{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:22:58Z","timestamp":1750220578950,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":9,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T00:00:00Z","timestamp":1597881600000},"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":[[2020,8,23]]},"DOI":"10.1145\/3394486.3406702","type":"proceedings-article","created":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T23:03:55Z","timestamp":1597964635000},"page":"3503-3504","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Accelerating and Expanding End-to-End Data Science Workflows with DL\/ML Interoperability Using RAPIDS"],"prefix":"10.1145","author":[{"given":"Bartley","family":"Richardson","sequence":"first","affiliation":[{"name":"NVIDIA, Santa Clara, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bradley","family":"Rees","sequence":"additional","affiliation":[{"name":"NVIDIA, Santa Clara, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom","family":"Drabas","sequence":"additional","affiliation":[{"name":"Microsoft, Redmond, WA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Even","family":"Oldridge","sequence":"additional","affiliation":[{"name":"NVIDIA, Santa Clara, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David A.","family":"Bader","sequence":"additional","affiliation":[{"name":"New Jersey Institute of Technology, Newark, NJ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rachel","family":"Allen","sequence":"additional","affiliation":[{"name":"NVIDIA, Santa Clara, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,8,20]]},"reference":[{"key":"#cr-split#-e_1_3_2_1_1_1.1","doi-asserted-by":"crossref","unstructured":"S. Rabhi W. Sun J. Perez M. R. Kristensen J. Liu and E. Oldridge 2019. \"Accelerating recommender system training 15x with RAPIDS.\" In Proceedings of the Workshop on ACM Recommender System Challenge (RecSys Challenge '19). ACM Press New York NY 1--5. DOI: https:\/\/doi.org\/10.1145\/3359555.3359564 10.1145\/3359555.3359564","DOI":"10.1145\/3359555.3359564"},{"key":"#cr-split#-e_1_3_2_1_1_1.2","doi-asserted-by":"crossref","unstructured":"S. Rabhi W. Sun J. Perez M. R. Kristensen J. Liu and E. Oldridge 2019. \"Accelerating recommender system training 15x with RAPIDS.\" In Proceedings of the Workshop on ACM Recommender System Challenge (RecSys Challenge '19). ACM Press New York NY 1--5. DOI: https:\/\/doi.org\/10.1145\/3359555.3359564","DOI":"10.1145\/3359555.3359564"},{"key":"e_1_3_2_1_2_1","unstructured":"W. McKinney 2010. \"Data structures for statistical computing in Python.\" In Proceedings of the 9th Python In Science Conference (SCIPY 2010). Vol. 445 pp. 51--56  W. McKinney 2010. \"Data structures for statistical computing in Python.\" In Proceedings of the 9th Python In Science Conference (SCIPY 2010). Vol. 445 pp. 51--56"},{"key":"e_1_3_2_1_3_1","unstructured":"L. McInnes J. Healy and J. Melville 2018. \"UMAP: Uniform manifold approximation and projection for dimension reduction.\" https:\/\/arxiv.org\/abs\/1802.03426  L. McInnes J. Healy and J. Melville 2018. \"UMAP: Uniform manifold approximation and projection for dimension reduction.\" https:\/\/arxiv.org\/abs\/1802.03426"},{"key":"e_1_3_2_1_4_1","first-page":"231","article-title":"Ensemble clustering for graphs","author":"Poulin V.","year":"2018","unstructured":"V. Poulin and F. Th\u00e9berge , 2018 . \" Ensemble clustering for graphs .\" In International Conference on Complex Networks and their Applications. pp. 231 -- 243 . V. Poulin and F. Th\u00e9berge, 2018. \"Ensemble clustering for graphs.\" In International Conference on Complex Networks and their Applications. pp. 231--243.","journal-title":"International Conference on Complex Networks and their Applications."},{"key":"e_1_3_2_1_5_1","first-page":"1134","article-title":"Scalable K-core decomposition for static graphs using a dynamic graph data structure","author":"Tripathy A.","year":"2018","unstructured":"A. Tripathy , F. Hohman , D. Chau , and O. Green , 2018 . \" Scalable K-core decomposition for static graphs using a dynamic graph data structure .\" In IEEE Proceedings of the International Conference on Big Data (BIG DATA). pp. 1134 -- 1141 . A. Tripathy, F. Hohman, D. Chau, and O. Green, 2018. \"Scalable K-core decomposition for static graphs using a dynamic graph data structure.\" In IEEE Proceedings of the International Conference on Big Data (BIG DATA). pp. 1134--1141.","journal-title":"IEEE Proceedings of the International Conference on Big Data (BIG DATA)."},{"key":"e_1_3_2_1_6_1","unstructured":"RAPIDS https:\/\/rapids.ai  RAPIDS https:\/\/rapids.ai"},{"key":"e_1_3_2_1_7_1","unstructured":"cyBERT https:\/\/medium.com\/rapids-ai\/cybert-28b35a4c81c4  cyBERT https:\/\/medium.com\/rapids-ai\/cybert-28b35a4c81c4"},{"key":"e_1_3_2_1_8_1","unstructured":"DL recommender systems https:\/\/medium.com\/rapids-ai\/accelerating-deep-learning-recommender-systems-by-15x-using-rapids-fastai-and-pytorch-b50b4d8568d1  DL recommender systems https:\/\/medium.com\/rapids-ai\/accelerating-deep-learning-recommender-systems-by-15x-using-rapids-fastai-and-pytorch-b50b4d8568d1"}],"event":{"name":"KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"],"location":"Virtual Event CA USA","acronym":"KDD '20"},"container-title":["Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3406702","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394486.3406702","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:31:30Z","timestamp":1750195890000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3406702"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,20]]},"references-count":9,"alternative-id":["10.1145\/3394486.3406702","10.1145\/3394486"],"URL":"https:\/\/doi.org\/10.1145\/3394486.3406702","relation":{},"subject":[],"published":{"date-parts":[[2020,8,20]]},"assertion":[{"value":"2020-08-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}