Projects per year
Fingerprint
Dive into the research topics where Xiaodong Yu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Active
-
CRII: OAC: A Compressor-Assisted Collective Communication Framework for GPU-Based Large-Scale Deep Learning
Yu, X. (PI)
1/06/24 → 31/05/26
Project: Research project
-
An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression
Huang, J., Di, S., Yu, X., Zhai, Y., Zhang, Z., Liu, J., Lu, X., Raffenetti, K., Zhou, H., Zhao, K., Chen, Z., Cappello, F., Guo, Y. & Thakur, R., 2024, Proceedings - 2024 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024. p. 752-764 13 p. (Proceedings - 2024 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
G2-AIMD: A Memory-Efficient Subgraph-Centric Framework for Efficient Subgraph Finding on GPUs
Yuan, L., Ahmad, A., Yan, D., Han, J., Adhikari, S., Yu, X. & Zhou, Y., 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. p. 3164-3177 14 p. (Proceedings - International Conference on Data Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters
Huang, J., Di, S., Yu, X., Zhai, Y., Liu, J., Huang, Y., Raffenetti, K., Zhou, H., Zhao, K., Lu, X., Chen, Z., Cappello, F., Guo, Y. & Thakur, R., 30 May 2024, ICS 2024 - Proceedings of the 38th ACM International Conference on Supercomputing. p. 437-448 12 p. (Proceedings of the International Conference on Supercomputing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters
Huang, J., Di, S., Yu, X., Zhai, Y., Liu, J., Huang, Y., Raffenetti, K., Zhou, H., Zhao, K., Chen, Z., Cappello, F., Guo, Y. & Thakur, R., 2 Mar 2024, PPoPP 2024 - Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming. p. 454-456 3 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Benchmarking and In-depth Performance Study of Large Language Models on Habana Gaudi Processors
Zhang, C., Sun, B., Yu, X., Xie, Z., Zheng, W., Iskra, K. A., Beckman, P. & Tao, D., 12 Nov 2023, Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023. p. 1759-1766 8 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access