{"id":"https://openalex.org/W4416146847","doi":"https://doi.org/10.1145/3712285.3769467","title":"Reproducibility Report for SC25 Paper Moment: Co-optimizing Physical Communication Topology and Data Placement for Multi-GPU Out-of-core GNN Training","display_name":"Reproducibility Report for SC25 Paper Moment: Co-optimizing Physical Communication Topology and Data Placement for Multi-GPU Out-of-core GNN Training","publication_year":2025,"publication_date":"2025-11-12","ids":{"openalex":"https://openalex.org/W4416146847","doi":"https://doi.org/10.1145/3712285.3769467"},"language":null,"primary_location":{"id":"doi:10.1145/3712285.3769467","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712285.3769467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","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/A5085737368","display_name":"Minh Thanh Chung","orcid":"https://orcid.org/0000-0001-6119-3852"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]},{"id":"https://openalex.org/I4210163716","display_name":"Leibniz Supercomputing Centre","ror":"https://ror.org/05558nw16","country_code":"DE","type":"facility","lineage":["https://openalex.org/I109144446","https://openalex.org/I4210163716"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Minh Chung","raw_affiliation_strings":["Leibniz Supercomputing Centre (LRZ), Munich, Germany and Institute for Computer Science, Ludwig-Maximilians-University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz Supercomputing Centre (LRZ), Munich, Germany and Institute for Computer Science, Ludwig-Maximilians-University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097","https://openalex.org/I4210163716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085737368"],"corresponding_institution_ids":["https://openalex.org/I4210163716","https://openalex.org/I8204097"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3915861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2286","last_page":"2286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.1152999997138977,"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":0.1152999997138977,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.09480000287294388,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.08309999853372574,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/reproducibility","display_name":"Reproducibility","score":0.7452999949455261},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7444999814033508},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.542900025844574},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.44670000672340393},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4242999851703644},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4025000035762787}],"concepts":[{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.7452999949455261},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7444999814033508},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6664000153541565},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.542900025844574},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.44670000672340393},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4242999851703644},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4025000035762787},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3653999865055084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31540000438690186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31209999322891235},{"id":"https://openalex.org/C3020594445","wikidata":"https://www.wikidata.org/wiki/Q1550460","display_name":"Initial training","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.2694999873638153},{"id":"https://openalex.org/C12269588","wikidata":"https://www.wikidata.org/wiki/Q132364","display_name":"Communications protocol","level":2,"score":0.26100000739097595}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3712285.3769467","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712285.3769467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"reproducibility":[1],"report":[2],"provides":[3],"details":[4],"about":[5],"the":[6,13,47,58],"artifact":[7],"evaluation":[8],"done":[9,43],"with":[10],"regards":[11],"to":[12],"Artifact":[14],"Description":[15],"and":[16,27],"Evaluation":[17],"appendix":[18],"of":[19,46,50,57],"SC25":[20,59],"paper":[21],"Moment:":[22],"Co-optimizing":[23],"Physical":[24],"Communication":[25],"Topology":[26],"Data":[28],"Placement":[29],"for":[30],"Multi-GPU":[31],"Out-of-core":[32],"GNN":[33],"Training":[34],"by":[35],"Mo":[36],"Sun":[37],"et":[38],"al.":[39],"The":[40,52],"work":[41],"was":[42],"as":[44],"part":[45],"Reproducibility":[48],"Initiative":[49],"SC25.":[51],"author":[53],"is":[54],"a":[55],"member":[56],"Reproducibilty":[60],"Committee.":[61]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-12T00:00:00"}
