openalex.org/W2759153199","https://openalex.org/W4238233472","https://openalex.org/W2886777432","https://openalex.org/W4286386328","https://openalex.org/W3194953720","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W2947376427"],"abstract_inverted_index":{"The":[0,74,99],"advancement":[1],"of":[2,8,13,23,28,54,72,76,113,146],"modern":[3],"multimedia":[4],"and":[5,57,65,161,168,175,182],"data-intensive":[6],"classes":[7],"applications":[9,66],"demands":[10],"the":[11,21,26,33,37,79,85,125],"development":[12],"hardware":[14,90],"that":[15,51],"delivers":[16],"better":[17,89,149],"performance.":[18,98,154],"Due":[19],"to":[20,95,107,117,123,127,132,178],"evolution":[22],"5G,":[24],"Edge-Computing,":[25],"Internet":[27],"Things,":[29],"Software-Defined":[30,60,166],"networks,":[31],"etc.,":[32],"data":[34,77],"produced":[35],"by":[36],"devices":[38,86,143],"such":[39],"as":[40,81,83],"sensors":[41],"are":[42,159],"increasing.":[43],"A":[44],"software-Defined":[45],"network":[46],"is":[47,52,144],"a":[48,69,88,138,148],"powerful":[49],"paradigm":[50],"capable":[53,106,131,145],"automating":[55],"networking":[56,183],"cloud":[58],"computing.":[59],"Network":[61],"has":[62],"controllers,":[63],"devices,":[64],"which":[67],"produce":[68],"huge":[70],"amount":[71],"data.":[73],"processing":[75],"inside":[78],"device":[80],"well":[82],"between":[84],"needs":[87],"architecture":[91,150],"with":[92,121,152],"more":[93,129,134],"cores":[94,130],"ensure":[96],"speedy":[97],"System-on-Chip":[100,122],"approach":[101],"alone":[102],"will":[103],"not":[104],"be":[105,172],"handle":[108,133],"this":[109,156],"dense":[110],"core":[111],"comprised":[112],"hardware.":[114],"We":[115],"have":[116],"blend":[118],"Network-on-Chip":[119],"along":[120],"increase":[124],"potential":[126],"include":[128],"threads.":[135],"Artificial":[136,169],"Intelligence,":[137],"key":[139],"enabler":[140],"in":[141],"next-generation":[142],"producing":[147],"design":[151],"optimized":[153],"In":[155],"paper,":[157],"we":[158],"discussing":[160],"endeavouring":[162],"how":[163],"System-on-Chip,":[164],"Network-on-Chip,":[165],"Networks,":[167],"Intelligence":[170],"can":[171],"physically,":[173],"logically,":[174],"contextually":[176],"incorporated":[177],"deliver":[179],"improved":[180],"computation":[181],"outcomes.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
