{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T03:08:30Z","timestamp":1774321710599,"version":"3.50.1"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&#x0026;D Program of China","award":["2022ZD0115304"],"award-info":[{"award-number":["2022ZD0115304"]}]},{"name":"NSFC for Distinguished Young Scholar","award":["62225206"],"award-info":[{"award-number":["62225206"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U23B2027"],"award-info":[{"award-number":["U23B2027"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62302251"],"award-info":[{"award-number":["62302251"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["BX20230193"],"award-info":[{"award-number":["BX20230193"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2025,2]]},"DOI":"10.1109\/tpds.2024.3485789","type":"journal-article","created":{"date-parts":[[2024,10,24]],"date-time":"2024-10-24T17:30:37Z","timestamp":1729791037000},"page":"308-325","source":"Crossref","is-referenced-by-count":2,"title":["Leveraging Graph Analysis to Pinpoint Root Causes of Scalability Issues for Parallel Applications"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2358-3395","authenticated-orcid":false,"given":"Yuyang","family":"Jin","sequence":"first","affiliation":[{"name":"Department of Computer Science and Technology, Tsinghua University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4605-148X","authenticated-orcid":false,"given":"Haojie","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, Tsinghua University, Beijing, China"}]},{"given":"Xiongchao","family":"Tang","sequence":"additional","affiliation":[{"name":"Qingcheng.AI Company, Beijing, China"}]},{"given":"Zhenhua","family":"Guo","sequence":"additional","affiliation":[{"name":"State Key Laboratory of High-End and Storage Technology, Inspur Electronic Information Industry Company Ltd., Jinan, China"}]},{"given":"Yaqian","family":"Zhao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of High-End and Storage Technology, Inspur Electronic Information Industry Company Ltd., Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1333-9797","authenticated-orcid":false,"given":"Torsten","family":"Hoefler","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Scalable Parallel Computing Laboratory (SPCL), ETH Zurich, Zurich, Switzerland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9653-4108","authenticated-orcid":false,"given":"Tao","family":"Liu","sequence":"additional","affiliation":[{"name":"Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"}]},{"given":"Xu","family":"Liu","sequence":"additional","affiliation":[{"name":"Computer Science Department, North Carolina State University, Raleigh, NC, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7656-6428","authenticated-orcid":false,"given":"Jidong","family":"Zhai","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, Tsinghua University, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Top500 website","year":"2020"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/SC.Companion.2012.147"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.12.010"},{"key":"ref4","article-title":"Openmp scalability limits on large SMPs and how to extend them","author":"Schmidl","year":"2016"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.2172\/983318"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.1556"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.1553"},{"key":"ref8","article-title":"mpiP: Lightweight, scalable MPI profiling","author":"Vetter","year":"2024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2010.47"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1654059.1654111"},{"key":"ref11","article-title":"Intel trace analyzer and collector","year":"2024"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1837853.1693493"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-73814-7_11"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2016.46"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.23919\/ISC.2024.10528932"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/PACT.2015.39"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2503210.2503277"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-40528-5_20"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2014.17"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3503221.3508405"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2024569.2024572"},{"key":"ref22","article-title":"PAPI tools","year":"2024"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1375527.1375580"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3200691.3178497"},{"key":"ref25","article-title":"The LLVM compiler framework","year":"2024"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.1149"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.728"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1177\/1094342015593158"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1086\/504594"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.cpc.2021.108171"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-31476-6_7"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPSW.2010.5470816"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.14529\/jsfi140207"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.14529\/jsfi200105"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1177\/1094342006064482"},{"key":"ref36","article-title":"TAU homepage. University of oregon","year":"2024"},{"key":"ref37","first-page":"637","article-title":"Developing scalable applications with vampir, vampirserver and vampirtrace","volume-title":"PARCO","author":"M\u00fcller","year":"2007"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-68564-7_9"},{"key":"ref39","article-title":"Vampir homepage. technical university dresden","year":"2024"},{"key":"ref40","article-title":"Scalasca homepage. Julich Supercomputing Centre and German Research School for Simulation Sciences","year":"2024"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24025-6_8"},{"key":"ref42","article-title":"Score-P homepage. score-p consortium","year":"2024"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0024763"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-14122-5_23"},{"key":"ref45","article-title":"Paraver homepage. Barcelona supercomputing center","year":"2024"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2007.370238"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ipdps.2007.370261"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CCGRID.2010.111"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2005.28"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2010.18"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3295500.3356219"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3437359.3465582"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2007.370254"},{"key":"ref54","article-title":"NVIDIA Nsight","year":"2024"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-16012-2_2"},{"key":"ref56","article-title":"Craypat-cray X1 performance analysis tool","author":"Kaufmann","year":"2003"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-50743-5_22"},{"key":"ref58","first-page":"561","article-title":"Spindle: Informed memory access monitoring","volume-title":"Proc. 2018 Annu. Tech. Conf.","author":"Wang"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/2667219"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/1996130.1996143"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/2063384.2063451"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/2666356.2594336"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/1274971.1274976"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ISPASS.2015.7095779"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/2807591.2807648"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/71\/10795769\/10734146.pdf?arnumber=10734146","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,14]],"date-time":"2025-01-14T20:12:35Z","timestamp":1736885555000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10734146\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2]]},"references-count":65,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2024.3485789","relation":{},"ISSN":["1045-9219","1558-2183","2161-9883"],"issn-type":[{"value":"1045-9219","type":"print"},{"value":"1558-2183","type":"electronic"},{"value":"2161-9883","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,2]]}}}