{"id":"https://openalex.org/W2902017587","doi":"https://doi.org/10.1109/cloudnet.2018.8549544","title":"RESTful Hardware Microservices Using Reconfigurable Networked Accelerators in Cloud and Edge Datacenters","display_name":"RESTful Hardware Microservices Using Reconfigurable Networked Accelerators in Cloud and Edge Datacenters","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2902017587","doi":"https://doi.org/10.1109/cloudnet.2018.8549544","mag":"2902017587"},"language":"en","primary_location":{"id":"doi:10.1109/cloudnet.2018.8549544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudnet.2018.8549544","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 7th International Conference on Cloud Networking (CloudNet)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082005041","display_name":"Mazen Ezzeddine","orcid":"https://orcid.org/0000-0002-1759-0460"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mazen Ezzeddine","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064681314","display_name":"Raghid Morcel","orcid":"https://orcid.org/0000-0002-1280-9291"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Raghid Morcel","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083537985","display_name":"Hassan Artail","orcid":"https://orcid.org/0000-0001-7648-1187"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Hassan Artail","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112793176","display_name":"Mazen A. R. Saghir","orcid":null},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mazen A.R. Saghir","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065922595","display_name":"Haitham Akkary","orcid":null},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Haitham Akkary","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088085383","display_name":"Hazem Hajj","orcid":"https://orcid.org/0000-0002-9954-7924"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Hazem Hajj","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98635879"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9993000030517578,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9976999759674072,"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":0.8290406465530396},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.7500783801078796},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7269802093505859},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6002506017684937},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.5834411978721619},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5295185446739197},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5019748210906982},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.47361990809440613},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4529615044593811},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.43864548206329346},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3328678011894226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16506245732307434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8290406465530396},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.7500783801078796},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7269802093505859},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6002506017684937},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.5834411978721619},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5295185446739197},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5019748210906982},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.47361990809440613},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4529615044593811},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.43864548206329346},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3328678011894226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16506245732307434},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cloudnet.2018.8549544","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudnet.2018.8549544","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 7th International Conference on Cloud Networking (CloudNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W601920448","https://openalex.org/W1577231857","https://openalex.org/W1974862874","https://openalex.org/W1997113918","https://openalex.org/W2001291669","https://openalex.org/W2017176809","https://openalex.org/W2114623221","https://openalex.org/W2116433835","https://openalex.org/W2126814371","https://openalex.org/W2132038503","https://openalex.org/W2163605009","https://openalex.org/W2474119684","https://openalex.org/W2475840367","https://openalex.org/W2525740295","https://openalex.org/W2542250562","https://openalex.org/W2626970695","https://openalex.org/W2798534715","https://openalex.org/W4256629673","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W4210334847","https://openalex.org/W3181741639","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W4225586032","https://openalex.org/W3003367851","https://openalex.org/W1492892507","https://openalex.org/W3119944216","https://openalex.org/W2994988622","https://openalex.org/W4293799853"],"abstract_inverted_index":{"We":[0,39],"propose":[1,32],"enabling":[2],"cloud":[3,37],"datacenters":[4],"with":[5],"Reconfigurable":[6],"Networked":[7],"Accelerators":[8],"RNAs.":[9],"RNAs":[10],"are":[11],"FPGA":[12],"and":[13,68,108,128,138],"memory":[14],"compute":[15],"nodes":[16],"connected":[17],"to":[18,54,59,121],"the":[19,23,61,70,133,139,144],"main":[20],"network":[21,112],"of":[22,29,63,72,85,141,143],"datacenter.":[24],"To":[25],"enable":[26],"seamless":[27],"integration":[28],"RNAs,":[30],"we":[31,79],"RESTful":[33,57],"hardware":[34,146],"microservices":[35,58],"in":[36,82,126],"datacenters.":[38],"show":[40,119],"how":[41],"a":[42,52,64,76],"front-end":[43],"model":[44],"view":[45],"controller":[46],"(MVC)":[47],"web":[48],"application":[49],"can":[50],"issue":[51],"call":[53],"remote":[55],"RNA-accelerated":[56],"decrease":[60],"latency":[62],"single":[65],"client":[66,86],"query":[67],"increase":[69],"throughput":[71,127],"clients":[73],"served.":[74],"As":[75],"use":[77],"case,":[78],"investigate":[80],"just":[81],"time":[83],"classification":[84],"uploaded":[87],"media":[88],"(e.g.,":[89],"images,":[90],"videos,":[91],"etc.)":[92],"against":[93],"adult":[94],"or":[95],"hateful":[96],"content.":[97],"The":[98],"system":[99],"architecture":[100],"is":[101],"implemented":[102],"using":[103],"Spring":[104],"MVC":[105],"(Spring":[106],"Boot)":[107],"AlexNet":[109],"convolutional":[110],"neural":[111],"CNN":[113],"for":[114],"image":[115],"classification.":[116],"Observed":[117],"results":[118],"up":[120],"more":[122],"than":[123],"10x":[124],"improvements":[125],"energy":[129],"efficiency":[130],"depending":[131],"on":[132],"target":[134],"RNA":[135],"(FPGA)":[136],"device":[137],"level":[140],"optimization":[142],"employed":[145],"classifier.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}