{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T14:50:33Z","timestamp":1773499833115,"version":"3.50.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["CNS-1617634"],"award-info":[{"award-number":["CNS-1617634"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100011501","name":"Virginia Commonwealth Cyber Initiative (CCI), Virginia Tech Institute for Critical Technology and Applied Science","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100011501","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007065","name":"NVIDIA Corp. in Santa Clara, CA","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007065","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Networking"],"published-print":{"date-parts":[[2022,4]]},"DOI":"10.1109\/tnet.2021.3118005","type":"journal-article","created":{"date-parts":[[2021,10,20]],"date-time":"2021-10-20T20:17:02Z","timestamp":1634761022000},"page":"601-615","source":"Crossref","is-referenced-by-count":8,"title":["GPF+: A Novel Ultrafast GPU-Based Proportional Fair Scheduler for 5G NR"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0544-6602","authenticated-orcid":false,"given":"Yan","family":"Huang","sequence":"first","affiliation":[{"name":"NVIDIA Corporation, Santa Clara, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2648-5478","authenticated-orcid":false,"given":"Shaoran","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3716-5768","authenticated-orcid":false,"given":"Y. Thomas","family":"Hou","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2421-4623","authenticated-orcid":false,"given":"Wenjing","family":"Lou","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Virginia Tech, Falls Church, VA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Study on Scenarios and Requirements for Next Generation Access Technologies","year":"2017"},{"key":"ref2","volume-title":"NR; User Equipment (UE) Radio Transmission and Reception; Part 1: Range 1 Standalone","year":"2018"},{"key":"ref3","volume-title":"Evolved Universal Terrestrial Radio Access (E-UTRA); User Equipment (UE) Radio Transmission and Reception","year":"2018"},{"key":"ref4","volume-title":"Wireless Communications: Principles and Practice","author":"Rappaport","year":"1996"},{"key":"ref5","volume-title":"Feasibility Study on New Services and Markets Technology Enablers; Stage 1","year":"2016"},{"key":"ref6","volume-title":"NR; Physical Channels and Modulation","year":"2018"},{"key":"ref7","volume-title":"NR; NR and NG-RAN overall description","year":"2018"},{"key":"ref8","volume-title":"Study on New Radio Access Technology; Radio Interface Protocol Aspects","year":"2017"},{"key":"ref9","first-page":"1","article-title":"Multiuser diversity in wireless networks: Smart scheduling, dumb antennas and epidemic communication","volume-title":"Proc. IMA Workshop Wireless Netw.","author":"Tse"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2009.5062041"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195733"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2013.2297310"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2009.2016449"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3241539.3241552"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2016.2586074"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2014.7004254"},{"key":"ref17","first-page":"197","article-title":"FlexCore: Massively parallel and flexible processing for large MIMO access points","volume-title":"Proc. USENIX NSDI","author":"Husmann"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2012.2210576"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155337"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2016.7905910"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1851182.1851207"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2504730.2504756"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2015.2491265"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2013.52"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2586309"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/DySPAN.2018.8610476"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2019.00146"},{"key":"ref28","volume-title":"Making 5G NR a Commercial Reality","year":"2021"},{"key":"ref29","volume-title":"NR; Physical Layer Procedures for Data","year":"2018"},{"key":"ref30","volume-title":"Evolved Universal Terrestrial Radio Access (E-UTRA); Physical Layer Procedures","year":"2018"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1002\/9780470742891"},{"key":"ref32","volume-title":"Study on Channel Model for Frequencies From 0.5 to 100 GHz","year":"2018"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.060912.00100"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2016.2589462"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1040.0156"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-4388-3"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139088466"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/9781118627372"},{"key":"ref39","volume-title":"Dynamic Programming and Optimal Control","author":"Bertsekas","year":"1995"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/9780470496916"},{"key":"ref41","volume-title":"IBM ILOG CPLEX Optimizer","year":"2021"},{"key":"ref42","volume-title":"CUDA C Programming Guide 11.4.2","year":"2021"},{"key":"ref43","volume-title":"NVIDIA Aerial: Build and Deploy GPU-Accelerated 5G Virtual Radio Access Networks (vRAN)","year":"2021"},{"key":"ref44","volume-title":"Optimizing Parallel Reduction in CUDA","year":"2021"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2013.130202"},{"key":"ref46","volume-title":"NVIDIA Tesla V100 GPU Architecture","year":"2021"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-005-5724-z"},{"key":"ref48","volume-title":"The Cross-Entropy Method. A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation, and Machine Learning","author":"Rubinstein","year":"2004"}],"container-title":["IEEE\/ACM Transactions on Networking"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/90\/9758081\/9582828-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/90\/9758081\/09582828.pdf?arnumber=9582828","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T23:34:46Z","timestamp":1705016086000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9582828\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4]]},"references-count":48,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tnet.2021.3118005","relation":{},"ISSN":["1063-6692","1558-2566"],"issn-type":[{"value":"1063-6692","type":"print"},{"value":"1558-2566","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,4]]}}}