{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:13:04Z","timestamp":1750219984317,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,6,18]],"date-time":"2023-06-18T00:00:00Z","timestamp":1687046400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,6,18]]},"DOI":"10.1145\/3579142.3594294","type":"proceedings-article","created":{"date-parts":[[2023,5,23]],"date-time":"2023-05-23T16:47:50Z","timestamp":1684860470000},"page":"1-9","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["DAFTA: Distributed Architecture for Fusion-Transformer training Acceleration"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8758-2557","authenticated-orcid":false,"given":"Shailesh Shankar","family":"Deshpande","sequence":"first","affiliation":[{"name":"Tata Research Development and Design Centre, TCS Research, Pune, IN"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4708-0496","authenticated-orcid":false,"given":"Shruti","family":"Kunde","sequence":"additional","affiliation":[{"name":"Computing Systems, TCS Research, Mumbai, IN"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-9547-5968","authenticated-orcid":false,"given":"Ravi","family":"Singh","sequence":"additional","affiliation":[{"name":"TCS Research, Mumbai, IN"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-6506-2694","authenticated-orcid":false,"given":"Chaman","family":"Banolia","sequence":"additional","affiliation":[{"name":"TCS Research, Pune, IN"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3712-1784","authenticated-orcid":false,"given":"Rekha","family":"Singhal","sequence":"additional","affiliation":[{"name":"TCS Research, Mumbai, IN"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4024-5534","authenticated-orcid":false,"given":"Balamurlidhar","family":"P.","sequence":"additional","affiliation":[{"name":"TCS Research, Bangalore, IN"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,6,18]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"2013. 2013 IEEE GRSS Data Fusion Contest. http:\/\/www.grss-ieee.org\/community\/technical-committees\/data-fusion\/ 2013. 2013 IEEE GRSS Data Fusion Contest. http:\/\/www.grss-ieee.org\/community\/technical-committees\/data-fusion\/"},{"key":"e_1_3_2_1_2_1","unstructured":"2020. Trento multimodal fusion data. https:\/\/github.com\/danfenghong\/IEEE_TGRS_MDL-RS\/tree\/master\/MDL-RS_CNNs\/HSI_LiDAR_CNN 2020. Trento multimodal fusion data. https:\/\/github.com\/danfenghong\/IEEE_TGRS_MDL-RS\/tree\/master\/MDL-RS_CNNs\/HSI_LiDAR_CNN"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3320060"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2019.10.004"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2329330"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2388577"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2016.2598228"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Shailesh Deshpande and Arun Inamdar. 2023. Classification of urban land use and land cover. Vol. in press. Taylor & Francis. Shailesh Deshpande and Arun Inamdar. 2023. Classification of urban land use and land cover. Vol. in press. Taylor & Francis.","DOI":"10.1201\/9781003329312-5"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","unstructured":"Shailesh Deshpande and Arun Inamdar. 2023. Introduction to hyperspectral imaging. Vol. in press. Taylor & Francis. Shailesh Deshpande and Arun Inamdar. 2023. Introduction to hyperspectral imaging. Vol. in press. Taylor & Francis.","DOI":"10.1201\/9781003329312-2"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-45025-9_15"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.3390\/rs11121499"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460866.3461773"},{"key":"e_1_3_2_1_13_1","unstructured":"Shen Li Yanli Zhao Rohan Varma Omkar Salpekar Pieter Noordhuis Teng Li Adam Paszke Jeff Smith Brian Vaughan Pritam Damania etal 2020. Pytorch distributed: Experiences on accelerating data parallel training. arXiv preprint arXiv:2006.15704 (2020). Shen Li Yanli Zhao Rohan Varma Omkar Salpekar Pieter Noordhuis Teng Li Adam Paszke Jeff Smith Brian Vaughan Pritam Damania et al. 2020. Pytorch distributed: Experiences on accelerating data parallel training. arXiv preprint arXiv:2006.15704 (2020)."},{"key":"e_1_3_2_1_14_1","volume-title":"Chipman","author":"Lillesand Thomas M.","year":"2018","unstructured":"Thomas M. Lillesand , Ralph W. Kiefer , and Jonathan W . Chipman . 2018 . Remote Sensing and Image Interpretation Seventh Edition. Vol. 53 . Issue 9. Thomas M. Lillesand, Ralph W. Kiefer, and Jonathan W. Chipman. 2018. Remote Sensing and Image Interpretation Seventh Edition. Vol. 53. Issue 9."},{"key":"e_1_3_2_1_15_1","unstructured":"Mengru Ma Wenping Ma Licheng Jiao Xu Liu Lingling Li Zhixi Feng Shuyuan Yang etal 2023. A multimodal hyper-fusion transformer for remote sensing image classification. Information Fusion (2023). Mengru Ma Wenping Ma Licheng Jiao Xu Liu Lingling Li Zhixi Feng Shuyuan Yang et al. 2023. A multimodal hyper-fusion transformer for remote sensing image classification. Information Fusion (2023)."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.09.006"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3530050.3532926"},{"key":"e_1_3_2_1_18_1","volume-title":"Multimodal fusion transformer for remote sensing image classification. arXiv preprint arXiv:2203.16952","author":"Roy Swalpa Kumar","year":"2022","unstructured":"Swalpa Kumar Roy , Ankur Deria , Danfeng Hong , Behnood Rasti , Antonio Plaza , and Jocelyn Chanussot . 2022. Multimodal fusion transformer for remote sensing image classification. arXiv preprint arXiv:2203.16952 ( 2022 ). Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, and Jocelyn Chanussot. 2022. Multimodal fusion transformer for remote sensing image classification. arXiv preprint arXiv:2203.16952 (2022)."},{"key":"e_1_3_2_1_19_1","volume-title":"A survey of remote sensing image classification based on CNNs. Big earth data 3, 3","author":"Song Jia","year":"2019","unstructured":"Jia Song , Shaohua Gao , Yunqiang Zhu , and Chenyan Ma. 2019. A survey of remote sensing image classification based on CNNs. Big earth data 3, 3 ( 2019 ), 232--254. Jia Song, Shaohua Gao, Yunqiang Zhu, and Chenyan Ma. 2019. A survey of remote sensing image classification based on CNNs. Big earth data 3, 3 (2019), 232--254."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3040277"}],"event":{"name":"BiDEDE '23: International Workshop on Big Data in Emergent Distributed Environments","sponsor":["SIGMOD ACM Special Interest Group on Management of Data"],"location":"Seattle WA USA","acronym":"BiDEDE '23"},"container-title":["Proceedings of the International Workshop on Big Data in Emergent Distributed Environments"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3579142.3594294","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:27Z","timestamp":1750182567000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3579142.3594294"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,18]]},"references-count":20,"alternative-id":["10.1145\/3579142.3594294","10.1145\/3579142"],"URL":"https:\/\/doi.org\/10.1145\/3579142.3594294","relation":{},"subject":[],"published":{"date-parts":[[2023,6,18]]},"assertion":[{"value":"2023-06-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}