{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T09:16:26Z","timestamp":1775034986378,"version":"3.50.1"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T00:00:00Z","timestamp":1771891200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T00:00:00Z","timestamp":1771891200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,2,24]]},"DOI":"10.1109\/lascas67804.2026.11457080","type":"proceedings-article","created":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T19:50:57Z","timestamp":1774986657000},"page":"01-05","source":"Crossref","is-referenced-by-count":0,"title":["Comparative Analysis of Benchmarks in Machine Learning and Deep Learning"],"prefix":"10.1109","author":[{"given":"Anderson G.","family":"Araujo","sequence":"first","affiliation":[{"name":"Federal University of Sergipe (UFS), DCOMP-UFS,Brazil"}]},{"given":"Lucas B. B.","family":"Santana","sequence":"additional","affiliation":[{"name":"Federal University of Sergipe (UFS), DCOMP-UFS,Brazil"}]},{"given":"Edward D.","family":"Moreno","sequence":"additional","affiliation":[{"name":"Federal University of Sergipe (UFS), DCOMP-UFS,Brazil"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5555\/2999134.2999257"},{"key":"ref2","article-title":"Sequence to sequence learning with neural networks","author":"Sutskever","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref3","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref5","article-title":"Tensorflow: Large-scale machine learning on heterogeneous distributed systems","author":"Abadi","year":"2016","journal-title":"arXiv preprint"},{"key":"ref6","article-title":"Mxnet: A flexible and efficient machine learning library for heterogeneous distributed systems","author":"Chen","year":"2015","journal-title":"arXiv preprint"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080246"},{"key":"ref8","article-title":"Large scale distributed deep networks","author":"Dean","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2640087.2644155"},{"key":"ref10","article-title":"Accurate, large minibatch sgd: Training imagenet in 1 hour","author":"Goyal","year":"2017","journal-title":"arXiv preprint"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3225058.3225069"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2024.111268"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2017.04.038"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2024.111268"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2018.8573476"},{"key":"ref16","volume-title":"ASHRAE - Great Energy Predictor III","year":"2019"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959190"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1166"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7953159"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2901467"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/IC2E.2019.00034"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2017.2702586"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIMES-iCON47539.2019.9024501"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO.2016.7783721"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP.2019.00042"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-021-00592-x"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclinepi.2019.02.004"},{"issue":"8","key":"ref29","article-title":"A survey on bankruptcy prediction using machine learning techniques","volume":"181","author":"Devi","year":"2018","journal-title":"Intl. Journal of Computer Applications"},{"key":"ref30","article-title":"Freeway incident clearance time prediction: A comparative study of statistical and machine learning methods","volume":"540","author":"Tang","year":"2020","journal-title":"Physica A: Statistical Mechanics and its Applications"},{"key":"ref31","article-title":"Evaluation of ensemble methods for estimating building energy performance","volume":"172","author":"Papadopoulos","year":"2018","journal-title":"Energy and Buildings"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2019.00023"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref34","article-title":"An empirical evaluation of deep learning on highway driving","author":"Huval","year":"2015","journal-title":"arXiv preprint"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2013.07.010"},{"key":"ref36","volume-title":"Guidelines for performing systematic literature reviews in software engineering","author":"Kitchenham","year":"2007"},{"key":"ref37","volume-title":"Qt benchmark suite for embedded devices","author":"Hormi","year":"2017"},{"key":"ref38","article-title":"AI BENCH TRAINING-4","volume-title":"IEEE Intl. Symposium on Workload Characterization (IISWC)","author":"Li","year":"2021"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ECASE.2017.4"}],"event":{"name":"2026 IEEE 17th Latin America Symposium on Circuits and System (LASCAS)","location":"Arequipa, Peru","start":{"date-parts":[[2026,2,24]]},"end":{"date-parts":[[2026,2,27]]}},"container-title":["2026 IEEE 17th Latin America Symposium on Circuits and System (LASCAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11457069\/11457071\/11457080.pdf?arnumber=11457080","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T06:14:48Z","timestamp":1775024088000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11457080\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,24]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/lascas67804.2026.11457080","relation":{},"subject":[],"published":{"date-parts":[[2026,2,24]]}}}