Research output per year
Research output per year
Search results
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2022
Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization
Unger, C., Jia, Z., Wu, W., Lin, S., Baines, M., Narvaez, C. E. Q., Ramakrishnaiah, V., Prajapati, N., McCormick, P., Mohd-Yusof, J., Luo, X., Mudigere, D., Park, J., Smelyanskiy, M. & Aiken, A., 2022, Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2022. Unknown Publisher, p. 267-284 18 p. (Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
29 Scopus citations -
2020
High-bypass learning: Automated detection of tumor cells that significantly impact drug response
Wozniak, J. M., Yoo, H., Mohd-Yusof, J., Nicolae, B., Collier, N., Ozik, J., Brettin, T. & Stevens, R., Nov 1 2020, Proceedings of 2020 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, MLHPC 2020 and Workshop on Artificial Intelligence and Machine Learning for Scientific Applications, AI4S 2020 - Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis. p. 40-49 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
2017
A case study in computational caching microservices for HPC
Jenkins, J., Shipman, G. M., Mohd-Yusof, J., Barros, K. M., Carns, P. & Ross, R., Jun 30 2017, Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2017. Unknown Publisher, p. 1309-1316 8 p. 7965189. (Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
7 Scopus citations -
Graph Representations of Flow and Transport in Fracture Networks using Machine Learning
Srinivasan, G., Viswanathan, H. S., Karra, S., O'Malley, D., Godinez, H. C., Hagberg, A., Osthus, D. & Mohd-Yusof, J., Dec 1 2017, AGU Fall Meeting Abstracts. Vol. 2017. p. NG52A-01 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2014
Exploring the Construction of a Domain-Aware Toolchain for High-Performance Computing
McCormick, P. S., Sweeney, C. M., Moss, N. D., Prichard, D. A., Gutierrez, S. K., Davis, M. K. & Mohd-Yusof, J., May 4 2014, Proceedings of WOLFHPC 2014: 4th International Workshop on Domain-Specific Languages and High-Level Frameworks for High Performance Computing - Held in Conjunction with SC 2014: The International Conference for High Performance Computing, Networking, Storage and Analysis. Unknown Publisher, p. 1-10 10 p. 7101658. (Proceedings of WOLFHPC 2014: 4th International Workshop on Domain-Specific Languages and High-Level Frameworks for High Performance Computing - Held in Conjunction with SC 2014: The International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
8 Scopus citations