| An experimental evaluation of garbage collectors on big data applications L Xu, T Guo, W Dou, W Wang, J Wei The 45th International Conference on Very Large Data Bases (VLDB'19), 2019 | 28 | 2019 |
| Sync-switch: Hybrid parameter synchronization for distributed deep learning S Li, O Mangoubi, L Xu, T Guo 2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021 | 19 | 2021 |
| Speeding up deep learning with transient servers S Li, RJ Walls, L Xu, T Guo 2019 IEEE International Conference on Autonomic Computing (ICAC), 125-135, 2019 | 19 | 2019 |
| Experience report: A characteristic study on out of memory errors in distributed data-parallel applications L Xu, W Dou, F Zhu, C Gao, J Liu, H Zhong, J Wei 2015 IEEE 26th International Symposium on Software Reliability Engineering …, 2015 | 18 | 2015 |
| In-database machine learning with corgipile: Stochastic gradient descent without full data shuffle L Xu, S Qiu, B Yuan, J Jiang, C Renggli, S Gan, K Kara, G Li, J Liu, W Wu, ... Proceedings of the 2022 International Conference on Management of Data, 1286 …, 2022 | 15 | 2022 |
| MapReduce framework optimization via performance modeling L Xu 2012 IEEE 26th International Parallel and Distributed Processing Symposium …, 2012 | 14 | 2012 |
| A fast and high throughput SQL query system for big data F Zhu, J Liu, L Xu Web Information Systems Engineering-WISE 2012: 13th International Conference …, 2012 | 11 | 2012 |
| Detecting cache-related bugs in Spark applications H Li, D Wang, T Huang, Y Gao, W Dou, L Xu, W Wang, J Wei, H Zhong Proceedings of the 29th ACM SIGSOFT International Symposium on Software …, 2020 | 10 | 2020 |
| FMEM: A Fine-grained Memory Estimator for MapReduce Jobs L Xu, J Liu, J Wei Proceedings of the 10th International Conference on Autonomic Computing …, 2013 | 10 | 2013 |
| Characterizing and diagnosing out of memory errors in MapReduce applications L Xu, W Dou, F Zhu, C Gao, J Liu, J Wei Journal of Systems and Software 137, 399-414, 2018 | 7 | 2018 |
| LPW: an efficient data-aware cache replacement strategy for Apache Spark H Li, S Ji, H Zhong, W Wang, L Xu, Z Tang, J Wei, T Huang Science China Information Sciences 66 (1), 112104, 2023 | 6 | 2023 |
| A reliability benchmark for big data systems on jointcloud Y Zheng, L Xu, W Wang, W Zhou, Y Ding 2017 IEEE 37th International Conference on Distributed Computing Systems …, 2017 | 6 | 2017 |
| Hug the elephant: Migrating a legacy data analytics application to hadoop ecosystem F Zhu, J Liu, S Wang, J Xu, L Xu, J Ren, D Ye, J Wei, T Huang 2016 IEEE International Conference on Software Maintenance and Evolution …, 2016 | 5 | 2016 |
| Stochastic gradient descent without full data shuffle L Xu, S Qiu, B Yuan, J Jiang, C Renggli, S Gan, K Kara, G Li, J Liu, W Wu, ... arXiv preprint arXiv:2206.05830, 2022 | 3 | 2022 |
| Diststream: an order-aware distributed framework for online-offline stream clustering algorithms L Xu, X Ye, K Kang, T Guo, W Dou, W Wang, J Wei 2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020 | 3 | 2020 |
| A hierarchical automata based approach for anomaly detection in smart home devices K Kang, L Xu, W Wang, G Wu, J Wei, W Shi, J Li 2020 international conferences on internet of things (iThings) and IEEE …, 2020 | 2 | 2020 |
| Graphlib: A parallel graph mining library for joint cloud computing K Zhang, Y Fang, Y Zheng, H Zeng, L Xu, W Wang 2020 IEEE International Conference on Joint Cloud Computing, 9-12, 2020 | 2 | 2020 |
| BSP-Based Strongly Connected Component Algorithm in Joint Cloud Computing X Sun, X Ye, K Kang, L Xu, W Wang, L Lv 2019 IEEE International Conference on Service-Oriented System Engineering …, 2019 | 2 | 2019 |
| Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems L Xu, S Qiu, B Yuan, J Jiang, C Renggli, S Gan, K Kara, G Li, J Liu, W Wu, ... The VLDB Journal 33 (5), 1231-1255, 2024 | 1 | 2024 |
| Gaussml: An end-to-end in-database machine learning system G Li, J Sun, L Xu, S Li, J Wang, W Nie 2024 IEEE 40th International Conference on Data Engineering (ICDE), 5198-5210, 2024 | 1 | 2024 |
Jun WeiInstitute of Software, Chinese Academy of SciencesVerified email at otcaix.iscas.ac.cn
