{"id":"https://openalex.org/W4206962042","doi":"https://doi.org/10.1109/hipcw54834.2021.00011","title":"HPC@SCALE: A Hands-on Approach for Training Next-Gen HPC Software Architects","display_name":"HPC@SCALE: A Hands-on Approach for Training Next-Gen HPC Software Architects","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4206962042","doi":"https://doi.org/10.1109/hipcw54834.2021.00011"},"language":"en","primary_location":{"id":"doi:10.1109/hipcw54834.2021.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipcw54834.2021.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 28th International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW)","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/A5002465410","display_name":"Tanzima Islam","orcid":"https://orcid.org/0000-0003-2877-5871"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tanzima Z. Islam","raw_affiliation_strings":["Texas State University,Computer Science","Computer Science, Texas State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas State University,Computer Science","institution_ids":["https://openalex.org/I13511017"]},{"raw_affiliation_string":"Computer Science, Texas State University","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005889420","display_name":"Chase Phelps","orcid":"https://orcid.org/0000-0003-1480-0917"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chase Phelps","raw_affiliation_strings":["Texas State University,Computer Science","Computer Science, Texas State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas State University,Computer Science","institution_ids":["https://openalex.org/I13511017"]},{"raw_affiliation_string":"Computer Science, Texas State University","institution_ids":["https://openalex.org/I13511017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I13511017"],"apc_list":null,"apc_paid":null,"fwci":0.2713,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47997978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"34"},"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":0.9961000084877014,"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":0.9937999844551086,"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":0.7649039030075073},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.7144144177436829},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6889928579330444},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6105493903160095},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5112113952636719},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5084044337272644},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4941425621509552},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4728299081325531},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45186856389045715},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.42531895637512207},{"id":"https://openalex.org/keywords/dynamism","display_name":"Dynamism","score":0.4248502850532532},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.37250077724456787},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15633103251457214}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7649039030075073},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.7144144177436829},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6889928579330444},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6105493903160095},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5112113952636719},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5084044337272644},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4941425621509552},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4728299081325531},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45186856389045715},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.42531895637512207},{"id":"https://openalex.org/C2775836275","wikidata":"https://www.wikidata.org/wiki/Q3502310","display_name":"Dynamism","level":2,"score":0.4248502850532532},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37250077724456787},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15633103251457214},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hipcw54834.2021.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipcw54834.2021.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 28th International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W63848143","https://openalex.org/W1514604846","https://openalex.org/W1969923711","https://openalex.org/W2043701535","https://openalex.org/W2136434791","https://openalex.org/W2998081865","https://openalex.org/W4206038948","https://openalex.org/W4246569695","https://openalex.org/W4252909492","https://openalex.org/W6630683180"],"related_works":["https://openalex.org/W2000438032","https://openalex.org/W2775384662","https://openalex.org/W2385556862","https://openalex.org/W4297288183","https://openalex.org/W4297802007","https://openalex.org/W2117883229","https://openalex.org/W2077105843","https://openalex.org/W2770465587","https://openalex.org/W2086716781","https://openalex.org/W2022510519"],"abstract_inverted_index":{"High":[0,28],"Performance":[1],"Computing":[2],"(HPC)":[3],"systems":[4,37],"enable":[5],"multi-scale":[6],"simulations":[7],"to":[8,25,62,133,137,193],"gain":[9],"meaningful":[10],"insights":[11],"into":[12],"otherwise":[13],"experimentally":[14],"intractable":[15],"phenomena":[16],"such":[17],"as":[18],"climate":[19],"change":[20],"and":[21,32,47,91,166],"destabilizing":[22],"drug-protein":[23],"interactions":[24],"cure":[26],"cancer.":[27],"levels":[29],"of":[30,45,78,107,147,156],"parallelism":[31],"heterogeneous":[33,69],"architectures":[34],"in":[35,51,162,173,200],"these":[36,67,111],"offer":[38],"unprecedented":[39],"computational":[40,101],"capability":[41],"at":[42,196],"the":[43,60,79,86,104,114,154],"cost":[44],"complexity":[46],"dynamism.":[48],"Recent":[49],"efforts":[50],"workforce":[52],"development":[53],"have":[54,177,186],"focused":[55],"on":[56,207],"preparing":[57],"students":[58,132,195],"with":[59,100],"background":[61],"write":[63],"a":[64,143,178,188],"program":[65],"for":[66],"complex":[68],"platforms":[70],"successfully":[71],"[1].":[72],"However,":[73],"computing":[74,168],"is":[75,96,142,160],"only":[76],"one":[77],"three":[80],"tasks":[81],"an":[82,148],"HPC":[83],"application":[84],"performs;":[85],"other":[87],"two":[88],"are":[89],"communication":[90],"I/O.":[92,210],"Since":[93],"network":[94,115],"bandwidth":[95],"not":[97,130],"scaling":[98,157],"proportionately":[99],"capabilities,":[102],"moving":[103],"large":[105],"volume":[106],"data":[108],"generated":[109],"by":[110],"applications":[112,159],"through":[113],"slows":[116],"down":[117],"scientific":[118],"progress.":[119],"A":[120],"high-level":[121],"datadriven":[122],"analysis":[123],"shows":[124],"that":[125,174],"most":[126],"existing":[127],"curricula":[128],"do":[129],"prepare":[131],"consider":[134],"design":[135],"choices":[136],"scale":[138],"parallel":[139,209],"I/O,":[140],"which":[141],"crucial":[144],"building":[145,201],"component":[146],"end-to-end":[149,203],"system.":[150],"At":[151],"its":[152],"core,":[153],"problem":[155],"data-intensive":[158],"common":[161],"both":[163],"high-performance,":[164],"high-throughput,":[165],"Cloud":[167],"environments,":[169],"so":[170],"any":[171],"training":[172],"regard":[175],"will":[176],"broad":[179],"impact.":[180],"To":[181],"fill":[182],"this":[183],"gap,":[184],"we":[185],"designed":[187],"new":[189],"course":[190],"called":[191],"HPC@SCALE":[192],"train":[194],"Texas":[197],"State":[198],"University":[199],"scalable":[202],"system":[204],"software":[205],"focusing":[206],"minimizing":[208]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}