{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T01:43:38Z","timestamp":1787017418322,"version":"build-2736575974"},"publisher-location":"New York, NY, USA","reference-count":51,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,6,17]],"date-time":"2019-06-17T00:00:00Z","timestamp":1560729600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSF China","award":["61672048"],"award-info":[{"award-number":["61672048"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,6,17]]},"DOI":"10.1145\/3307681.3325407","type":"proceedings-article","created":{"date-parts":[[2019,6,21]],"date-time":"2019-06-21T08:45:07Z","timestamp":1561106707000},"page":"195-205","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["CuLDA"],"prefix":"10.1145","author":[{"given":"Xiaolong","family":"Xie","sequence":"first","affiliation":[{"name":"Alibaba Group &amp; Peking University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yun","family":"Liang","sequence":"additional","affiliation":[{"name":"Alibaba Group &amp; Peking University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiuhong","family":"Li","sequence":"additional","affiliation":[{"name":"Peking University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wei","family":"Tan","sequence":"additional","affiliation":[{"name":"Alibaba Group &amp; Citadel, Chicago, IL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,6,17]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124312"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2493123.2462915"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Hesam Amoualian Marianne Clausel Eric Gaussier and Massih-Reza Amini. 2016. Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams (KDD '16).  Hesam Amoualian Marianne Clausel Eric Gaussier and Massih-Reza Amini. 2016. Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams (KDD '16).","DOI":"10.1145\/2939672.2939781"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","unstructured":"Bing Bai Yushun Fan Wei Tan and Jia Zhang. 2017. SR-LDA: Mining Effective Representations for Generating Service Ecosystem Knowledge Maps (SCC'17).  Bing Bai Yushun Fan Wei Tan and Jia Zhang. 2017. SR-LDA: Mining Effective Representations for Generating Service Ecosystem Knowledge Maps (SCC'17).","DOI":"10.1109\/SCC.2017.23"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018743.3018756"},{"key":"e_1_3_2_1_6_1","volume-title":"Latent dirichlet allocation. Journal of machine Learning research","author":"Blei David M","year":"2003","unstructured":"David M Blei , Andrew Y Ng , and Michael I Jordan . 2003. Latent dirichlet allocation. Journal of machine Learning research ( 2003 ). David M Blei, Andrew Y Ng, and Michael I Jordan. 2003. Latent dirichlet allocation. Journal of machine Learning research (2003)."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2012.6402918"},{"key":"e_1_3_2_1_8_1","volume-title":"NIPS Workshop .","author":"Canny John","year":"2013","unstructured":"John Canny and Huasha Zhao . 2013 . Bidmach: Large-scale learning with zero memory allocation. In BigLearning , NIPS Workshop . John Canny and Huasha Zhao. 2013. Bidmach: Large-scale learning with zero memory allocation. In BigLearning, NIPS Workshop ."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2503210.2503299"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.14778\/2977797.2977801"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339549"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPSW.2013.102"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/2813767.2813806"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487697"},{"key":"e_1_3_2_1_15_1","volume-title":"2016 IEEE 27th International Conference on Application-specific Systems, Architectures and Processors (ASAP) .","author":"Fu H.","unstructured":"H. Fu , Jingheng Xu , L. Gan , C. Yang , W. Xue , Wenlai Zhao , Wen Shi , X. Wang , and G. Yang . 2016. Unleashing the performance potential of CPU-GPU platforms for the 3D atmospheric Euler solver . In 2016 IEEE 27th International Conference on Application-specific Systems, Architectures and Processors (ASAP) . H. Fu, Jingheng Xu, L. Gan, C. Yang, W. Xue, Wenlai Zhao, Wen Shi, X. Wang, and G. Yang. 2016. Unleashing the performance potential of CPU-GPU platforms for the 3D atmospheric Euler solver. In 2016 IEEE 27th International Conference on Application-specific Systems, Architectures and Processors (ASAP) ."},{"key":"e_1_3_2_1_16_1","volume-title":"International Workshop on Languages and Compilers for Parallel Computing. Springer, 19--35","author":"Ghike Swapnil","year":"2014","unstructured":"Swapnil Ghike , Ruben Gran , Mar'ia J Garzar\u00e1n , and David Padua . 2014 . Directive-based compilers for GPUs . In International Workshop on Languages and Compilers for Parallel Computing. Springer, 19--35 . Swapnil Ghike, Ruben Gran, Mar'ia J Garzar\u00e1n, and David Padua. 2014. Directive-based compilers for GPUs. In International Workshop on Languages and Compilers for Parallel Computing. Springer, 19--35."},{"key":"e_1_3_2_1_17_1","volume-title":"International Conference on Machine Learning. 172--180","author":"Gieseke Fabian","year":"2014","unstructured":"Fabian Gieseke , Justin Heinermann , Cosmin Oancea , and Christian Igel . 2014 . Buffer kd trees: processing massive nearest neighbor queries on GPUs . In International Conference on Machine Learning. 172--180 . Fabian Gieseke, Justin Heinermann, Cosmin Oancea, and Christian Igel. 2014. Buffer kd trees: processing massive nearest neighbor queries on GPUs. In International Conference on Machine Learning. 172--180."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098074"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/3018843.3018854"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2018.00092"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3302424.3303949"},{"key":"e_1_3_2_1_23_1","volume-title":"Accelerating LINPACK with MPI-OpenCL on Clusters of Multi-GPU Nodes","author":"Jo Gangwon","year":"2015","unstructured":"Gangwon Jo , Jeongho Nah , Jun Lee , Jungwon Kim , and Jaejin Lee . 2015. Accelerating LINPACK with MPI-OpenCL on Clusters of Multi-GPU Nodes . IEEE Transactions on Parallel and Distributed Systems ( 2015 ). Gangwon Jo, Jeongho Nah, Jun Lee, Jungwon Kim, and Jaejin Lee. 2015. Accelerating LINPACK with MPI-OpenCL on Clusters of Multi-GPU Nodes. IEEE Transactions on Parallel and Distributed Systems (2015)."},{"key":"e_1_3_2_1_24_1","unstructured":"Heehoon Kim Hyoungwook Nam Wookeun Jung and Jaejin Lee. 2017. Performance analysis of CNN frameworks for GPUs. In ISPASS .  Heehoon Kim Hyoungwook Nam Wookeun Jung and Jaejin Lee. 2017. Performance analysis of CNN frameworks for GPUs. In ISPASS ."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623756"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3037697.3037740"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623612"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3293883.3295734"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3205289.3205309"},{"key":"e_1_3_2_1_30_1","unstructured":"Xiuhong Li Yun Liang Wentai Zhang Taide Liu Haochen Li Guojie Luo and Ming Jiang. 2018b. cuMBIR: An Efficient Framework for Low-dose X-ray CT Image Reconstruction on GPUs. (2018).  Xiuhong Li Yun Liang Wentai Zhang Taide Liu Haochen Li Guojie Luo and Ming Jiang. 2018b. cuMBIR: An Efficient Framework for Low-dose X-ray CT Image Reconstruction on GPUs. (2018)."},{"key":"e_1_3_2_1_31_1","volume-title":"SC '15: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis .","author":"Liu H.","unstructured":"H. Liu and H. H. Huang . 2015. Enterprise: breadth-first graph traversal on GPUs . In SC '15: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis . H. Liu and H. H. Huang. 2015. Enterprise: breadth-first graph traversal on GPUs. In SC '15: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis ."},{"key":"e_1_3_2_1_32_1","volume-title":"Parallel Latent Dirichlet Allocation on GPUs. In International Conference on Computational Science. Springer, 259--272","author":"Moon Gordon E","year":"2018","unstructured":"Gordon E Moon , Israt Nisa , Aravind Sukumaran-Rajam , Bortik Bandyopadhyay , Srinivasan Parthasarathy , and P Sadayappan . 2018 . Parallel Latent Dirichlet Allocation on GPUs. In International Conference on Computational Science. Springer, 259--272 . Gordon E Moon, Israt Nisa, Aravind Sukumaran-Rajam, Bortik Bandyopadhyay, Srinivasan Parthasarathy, and P Sadayappan. 2018. Parallel Latent Dirichlet Allocation on GPUs. In International Conference on Computational Science. Springer, 259--272."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2018.00085"},{"key":"e_1_3_2_1_34_1","volume":"201","author":"Niu Feng","unstructured":"Feng Niu , Benjamin Recht , Christopher Re , and Stephen J. Wright. 201 1. HOGWILD!: A Lock-free Approach to Parallelizing Stochastic Gradient Descent. In Proceedings of the 24th International Conference on Neural Information Processing Systems (NIPS'11). Feng Niu, Benjamin Recht, Christopher Re, and Stephen J. Wright. 2011. HOGWILD!: A Lock-free Approach to Parallelizing Stochastic Gradient Descent. In Proceedings of the 24th International Conference on Neural Information Processing Systems (NIPS'11).","journal-title":"Stephen J. Wright."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/3243176.3243205"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939790"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2464996.2465023"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2751205.2751244"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/2807591.2807655"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178487.3178491"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/1498765.1498785"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3293883.3301496"},{"key":"e_1_3_2_1_43_1","unstructured":"Xiaolong Xie Yun Liang Guangyu Sun and Deming Chen. 2013. An efficient compiler framework for cache bypassing on GPUs (ICCAD'13).  Xiaolong Xie Yun Liang Guangyu Sun and Deming Chen. 2013. An efficient compiler framework for cache bypassing on GPUs (ICCAD'13)."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3078597.3078602"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783323"},{"key":"e_1_3_2_1_46_1","volume-title":"Distributing the Stochastic Gradient Sampler for Large-Scale LDA (KDD '16)","author":"Yang Yuan","year":"2016","unstructured":"Yuan Yang , Jianfei Chen , and Jun Zhu . 2016 . Distributing the Stochastic Gradient Sampler for Large-Scale LDA (KDD '16) . Yuan Yang, Jianfei Chen, and Jun Zhu. 2016. Distributing the Stochastic Gradient Sampler for Large-Scale LDA (KDD '16)."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557121"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741682"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.14778\/3137628.3137649"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741115"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/1961295.1950408"}],"event":{"name":"HPDC '19: The 28th International Symposium on High-Performance Parallel and Distributed Computing","location":"Phoenix AZ USA","acronym":"HPDC '19","sponsor":["University of Arizona University of Arizona","SIGHPC ACM Special Interest Group on High Performance Computing, Special Interest Group on High Performance Computing","SIGARCH ACM Special Interest Group on Computer Architecture"]},"container-title":["Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3307681.3325407","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3307681.3325407","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:54:06Z","timestamp":1750190046000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3307681.3325407"}},"subtitle":["Solving Large-scale LDA Problems on GPUs"],"short-title":[],"issued":{"date-parts":[[2019,6,17]]},"references-count":51,"alternative-id":["10.1145\/3307681.3325407","10.1145\/3307681"],"URL":"https:\/\/doi.org\/10.1145\/3307681.3325407","relation":{},"subject":[],"published":{"date-parts":[[2019,6,17]]},"assertion":[{"value":"2019-06-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}