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BibTeX records: Shaoduo Gan
@article{DBLP:journals/vldb/JiangG0AKS00024, author = {Jiawei Jiang and Shaoduo Gan and Bo Du and Gustavo Alonso and Ana Klimovic and Ankit Singla and Wentao Wu and Sheng Wang and Ce Zhang}, title = {A systematic evaluation of machine learning on serverless infrastructure}, journal = {{VLDB} J.}, volume = {33}, number = {2}, pages = {425--449}, year = {2024}, url = {https://doi.org/10.1007/s00778-023-00813-0}, doi = {10.1007/S00778-023-00813-0}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/vldb/JiangG0AKS00024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tpds/GanMIKBL22, author = {Shaoduo Gan and Akhil Mathur and Anton Isopoussu and Fahim Kawsar and Nadia Berthouze and Nicholas D. Lane}, title = {FRuDA: Framework for Distributed Adversarial Domain Adaptation}, journal = {{IEEE} Trans. Parallel Distributed Syst.}, volume = {33}, number = {11}, pages = {3153--3164}, year = {2022}, url = {https://doi.org/10.1109/TPDS.2021.3136673}, doi = {10.1109/TPDS.2021.3136673}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tpds/GanMIKBL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coling/0002LGYM0Y22, author = {Bin Ji and Shasha Li and Shaoduo Gan and Jie Yu and Jun Ma and Huijun Liu and Jing Yang}, editor = {Nicoletta Calzolari and Chu{-}Ren Huang and Hansaem Kim and James Pustejovsky and Leo Wanner and Key{-}Sun Choi and Pum{-}Mo Ryu and Hsin{-}Hsi Chen and Lucia Donatelli and Heng Ji and Sadao Kurohashi and Patrizia Paggio and Nianwen Xue and Seokhwan Kim and Younggyun Hahm and Zhong He and Tony Kyungil Lee and Enrico Santus and Francis Bond and Seung{-}Hoon Na}, title = {Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes}, booktitle = {Proceedings of the 29th International Conference on Computational Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17, 2022}, pages = {1842--1854}, publisher = {International Committee on Computational Linguistics}, year = {2022}, url = {https://aclanthology.org/2022.coling-1.159}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/coling/0002LGYM0Y22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigmod/XuQYJRGKLL0Y022, author = {Lijie Xu and Shuang Qiu and Binhang Yuan and Jiawei Jiang and C{\'{e}}dric Renggli and Shaoduo Gan and Kaan Kara and Guoliang Li and Ji Liu and Wentao Wu and Jieping Ye and Ce Zhang}, editor = {Zachary G. Ives and Angela Bonifati and Amr El Abbadi}, title = {In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle}, booktitle = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022}, pages = {1286--1300}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3514221.3526150}, doi = {10.1145/3514221.3526150}, timestamp = {Thu, 16 Mar 2023 09:51:25 +0100}, biburl = {https://dblp.org/rec/conf/sigmod/XuQYJRGKLL0Y022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-05830, author = {Lijie Xu and Shuang Qiu and Binhang Yuan and Jiawei Jiang and C{\'{e}}dric Renggli and Shaoduo Gan and Kaan Kara and Guoliang Li and Ji Liu and Wentao Wu and Jieping Ye and Ce Zhang}, title = {Stochastic Gradient Descent without Full Data Shuffle}, journal = {CoRR}, volume = {abs/2206.05830}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.05830}, doi = {10.48550/ARXIV.2206.05830}, eprinttype = {arXiv}, eprint = {2206.05830}, timestamp = {Wed, 28 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-05830.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-08023, author = {Bin Ji and Shasha Li and Shaoduo Gan and Jie Yu and Jun Ma and Huijun Liu}, title = {Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes}, journal = {CoRR}, volume = {abs/2208.08023}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.08023}, doi = {10.48550/ARXIV.2208.08023}, eprinttype = {arXiv}, eprint = {2208.08023}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-08023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Gan21, author = {Shaoduo Gan}, title = {A System Study of Communication-Efficient Distributed Machine Learning}, school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland}, year = {2021}, url = {https://hdl.handle.net/20.500.11850/517716}, doi = {10.3929/ETHZ-B-000517716}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/basesearch/Gan21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/GanLWCLSZLSJYYL21, author = {Shaoduo Gan and Xiangru Lian and Rui Wang and Jianbin Chang and Chengjun Liu and Hongmei Shi and Shengzhuo Zhang and Xianghong Li and Tengxu Sun and Jiawei Jiang and Binhang Yuan and Sen Yang and Ji Liu and Ce Zhang}, title = {{BAGUA:} Scaling up Distributed Learning with System Relaxations}, journal = {Proc. {VLDB} Endow.}, volume = {15}, number = {4}, pages = {804--813}, year = {2021}, url = {https://www.vldb.org/pvldb/vol15/p804-gan.pdf}, doi = {10.14778/3503585.3503590}, timestamp = {Mon, 15 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/GanLWCLSZLSJYYL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidr/MelgarDGGHJKL0L21, author = {Leonel Aguilar Melgar and David Dao and Shaoduo Gan and Nezihe Merve G{\"{u}}rel and Nora Hollenstein and Jiawei Jiang and Bojan Karlas and Thomas Lemmin and Tian Li and Yang Li and Susie Xi Rao and Johannes Rausch and C{\'{e}}dric Renggli and Luka Rimanic and Maurice Weber and Shuai Zhang and Zhikuan Zhao and Kevin Schawinski and Wentao Wu and Ce Zhang}, title = {Ease.ML: {A} Lifecycle Management System for Machine Learning}, booktitle = {11th Conference on Innovative Data Systems Research, {CIDR} 2021, Virtual Event, January 11-15, 2021, Online Proceedings}, publisher = {www.cidrdb.org}, year = {2021}, url = {http://cidrdb.org/cidr2021/papers/cidr2021\_paper26.pdf}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cidr/MelgarDGGHJKL0L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TangGARLLLZH21, author = {Hanlin Tang and Shaoduo Gan and Ammar Ahmad Awan and Samyam Rajbhandari and Conglong Li and Xiangru Lian and Ji Liu and Ce Zhang and Yuxiong He}, editor = {Marina Meila and Tong Zhang}, title = {1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {10118--10129}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/tang21a.html}, timestamp = {Wed, 28 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/TangGARLLLZH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigmod/JiangGLWAKS0021, author = {Jiawei Jiang and Shaoduo Gan and Yue Liu and Fanlin Wang and Gustavo Alonso and Ana Klimovic and Ankit Singla and Wentao Wu and Ce Zhang}, editor = {Guoliang Li and Zhanhuai Li and Stratos Idreos and Divesh Srivastava}, title = {Towards Demystifying Serverless Machine Learning Training}, booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021}, pages = {857--871}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3448016.3459240}, doi = {10.1145/3448016.3459240}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigmod/JiangGLWAKS0021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-02888, author = {Hanlin Tang and Shaoduo Gan and Ammar Ahmad Awan and Samyam Rajbhandari and Conglong Li and Xiangru Lian and Ji Liu and Ce Zhang and Yuxiong He}, title = {1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed}, journal = {CoRR}, volume = {abs/2102.02888}, year = {2021}, url = {https://arxiv.org/abs/2102.02888}, eprinttype = {arXiv}, eprint = {2102.02888}, timestamp = {Wed, 28 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-02888.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-07806, author = {Jiawei Jiang and Shaoduo Gan and Yue Liu and Fanlin Wang and Gustavo Alonso and Ana Klimovic and Ankit Singla and Wentao Wu and Ce Zhang}, title = {Towards Demystifying Serverless Machine Learning Training}, journal = {CoRR}, volume = {abs/2105.07806}, year = {2021}, url = {https://arxiv.org/abs/2105.07806}, eprinttype = {arXiv}, eprint = {2105.07806}, timestamp = {Tue, 18 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-07806.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01499, author = {Shaoduo Gan and Xiangru Lian and Rui Wang and Jianbin Chang and Chengjun Liu and Hongmei Shi and Shengzhuo Zhang and Xianghong Li and Tengxu Sun and Jiawei Jiang and Binhang Yuan and Sen Yang and Ji Liu and Ce Zhang}, title = {{BAGUA:} Scaling up Distributed Learning with System Relaxations}, journal = {CoRR}, volume = {abs/2107.01499}, year = {2021}, url = {https://arxiv.org/abs/2107.01499}, eprinttype = {arXiv}, eprint = {2107.01499}, timestamp = {Mon, 15 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01499.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-13381, author = {Shaoduo Gan and Akhil Mathur and Anton Isopoussu and Fahim Kawsar and Nadia Berthouze and Nicholas D. Lane}, title = {FRuDA: Framework for Distributed Adversarial Domain Adaptation}, journal = {CoRR}, volume = {abs/2112.13381}, year = {2021}, url = {https://arxiv.org/abs/2112.13381}, eprinttype = {arXiv}, eprint = {2112.13381}, timestamp = {Tue, 04 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-13381.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-11343, author = {Hanlin Tang and Shaoduo Gan and Samyam Rajbhandari and Xiangru Lian and Ji Liu and Yuxiong He and Ce Zhang}, title = {APMSqueeze: {A} Communication Efficient Adam-Preconditioned Momentum {SGD} Algorithm}, journal = {CoRR}, volume = {abs/2008.11343}, year = {2020}, url = {https://arxiv.org/abs/2008.11343}, eprinttype = {arXiv}, eprint = {2008.11343}, timestamp = {Tue, 12 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-11343.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TangGZZL18, author = {Hanlin Tang and Shaoduo Gan and Ce Zhang and Tong Zhang and Ji Liu}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Communication Compression for Decentralized Training}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {7663--7673}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/44feb0096faa8326192570788b38c1d1-Abstract.html}, timestamp = {Mon, 11 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/TangGZZL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-06443, author = {Hanlin Tang and Ce Zhang and Shaoduo Gan and Tong Zhang and Ji Liu}, title = {Decentralization Meets Quantization}, journal = {CoRR}, volume = {abs/1803.06443}, year = {2018}, url = {http://arxiv.org/abs/1803.06443}, eprinttype = {arXiv}, eprint = {1803.06443}, timestamp = {Mon, 11 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-06443.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscc/ZhangGLZ16, author = {Jiexin Zhang and Shaoduo Gan and Xiaoxue Liu and Peidong Zhu}, title = {Intrusion detection in {SCADA} systems by traffic periodicity and telemetry analysis}, booktitle = {{IEEE} Symposium on Computers and Communication, {ISCC} 2016, Messina, Italy, June 27-30, 2016}, pages = {318--325}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ISCC.2016.7543760}, doi = {10.1109/ISCC.2016.7543760}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iscc/ZhangGLZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscc/GanZYLMLW16, author = {Shaoduo Gan and Jiexin Zhang and Jie Yu and Xiaoling Li and Jun Ma and Lei Luo and Qingbo Wu}, title = {A novel optimization scheme for caching in locality-aware {P2P} networks}, booktitle = {{IEEE} Symposium on Computers and Communication, {ISCC} 2016, Messina, Italy, June 27-30, 2016}, pages = {1024--1031}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ISCC.2016.7543871}, doi = {10.1109/ISCC.2016.7543871}, timestamp = {Wed, 22 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iscc/GanZYLMLW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/GanYLMLWL16, author = {Shaoduo Gan and Jie Yu and Xiaoling Li and Jun Ma and Lei Luo and Qingbo Wu and Shasha Li}, editor = {Bin Cui and Nan Zhang and Jianliang Xu and Xiang Lian and Dexi Liu}, title = {{ERPC:} An Edge-Resources Based Framework to Reduce Bandwidth Cost in the Personal Cloud}, booktitle = {Web-Age Information Management - 17th International Conference, {WAIM} 2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9659}, pages = {444--456}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-39958-4\_35}, doi = {10.1007/978-3-319-39958-4\_35}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/waim/GanYLMLWL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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