{"id":"https://openalex.org/W2753638589","doi":"https://doi.org/10.1109/nas.2017.8026859","title":"Facilitating Workload Aware Storage Platform by Using Machine Learning Technics","display_name":"Facilitating Workload Aware Storage Platform by Using Machine Learning Technics","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2753638589","doi":"https://doi.org/10.1109/nas.2017.8026859","mag":"2753638589"},"language":"en","primary_location":{"id":"doi:10.1109/nas.2017.8026859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nas.2017.8026859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Networking, Architecture, and Storage (NAS)","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/A5030219187","display_name":"Wubin Li","orcid":"https://orcid.org/0000-0002-5257-0350"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wubin Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044318022","display_name":"Fereydoun Farrahi Moghaddam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fereydoun Farrahi Moghaddam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013452406","display_name":"Parisa Heidari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Parisa Heidari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038502161","display_name":"Yves Lemieux","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yves Lemieux","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5063979905","display_name":"Abdelouahed Gherbi","orcid":"https://orcid.org/0000-0001-9117-5743"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdelouahed Gherbi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14540216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9995999932289124,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9995999932289124,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9909999966621399,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9891999959945679,"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/workload","display_name":"Workload","score":0.8672349452972412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8307638168334961},{"id":"https://openalex.org/keywords/middleware","display_name":"Middleware (distributed applications)","score":0.8207583427429199},{"id":"https://openalex.org/keywords/storage-management","display_name":"Storage management","score":0.6340725421905518},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5171732306480408},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4836243689060211},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.43396085500717163},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3994446396827698}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8672349452972412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8307638168334961},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.8207583427429199},{"id":"https://openalex.org/C2984984529","wikidata":"https://www.wikidata.org/wiki/Q7619925","display_name":"Storage management","level":2,"score":0.6340725421905518},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5171732306480408},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4836243689060211},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.43396085500717163},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3994446396827698}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nas.2017.8026859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nas.2017.8026859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Networking, Architecture, and Storage (NAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2050621158","https://openalex.org/W2064824695","https://openalex.org/W2075174112","https://openalex.org/W2091825929","https://openalex.org/W2101234009","https://openalex.org/W2122111042","https://openalex.org/W2153635508","https://openalex.org/W2399211437","https://openalex.org/W2572664398","https://openalex.org/W2914775513","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2393352797","https://openalex.org/W2080694895","https://openalex.org/W2005292817","https://openalex.org/W1604026963","https://openalex.org/W2356569977","https://openalex.org/W2886938566","https://openalex.org/W2546115725","https://openalex.org/W2158302790","https://openalex.org/W2362593014","https://openalex.org/W4390846308"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"our":[5],"proof-of-concept":[6],"of":[7,18,33,37],"a":[8,20],"workload":[9],"aware":[10],"storage":[11,27,38,61],"platform.":[12],"The":[13,29],"POC":[14],"demonstrates":[15],"the":[16,52,60,65,72],"feasibility":[17],"building":[19],"machine":[21],"learning":[22],"technics":[23],"facilitated":[24],"middleware":[25,30,54],"for":[26],"management.":[28],"is":[31],"capable":[32],"providing":[34],"optimal":[35],"assignments":[36],"workloads":[39],"to":[40,63],"backends":[41],"as":[42,44],"well":[43],"continuously":[45],"on-the-fly":[46],"optimization":[47],"thereafter.":[48],"Experiment":[49],"indicates":[50],"that":[51],"proposed":[53],"can":[55],"efficiently":[56],"and":[57],"dynamically":[58],"adapt":[59],"backend":[62],"satisfy":[64],"SLA":[66],"requirements":[67],"with":[68],"minimum":[69],"impact":[70],"on":[71],"workloads.":[73]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}