{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,27]],"date-time":"2026-06-27T19:42:37Z","timestamp":1782589357086,"version":"3.54.5"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000143","name":"Division of Computing and Communication Foundations","doi-asserted-by":"publisher","award":["CCF-1702980"],"award-info":[{"award-number":["CCF-1702980"]}],"id":[{"id":"10.13039\/100000143","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000143","name":"Division of Computing and Communication Foundations","doi-asserted-by":"publisher","award":["CCF-1703013"],"award-info":[{"award-number":["CCF-1703013"]}],"id":[{"id":"10.13039\/100000143","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000143","name":"Division of Computing and Communication Foundations","doi-asserted-by":"publisher","award":["CCF-1812495"],"award-info":[{"award-number":["CCF-1812495"]}],"id":[{"id":"10.13039\/100000143","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000143","name":"Division of Computing and Communication Foundations","doi-asserted-by":"publisher","award":["CCF-1901165"],"award-info":[{"award-number":["CCF-1901165"]}],"id":[{"id":"10.13039\/100000143","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000143","name":"Division of Computing and Communication Foundations","doi-asserted-by":"publisher","award":["CCF-1936794"],"award-info":[{"award-number":["CCF-1936794"]}],"id":[{"id":"10.13039\/100000143","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/tpds.2021.3133691","type":"journal-article","created":{"date-parts":[[2021,12,9]],"date-time":"2021-12-09T20:53:11Z","timestamp":1639083191000},"page":"1-1","source":"Crossref","is-referenced-by-count":16,"title":["SGCNAX: A Scalable Graph Convolutional Neural Network Accelerator with Workload Balancing"],"prefix":"10.1109","author":[{"given":"Jiajun","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hao","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ke","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ahmed","family":"Louri","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2038037.1941590"},{"key":"ref38","article-title":"VersaGNN: A versatile accelerator for graph neural networks","author":"shi","year":"2021"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA47549.2020.00030"},{"key":"ref32","article-title":"CACTI 6.0: A tool to understand large caches","author":"muralimanohar","year":"2009"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO50266.2020.00064"},{"key":"ref30","article-title":"A comprehensive survey on graph neural networks","author":"wu","year":"2019"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3373087.3375312"},{"key":"ref36","article-title":"GRIP: A graph neural network accelerator architecture","author":"kiningham","year":"2020"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2020.3014632"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18072.2020.9218751"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3352460.3358291"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3007787.3001163"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/109025.109108"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2684746.2689060"},{"key":"ref29","article-title":"Memory-driven data-flow optimization for neural processing accelerators","author":"nie","year":"2020"},{"key":"ref2","article-title":"Graph neural network for traffic forecasting: A survey","author":"jiang","year":"2021"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380186"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA47549.2020.00012"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2018.00067"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA51647.2021.00070"},{"key":"ref24","article-title":"How powerful are graph neural networks?","author":"xu","year":"2018"},{"key":"ref23","first-page":"1024","article-title":"Inductive representation learning on large graphs","author":"hamilton","year":"2017","journal-title":"Proc 31st Int Conf Neural Inf Process Syst"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/502874.502897"},{"key":"ref25","article-title":"Energy table for 45nm process","author":"horowitz","year":"2012"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3020078.3021743"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2018.8547561"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080254"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO.2016.7783723"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3007787.3001138"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3007787.3001177"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080246"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2018.00053"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3352460.3358256"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM.2019.00028"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2981333"},{"key":"ref11","article-title":"Deep convolutional networks on graph-structured data","author":"henaff","year":"2015"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3307681.3326609"},{"key":"ref12","first-page":"3844","article-title":"Convolutional neural networks on graphs with fast localized spectral filtering","author":"defferrard","year":"2016","journal-title":"Proc 30th Int Conf Neural Inf Process Syst"},{"key":"ref13","article-title":"Semi-supervised classification with graph convolutional networks","author":"kipf","year":"2016"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3340404"},{"key":"ref15","article-title":"PyTorch-BigGraph: A large-scale graph embedding system","author":"lerer","year":"2019"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LCA.2020.2970395"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/LCA.2017.2762308"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO50266.2020.00079"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3020078.3021736"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01267-0_30"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00178"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58610-2_21"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00499"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2019.8759531"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2019.101929"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3123939.3123976"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.10.004"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2018.00052"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/2694413.2694421"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3352460.3358318"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA45697.2020.00043"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2847263.2847339"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3007787.3001155"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO.2016.7783759"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2847263.2847337"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/4359390\/09645224.pdf?arnumber=9645224","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,26]],"date-time":"2022-05-26T15:59:45Z","timestamp":1653580785000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9645224\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/tpds.2021.3133691","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":[[2021]]}}}