Scalable distributed dl training: Batching communication and computation S Wang, A Pi, X Zhou Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5289-5296, 2019 | 38 | 2019 |
Performance Isolation of Data-Intensive Scale-out Applications in a Multi-tenant Cloud P Lama, S Wang, X Zhou, D Cheng 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018 | 29 | 2018 |
An efficient and non-intrusive GPU scheduling framework for deep learning training systems S Wang, OJ Gonzalez, X Zhou, T Williams, BD Friedman, M Havemann, ... SC20: International Conference for High Performance Computing, Networking …, 2020 | 27 | 2020 |
Aggressive synchronization with partial processing for iterative ml jobs on clusters S Wang, W Chen, A Pi, X Zhou Proceedings of the 19th International Middleware Conference, 253-265, 2018 | 22 | 2018 |
Pufferfish: Container-driven elastic memory management for data-intensive applications W Chen, A Pi, S Wang, X Zhou Proceedings of the ACM Symposium on Cloud Computing, 259-271, 2019 | 19 | 2019 |
Overlapping communication with computation in parameter server for scalable DL training S Wang, A Pi, X Zhou, J Wang, CZ Xu IEEE Transactions on Parallel and Distributed Systems 32 (9), 2144-2159, 2021 | 18 | 2021 |
Dependency-aware network adaptive scheduling of data-intensive parallel jobs S Wang, W Chen, X Zhou, L Zhang, Y Wang IEEE Transactions on Parallel and Distributed Systems 30 (3), 515-529, 2018 | 18 | 2018 |
Characterizing scheduling delay for low-latency data analytics workloads W Chen, A Pi, S Wang, X Zhou 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018 | 18 | 2018 |
Elastic parameter server: Accelerating ML training with scalable resource scheduling S Wang, A Pi, X Zhou IEEE Transactions on Parallel and Distributed Systems 33 (5), 1128-1143, 2021 | 16 | 2021 |
Semantic-aware workflow construction and analysis for distributed data analytics systems A Pi, W Chen, S Wang, X Zhou Proceedings of the 28th International Symposium on High-Performance Parallel …, 2019 | 14 | 2019 |
Improving utilization and parallelism of hadoop cluster by elastic containers Y Xu, W Chen, S Wang, X Zhou, C Jiang IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 180-188, 2018 | 12 | 2018 |
Os-augmented oversubscription of opportunistic memory with a user-assisted oom killer W Chen, A Pi, S Wang, X Zhou Proceedings of the 20th International Middleware Conference, 28-40, 2019 | 11 | 2019 |
Network-adaptive scheduling of data-intensive parallel jobs with dependencies in clusters S Wang, X Zhou, L Zhang, C Jiang 2017 IEEE International Conference on Autonomic Computing (ICAC), 155-160, 2017 | 11 | 2017 |
Addressing skewness in iterative ml jobs with parameter partition S Wang, W Chen, X Zhou, SY Chang, M Ji IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1261-1269, 2019 | 9 | 2019 |
Memory at your service: Fast memory allocation for latency-critical services A Pi, J Zhao, S Wang, X Zhou Proceedings of the 22nd International Middleware Conference, 185-197, 2021 | 6 | 2021 |
A maximum entropy based reordering model for Mongolian-Chinese SMT with morphological information Z Yang, M Li, Z Zhu, L Chen, L Wei, S Wang 2014 International Conference on Asian Language Processing (IALP), 175-178, 2014 | 4 | 2014 |
Flashbyte: Improving memory efficiency with lightweight native storage J Zhao, A Pi, S Wang, X Zhou 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021 | 2 | 2021 |
A mutual iterative enhancement model for simultaneous comparable corpora and bilingual lexicons construction Z Zhu, X Zeng, S Zheng, X Sun, S Wang, S Weng Ninth Workshop on Building and Using Comparable Corpora, 27, 2016 | 2 | 2016 |
Toward Scalable Distributed Machine Learning on Data-Parallel Clusters S Wang University of Colorado Colorado Springs, 2020 | | 2020 |
Improving Bilingual Lexicon Extraction Performance from Comparable Corpora via Optimizing Translation Candidate Lists S Wang, M Li, Z Zhu, Z Yang, S Weng Proceedings of the Third CIPS-SIGHAN Joint Conference on Chinese Language …, 2014 | | 2014 |