{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,15]],"date-time":"2025-04-15T15:41:32Z","timestamp":1744731692296,"version":"3.28.0"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1109\/bigdata.2016.7840783","type":"proceedings-article","created":{"date-parts":[[2017,2,7]],"date-time":"2017-02-07T16:46:59Z","timestamp":1486486019000},"page":"1690-1699","source":"Crossref","is-referenced-by-count":9,"title":["MapReduce-based deep learning with handwritten digit recognition case study"],"prefix":"10.1109","author":[{"given":"Nada","family":"Basit","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yutong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hao","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haoran","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jieming","family":"Bin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yijun","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdeltawab M.","family":"Hendawi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1109\/72.554195"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1162\/neco.1989.1.4.541"},{"key":"ref12","first-page":"53","article-title":"Comparison of learning algorithms for handwritten digit recognition","volume":"60","author":"lecun","year":"1995","journal-title":"International Conference on Artificial Neural Networks"},{"key":"ref13","article-title":"Parameter server for distributed machine learning","volume":"1","author":"li","year":"2013","journal-title":"NIPS Big Learning Workshop"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1109\/MASSP.1987.1165576"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1162\/0899766054026648"},{"key":"ref16","article-title":"Massively parallel methods for deep reinforcement learning","author":"nair","year":"2015","journal-title":"arXiv preprint arXiv 1507 04296"},{"doi-asserted-by":"publisher","key":"ref17","DOI":"10.1016\/j.patcog.2011.09.021"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1142\/S0129065789000414"},{"key":"ref19","first-page":"915","article-title":"Handwritten character classification using nearest neighborin large databases. Pattern Analysis and Machine Intelligence","volume":"16","author":"smith","year":"1994","journal-title":"IEEE Transactions on"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.1109\/ACCESS.2014.2325029"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"810","DOI":"10.1006\/jpdc.2000.1714","article-title":"A comparison of eleven static heuristics for mapping a class of independent tasks onto heterogeneous distributed computing systems","volume":"61","author":"braun","year":"2001","journal-title":"Journal of Parallel and Distributed Computing"},{"key":"ref6","article-title":"Mapreduce: Distributed computing for machine learning","author":"gillick","year":"2006","journal-title":"Berkley"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1145\/1629175.1629198"},{"key":"ref8","article-title":"Mapreduce\/bigtable for distributed optimization","author":"hall","year":"2010","journal-title":"NIPS Workshop LCCC"},{"key":"ref7","first-page":"513","article-title":"Domain adaptation for large-scale sentiment classification: A deep learning approach","author":"glorot","year":"2011","journal-title":"Proceedings of the 28th InternationalConference on Machine Learning (ICML-11)"},{"key":"ref2","first-page":"647","article-title":"Researching and evaluating digital storytelling as a deep learning tool","volume":"2006","author":"barrett","year":"2006","journal-title":"Society for Information Technology & Teacher Education InternationalConference"},{"year":"0","journal-title":"Postal mechanization and early automation","key":"ref1"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1109\/72.165597"},{"key":"ref20","article-title":"Large-scale artificial neural network: Mapreduce-based deep learning","author":"sun","year":"2015","journal-title":"arXiv preprint arXiv 1510 02709"},{"doi-asserted-by":"publisher","key":"ref21","DOI":"10.1109\/IJCNN.2012.6252719"}],"event":{"name":"2016 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2016,12,5]]},"location":"Washington DC,USA","end":{"date-parts":[[2016,12,8]]}},"container-title":["2016 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7818133\/7840573\/07840783.pdf?arnumber=7840783","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,18]],"date-time":"2019-09-18T07:18:42Z","timestamp":1568791122000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7840783\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2016.7840783","relation":{},"subject":[],"published":{"date-parts":[[2016,12]]}}}