{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T19:23:16Z","timestamp":1774120996977,"version":"3.50.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T00:00:00Z","timestamp":1695600000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T00:00:00Z","timestamp":1695600000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation (NSF)","doi-asserted-by":"publisher","award":["CCF-1919289"],"award-info":[{"award-number":["CCF-1919289"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,9,25]]},"DOI":"10.1109\/hpec58863.2023.10363610","type":"proceedings-article","created":{"date-parts":[[2023,12,25]],"date-time":"2023-12-25T19:39:57Z","timestamp":1703533197000},"page":"1-7","source":"Crossref","is-referenced-by-count":4,"title":["PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models"],"prefix":"10.1109","author":[{"given":"Neelesh","family":"Gupta","sequence":"first","affiliation":[{"name":"University of Southern California"}]},{"given":"Pengmiao","family":"Zhang","sequence":"additional","affiliation":[{"name":"University of Southern California"}]},{"given":"Rajgopal","family":"Kannan","sequence":"additional","affiliation":[{"name":"DEVCOM Army Research Lab"}]},{"given":"Viktor","family":"Prasanna","sequence":"additional","affiliation":[{"name":"University of Southern California"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/216585.216588"},{"key":"ref2","article-title":"The gap between processor and memory speeds","volume-title":"Proc. of IEEE International Conference on Control and Automation","author":"Carvalho"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/125826.125932"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/2.596622"},{"issue":"7","key":"ref5","article-title":"A survey of machine learning-based system performance optimization techniques","volume-title":"Applied Sciences","volume":"11","author":"Choi","year":"2021"},{"key":"ref6","article-title":"Learning memory access patterns","volume-title":"vol. abs\/1803.02329","author":"Hashemi","year":"2018"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3357526.3357549"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.1145\/3132402.3132405","volume-title":"Long short term based memory hardware prefetcher","author":"Zeng","year":"2017"},{"key":"ref9","author":"Hooker","year":"2019","journal-title":"What do compressed deep neural networks forget?"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3380942"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522740"},{"key":"ref12","article-title":"Accelerating pagerank using partition-centric processing","volume-title":"2018 USENIX Annual Technical Conference (USENIX ATC 18)","author":"Lakhotia","year":"2018"},{"issue":"4","key":"ref13","first-page":"128","article-title":"Catastrophic forgetting in connectionist networks","volume-title":"Trends in Cognitive Sciences","volume":"3","author":"French","year":"1999"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref15","article-title":"Distilling the knowledge in a neural network","author":"Hinton","year":"2015","journal-title":"arXiv preprint"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-77723-6_3"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.1998.694794"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IPCCC.2001.918668"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3528416.3530236"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC55821.2022.9926307"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2006.302742"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s41060-021-00268-y"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2307\/2346830"},{"key":"ref24","volume-title":"Pattern Recognition and Machine Learning (Information Science and Statistics)","author":"Bishop","year":"2006"},{"issue":"5","key":"ref25","volume-title":"in-network ensemble\u201d: Deep ensemble learning with diversified knowledge distillation","volume":"12","author":"Li","year":"2021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04898-2_327"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref28","article-title":"Sequencer: Deep lstm for image classification","author":"Tatsunami","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref29","first-page":"24261","article-title":"Mlp-mixer: An all-mlp architecture for vision","volume-title":"Advances in Neural Information Processing Systems","volume":"34","author":"Tolstikhin","year":"2021"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"issue":"01","key":"ref31","article-title":"Evaluation: From precision, recall and f-factor to roc, informedness, markedness correlation","volume":"2","author":"Powers","year":"2008","journal-title":"Mach. Learn. Technol."}],"event":{"name":"2023 IEEE High Performance Extreme Computing Conference (HPEC)","location":"Boston, MA, USA","start":{"date-parts":[[2023,9,25]]},"end":{"date-parts":[[2023,9,29]]}},"container-title":["2023 IEEE High Performance Extreme Computing Conference (HPEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10363430\/10363422\/10363610.pdf?arnumber=10363610","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T20:46:13Z","timestamp":1705092373000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10363610\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,25]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/hpec58863.2023.10363610","relation":{},"subject":[],"published":{"date-parts":[[2023,9,25]]}}}