Wen-Mei W Hwu

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  • Conference contribution

    Sparse regularization in MRI iterative reconstruction using GPUs

    Zhuo, Y., Sutton, B., Wu, X. L., Haldar, J., Hwu, W. M. & Liang, Z. P., Dec 1 2010, Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010. p. 578-582 5 p. 5640008. (Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • SPEC ACCEL: A standard application suite for measuring hardware accelerator performance

    Juckeland, G., Brantley, W., Chandrasekaran, S., Chapman, B., Che, S., Colgrove, M., Feng, H., Grund, A., Henschel, R., Hwu, W. M. W., Li, H., Müller, M. S., Nagel, W. E., Perminov, M., Shelepugin, P., Skadron, K., Stratton, J., Titov, A., Wang, K., Van Waveren, M. & 4 others, Whitney, B., Wienke, S., Xu, R. & Kumaran, K., Jan 1 2015, High Performance Computing Systems: Performance Modeling, Benchmarking, and Simulation - 5th International Workshop, PMBS 2014, Revised Selected Papers. Hammond, S. D., Jarvis, S. A. & Wright, S. A. (eds.). Springer-Verlag, p. 46-67 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8966).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Speculative execution exception recovery using write-back suppression

    Bringmann, R. A., Mahlke, S. A., Hank, R. E., Gyllenhaal, J. C. & Hwu, W-M. W., 1994, Proceedings of the Annual International Symposium on Microarchitecture. Anon (ed.). Publ by IEEE, p. 214-223 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • SPGNet: Semantic prediction guidance for scene parsing

    Cheng, B., Uiuc, U., Chen, L. C., Wei, Y., Zhu, Y., Huang, Z., Xiong, J., Huang, T., Hwu, W. M. & Shi, H., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 5217-5227 11 p. 9008568. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Superblock formation using static program analysis

    Hank, R. E., Mahlke, S. A., Bringmann, R. A., Gyllenhaal, J. C. & Hwu, W-M. W., Jan 1 1994, Proceedings of the Annual International Symposium on Microarchitecture. Anon (ed.). Publ by IEEE, p. 247-255 9 p. (Proceedings of the Annual International Symposium on Microarchitecture).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Supercomputing for Full-Wave Tomographic Image Reconstruction in Near-Real Time

    Hidayetoǧlu, M., Hwu, W. M. & Cho Chew, W., Jan 1 2018, 2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1841-1842 2 p. 8608869. (2018 IEEE Antennas and Propagation Society International Symposium and USNC/URSI National Radio Science Meeting, APSURSI 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Systematic prototyping of superscalar computer architectures

    Conte, T. M. & Hwu, W-M. W., Jan 1 1992, Proceedings - 3rd International Workshop on Rapid System Prototyping: Shortening the Path from Specification to Prototype, RSP 1992. IEEE Computer Society, p. 161-170 10 p. 243910. (Proceedings of the International Workshop on Rapid System Prototyping; vol. 1992-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • The application of compiler-assisted multiple-instruction retry to VLIW architectures

    Chen, S. K., Fuchs, W. K. & Hwu, W. M. W., Jan 1 1994, Proceedings of IEEE Workshop on Fault-Tolerant Parallel and Distributed Systems, FTPDS 1994. Pradhan, D. & Avresky, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 51-58 8 p. 494474. (Proceedings of IEEE Workshop on Fault-Tolerant Parallel and Distributed Systems, FTPDS 1994).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • The benefit of predicated execution for software pipelining

    Warter, N. J., Lavery, D. R. & Hwu, W. M. W., Jan 1 1993, Proceedings of the 26th Hawaii International Conference on System Sciences, HICSS 1993. IEEE Computer Society, p. 497-506 10 p. 1198122. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • The design and implementation of the wolfram language compiler

    Dakkak, A., Wickham-Jones, T. & Hwu, W. M., Feb 22 2020, CGO 2020 - Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization. Mars, J., Tang, L., Xue, J. & Wu, P. (eds.). Association for Computing Machinery, Inc, p. 212-228 17 p. (CGO 2020 - Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • The future of computer architecture research: An industrial perspective

    Hwu, W. M. & Patel, S., 2005, Proceedings - 11th International Symposium on High-Performance Computer Architecture, HPCA-11 2005. p. 264 1 p. (Proceedings - International Symposium on High-Performance Computer Architecture).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Thoughts on massively-parallel heterogeneous computing for solving large problems

    Hwu, W. M., Hidayetogglu, M., Chew, W. C., Pearson, C., Garcia, S., Huang, S. & Dakkak, A., Jul 25 2017, CEM 2017 - 2017 Computing and Electromagnetics International Workshop. Gurel, L. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 67-68 2 p. 7991890. (CEM 2017 - 2017 Computing and Electromagnetics International Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Throughput-oriented kernel porting onto FPGAs

    Papakonstantinou, A., Chen, D., Hwu, W. M., Cong, J. & Yun, L., Jul 12 2013, Proceedings of the 50th Annual Design Automation Conference, DAC 2013. 11. (Proceedings - Design Automation Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Tolerating data access latency with register preloading

    Chen, W. Y., Mahlke, S. A., Hwu, W. M. W., Kiyohara, T. & Chang, P. P., Aug 1 1992, Proceedings of the 6th International Conference on Supercomputing, ICS 1992. Association for Computing Machinery, p. 104-113 10 p. (Proceedings of the International Conference on Supercomputing; vol. Part F129617).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Transitioning HPC software to exascale heterogeneous computing

    Hwu, W-M. W., Chang, L. W., Kim, H. S., Dakkak, A. & El Hajj, I., Sep 2 2015, 2015 Computational Electromagnetics International Workshop, CEM 2015. Institute of Electrical and Electronics Engineers Inc., p. 4-5 2 p. 7237412. (2015 Computational Electromagnetics International Workshop, CEM 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Triangle Counting and Truss Decomposition using FPGA

    Huang, S., El-Hadedy, M., Hao, C., Li, Q., Mailthody, V. S., Date, K., Xiong, J., Chen, D., Nagi, R. & Hwu, W. M., Nov 26 2018, 2018 IEEE High Performance Extreme Computing Conference, HPEC 2018. Institute of Electrical and Electronics Engineers Inc., 8547536. (2018 IEEE High Performance Extreme Computing Conference, HPEC 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • TrIMS: Transparent and isolated model sharing for low latency deep learning inference in function-as-a-service

    Dakkak, A., Li, C., De Gonzalo, S. G., Xiong, J. & Hwu, W. M., Jul 2019, Proceedings - 2019 IEEE International Conference on Cloud Computing, CLOUD 2019 - Part of the 2019 IEEE World Congress on Services. Bertino, E., Chang, C. K., Chen, P., Damiani, E., Goul, M. & Oyama, K. (eds.). IEEE Computer Society, p. 372-382 11 p. 8814494. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Triolet: A programming system that unifies algorithmic skeleton interfaces for high-performance cluster computing

    Rodrigues, C., Jablin, T., Dakkak, A. & Hwu, W. M., Mar 10 2014, PPoPP 2014 - Proceedings of the 2014 ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. p. 247-258 12 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Update on k-truss Decomposition on GPU

    Almasri, M., Anjum, O., Pearson, C., Qureshi, Z., Mailthody, V. S., Nagi, R., Xiong, J. & Hwu, W. M., Sep 2019, 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. Institute of Electrical and Electronics Engineers Inc., 8916285. (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Update on triangle counting on GPU

    Pearson, C., Almasri, M., Anjum, O., Mailthody, V. S., Qureshi, Z., Nagi, R., Xiong, J. & Hwu, W. M., Sep 2019, 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. Institute of Electrical and Electronics Engineers Inc., 8916547. (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Using profile information to assist advanced compiler optimization and scheduling

    Chen, W., Bringmann, R., Mahlke, S., Anik, S., Kiyohara, T., Warter, N., Lavery, D., Hwu, W. M., Hank, R. & Gyllenhaal, J., 1993, Languages and Compilers for Parallel Computing - 5th International Workshop, Proceedings. Banerjee, U., Gelernter, D., Nicolau, A. & Padua, D. (eds.). Springer-Verlag Berlin Heidelberg, p. 31-48 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 757 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Vacuum packing: Extracting hardware-detected program phases for post-link optimization

    Barnes, R. D., Nystrom, E. M., Merten, M. C. & Hwu, W-M. W., Jan 1 2002, Proceedings - 35th Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2002. IEEE Computer Society, p. 233-244 12 p. 1176253. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2002-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Vertext: An end-to-end ai powered conversation management system for multi-party chat platforms

    Anjum, O., Chan, C. H., Lawphongpanich, T., Liang, Y., Tang, T., Zhang, S., Hwu, W. M., Xiong, J. & Patel, S., Oct 17 2020, CSCW 2020 Companion - Conference Companion Publication of the 2020 Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 1-6 6 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Visualization and analysis of GPU summer school applicants and participants

    Wah, E., Johnson, E., Auvil, L., Thakkar, U., Hwu, W. M., Kirk, D., Dunning, T. H. & Glotzer, S. C., Dec 1 2008, Proceedings - 4th IEEE International Conference on eScience, eScience 2008. p. 362-363 2 p. 4736797. (Proceedings - 4th IEEE International Conference on eScience, eScience 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • WebGPU: A scalable online development platform for GPU programming courses

    Dakkak, A., Pearson, C. & Hwu, W. M., Jul 18 2016, Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 942-949 8 p. 7529962. (Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • XMalloc: A scalable lock-free dynamic memory allocator for many-core machines

    Huang, X., Rodrigues, C. I., Jones, S., Buck, I. & Hwu, W. M., 2010, Proceedings - 10th IEEE International Conference on Computer and Information Technology, CIT-2010, 7th IEEE International Conference on Embedded Software and Systems, ICESS-2010, ScalCom-2010. p. 1134-1139 6 p. 5577907. (Proceedings - 10th IEEE International Conference on Computer and Information Technology, CIT-2010, 7th IEEE International Conference on Embedded Software and Systems, ICESS-2010, ScalCom-2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Xprof profiling the execution of x window programs

    Gupta, A. & Hwu, W. M. W., Jun 1 1992, Proceedings of the 1992 ACM SIGMETRICS Joint International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS/PERFORMANCE 1992. Gaither, B. D. (ed.). Association for Computing Machinery, Inc, p. 253-254 2 p. (Proceedings of the 1992 ACM SIGMETRICS Joint International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS/PERFORMANCE 1992).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs

    Li, C., Dakkak, A., Xiong, J., Wei, W., Xu, L. & Hwu, W. M., May 2020, Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020. Institute of Electrical and Electronics Engineers Inc., p. 326-327 2 p. 9139875. (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution