{"id":"https://openalex.org/W2786159036","doi":"https://doi.org/10.1109/mdat.2017.2779981","title":"Guest Editors\u2019 Introduction: Hardware Accelerators for Data Centers","display_name":"Guest Editors\u2019 Introduction: Hardware Accelerators for Data Centers","publication_year":2018,"publication_date":"2018-02-01","ids":{"openalex":"https://openalex.org/W2786159036","doi":"https://doi.org/10.1109/mdat.2017.2779981","mag":"2786159036"},"language":"en","primary_location":{"id":"doi:10.1109/mdat.2017.2779981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mdat.2017.2779981","pdf_url":null,"source":{"id":"https://openalex.org/S4210176427","display_name":"IEEE Design and Test","issn_l":"2168-2356","issn":["2168-2356","2168-2364"],"is_oa":false,"is_in_doaj":false,"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 Design & Test","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/A5058119792","display_name":"Mustafa \u00d6zdal","orcid":"https://orcid.org/0000-0002-0286-2128"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mustafa Ozdal","raw_affiliation_strings":["Department of Computer Engineering, Bilkent University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043138186","display_name":"Gi-Joon Nam","orcid":"https://orcid.org/0000-0001-6355-2935"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gi-Joon Nam","raw_affiliation_strings":["IBM Research"],"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110600508","display_name":"Debbie Marr","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Debbie Marr","raw_affiliation_strings":["Intel Corp"],"affiliations":[{"raw_affiliation_string":"Intel Corp","institution_ids":["https://openalex.org/I4210158342"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058119792"],"corresponding_institution_ids":["https://openalex.org/I168864056"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02041066,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"1","first_page":"5","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9969000220298767,"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":0.9896000027656555,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9886000156402588,"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":0.8063446283340454},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.5131486058235168},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.5076044797897339},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.5006849765777588},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.4804789125919342},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4708765745162964},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.43760523200035095},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.41152840852737427},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.35198381543159485}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8063446283340454},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.5131486058235168},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5076044797897339},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.5006849765777588},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.4804789125919342},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4708765745162964},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.43760523200035095},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.41152840852737427},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.35198381543159485},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mdat.2017.2779981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mdat.2017.2779981","pdf_url":null,"source":{"id":"https://openalex.org/S4210176427","display_name":"IEEE Design and Test","issn_l":"2168-2356","issn":["2168-2356","2168-2364"],"is_oa":false,"is_in_doaj":false,"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 Design & Test","raw_type":"journal-article"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/37989","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/37989","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Design and Test","raw_type":"Editorial"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3126131865","https://openalex.org/W2044344400","https://openalex.org/W4253186488","https://openalex.org/W1967938402","https://openalex.org/W2386041993","https://openalex.org/W1608572506","https://openalex.org/W2160474882","https://openalex.org/W2518118925","https://openalex.org/W3159273459","https://openalex.org/W4386568676"],"abstract_inverted_index":{"It":[0],"is":[1,141],"our":[2],"pleasure":[3],"to":[4,55,114,143,146],"introduce":[5],"this":[6],"special":[7],"issue":[8],"on":[9],"hardware":[10,119],"accelerators":[11,42,120],"for":[12,68,101,109,126],"data":[13,39,52,69,102,154],"centers.":[14,70,155],"Data":[15],"centers":[16,103],"around":[17],"the":[18,27,49,85,97],"world":[19],"have":[20,64],"been":[21],"expanding":[22],"and":[23,38,59,78,89,104,116,134],"multiplying":[24],"rapidly":[25],"in":[26,48],"last":[28],"decade":[29],"with":[30],"increased":[31],"internet":[32],"use,":[33],"online":[34],"services,":[35],"compute":[36],"consolidation,":[37],"analytics.":[40],"Hardware":[41],"are":[43,121],"increasingly":[44],"important":[45],"architectural":[46],"components":[47],"context":[50],"of":[51,87],"center":[53],"customization":[54],"achieve":[56],"high":[57],"performance":[58,107],"lower":[60],"energy.":[61],"Prominent":[62],"companies":[63],"introduced":[65],"FPGA/GPU-based":[66],"platforms":[67,125],"For":[71],"example,":[72],"IBM\u2019s":[73],"Coherent":[74],"Accelerator":[75,81],"Processor":[76],"Interface":[77],"Intel\u2019s":[79],"Quick-Assist":[80],"Abstraction":[82],"Layer":[83],"enable":[84],"integration":[86],"CPUs":[88],"FPGAs/GPUs":[90],"through":[91],"coherent":[92],"shared":[93],"memory.":[94],"Microsoft":[95],"built":[96],"configurable":[98],"cloud":[99],"platform":[100],"demonstrated":[105],"significant":[106],"improvements":[108],"different":[110],"workloads.":[111],"In":[112],"addition":[113],"FPGAs":[115],"GPUs,":[117],"application-specific":[118],"being":[122],"integrated":[123],"into":[124],"widely":[127],"used":[128,145],"workloads":[129,151],"such":[130],"as":[131],"compression,":[132],"cryptography,":[133],"pattern":[135],"matching.":[136],"Google\u2019s":[137,153],"tensor":[138],"processing":[139],"unit":[140],"reported":[142],"be":[144],"accelerate":[147],"machine":[148],"learning":[149],"(ML)":[150],"at":[152]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}