{"id":"https://openalex.org/W2901743767","doi":"https://doi.org/10.14529/jsfi180105","title":"Exploiting the Performance Benefits of Storage Class Memory for HPC and HPDA Workflows","display_name":"Exploiting the Performance Benefits of Storage Class Memory for HPC and HPDA Workflows","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2901743767","doi":"https://doi.org/10.14529/jsfi180105","mag":"2901743767"},"language":"en","primary_location":{"id":"doi:10.14529/jsfi180105","is_oa":true,"landing_page_url":"https://doi.org/10.14529/jsfi180105","pdf_url":null,"source":{"id":"https://openalex.org/S4210177204","display_name":"Supercomputing Frontiers and Innovations","issn_l":"2313-8734","issn":["2313-8734","2409-6008"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310312680","host_organization_name":"Publishing center of the South Ural State University","host_organization_lineage":["https://openalex.org/P4310312680"],"host_organization_lineage_names":["Publishing center of the South Ural State University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supercomputing Frontiers and Innovations","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.14529/jsfi180105","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052858951","display_name":"Mich\u00e8le Weiland","orcid":"https://orcid.org/0000-0003-4713-3073"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Michele Weiland","raw_affiliation_strings":["The University of Edinburgh"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013342529","display_name":"William Henry Jackson","orcid":"https://orcid.org/0000-0003-0073-682X"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adrian Jackson","raw_affiliation_strings":["The University of Edinburgh"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091742118","display_name":"Nick Johnson","orcid":"https://orcid.org/0000-0001-6389-2112"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nick Johnson","raw_affiliation_strings":["The University of Edinburgh"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037918107","display_name":"Mark Parsons","orcid":"https://orcid.org/0000-0003-4097-7468"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Parsons","raw_affiliation_strings":["The University of Edinburgh"],"affiliations":[{"raw_affiliation_string":"The University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052858951"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":1.6608,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.86162627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998999834060669,"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":0.9998999834060669,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9976000189781189,"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":0.9975000023841858,"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":0.8354400396347046},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7240800857543945},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.5931230783462524},{"id":"https://openalex.org/keywords/memory-hierarchy","display_name":"Memory hierarchy","score":0.552965521812439},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.546857476234436},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.4888431429862976},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4571824073791504},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.4569989740848541},{"id":"https://openalex.org/keywords/class-hierarchy","display_name":"Class hierarchy","score":0.42874088883399963},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4259512424468994},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.37938693165779114},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3726351857185364},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.34558501839637756},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3296439051628113},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.11591914296150208}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8354400396347046},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7240800857543945},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.5931230783462524},{"id":"https://openalex.org/C2778100165","wikidata":"https://www.wikidata.org/wiki/Q1589327","display_name":"Memory hierarchy","level":3,"score":0.552965521812439},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.546857476234436},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.4888431429862976},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4571824073791504},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.4569989740848541},{"id":"https://openalex.org/C2781289151","wikidata":"https://www.wikidata.org/wiki/Q2903989","display_name":"Class hierarchy","level":3,"score":0.42874088883399963},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4259512424468994},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.37938693165779114},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3726351857185364},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.34558501839637756},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3296439051628113},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.11591914296150208},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C73752529","wikidata":"https://www.wikidata.org/wiki/Q79872","display_name":"Object-oriented programming","level":2,"score":0.0},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.14529/jsfi180105","is_oa":true,"landing_page_url":"https://doi.org/10.14529/jsfi180105","pdf_url":null,"source":{"id":"https://openalex.org/S4210177204","display_name":"Supercomputing Frontiers and Innovations","issn_l":"2313-8734","issn":["2313-8734","2409-6008"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310312680","host_organization_name":"Publishing center of the South Ural State University","host_organization_lineage":["https://openalex.org/P4310312680"],"host_organization_lineage_names":["Publishing center of the South Ural State University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supercomputing Frontiers and Innovations","raw_type":"journal-article"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/bebd98bc-feef-43dc-a869-699963ca41a8","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/bebd98bc-feef-43dc-a869-699963ca41a8","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Weiland, M, Jackson, A, Johnson, N & Parsons, M 2018, 'Exploiting the Performance Benefits of Storage Class Memory for HPC and HPDA Workflows', Supercomputing Frontiers and Innovations, vol. 5, no. 1, pp. 79-94. https://doi.org/10.14529/jsfi180105","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.ed.ac.uk:publications/bebd98bc-feef-43dc-a869-699963ca41a8","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11820/bebd98bc-feef-43dc-a869-699963ca41a8","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.14529/jsfi180105","is_oa":true,"landing_page_url":"https://doi.org/10.14529/jsfi180105","pdf_url":null,"source":{"id":"https://openalex.org/S4210177204","display_name":"Supercomputing Frontiers and Innovations","issn_l":"2313-8734","issn":["2313-8734","2409-6008"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310312680","host_organization_name":"Publishing center of the South Ural State University","host_organization_lineage":["https://openalex.org/P4310312680"],"host_organization_lineage_names":["Publishing center of the South Ural State University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supercomputing Frontiers and Innovations","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1596936080","https://openalex.org/W2412848782","https://openalex.org/W2609265534","https://openalex.org/W2613195858","https://openalex.org/W2742513757","https://openalex.org/W2778417717","https://openalex.org/W2780284891","https://openalex.org/W2907174891"],"related_works":["https://openalex.org/W3120961607","https://openalex.org/W3148568549","https://openalex.org/W4240065621","https://openalex.org/W2811273125","https://openalex.org/W4249818182","https://openalex.org/W2731413593","https://openalex.org/W2965164214","https://openalex.org/W4243032695","https://openalex.org/W2171034968","https://openalex.org/W2170118092"],"abstract_inverted_index":{"Byte-addressable":[0],"storage":[1,15],"class":[2],"memory":[3,13],"(SCM)":[4],"is":[5,49],"an":[6,134],"upcoming":[7],"technology":[8],"that":[9,97],"will":[10],"transform":[11],"the":[12,23,40,55,78,93,137,142],"and":[14,28,44,65,103,116,128],"hierarchy":[16],"of":[17,80,136,141],"HPC":[18],"systems":[19],"by":[20],"dramatically":[21],"reducing":[22],"latency":[24],"gap":[25],"between":[26],"DRAM":[27],"persistent":[29],"storage.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34],"discuss":[35],"general":[36],"SCM":[37,48,71],"characteristics,":[38],"including":[39],"different":[41],"hardware":[42],"configurations":[43],"data":[45,68,89,104,126,129],"access":[46,69],"mechanisms":[47],"likely":[50],"to":[51,100,111,118],"provide.":[52],"We":[53,91,131],"outline":[54],"performance":[56,79,138,148],"challenges":[57],"I/O":[58,151],"requirements":[59],"place":[60],"on":[61,77,145],"traditional":[62],"scientific":[63],"workflows":[64],"present":[66,133],"how":[67],"through":[70],"can":[72],"have":[73],"a":[74,125],"beneficial":[75],"impact":[76],"such":[81],"workflows,":[82],"in":[83,109],"particular":[84],"those":[85],"with":[86,150],"large":[87],"scale":[88],"dependencies.":[90,152],"describe":[92],"system":[94,114],"software":[95],"components":[96],"are":[98],"required":[99],"enabled":[101],"workflow":[102,147],"aware":[105],"resource":[106],"allocation":[107],"scheduling":[108],"order":[110],"optimise":[112],"both":[113],"throughput":[115],"time":[117],"solution":[119],"for":[120],"individual":[121],"applications;":[122],"these":[123],"include":[124],"scheduler":[127],"movers.":[130],"also":[132],"illustration":[135],"improvement":[139],"potential":[140],"technology,":[143],"based":[144],"initial":[146],"benchmarks":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-11-29T00:00:00"}
