Wen-Mei W Hwu

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Research Output

2020

DLbricks: Composable benchmark generation to reduce deep learning benchmarking effort on CPUs

Li, C., Dakkak, A., Xiong, J. & Hwu, W. M., Apr 20 2020, ICPE 2020 - Proceedings of the ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 202-209 8 p. (ICPE 2020 - Proceedings of the ACM/SPEC International Conference on Performance Engineering).

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

Open Access

Pare: A paper-reviewer matching approach using a common topic space

Anjum, O., Gong, H., Bhat, S., Xiong, J. & Hwu, W. M., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 518-528 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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
2019

Accelerating reduction and scan using tensor core units

Dakkak, A., Li, C., Xiong, J., Gelado, I. & Hwu, W. M., Jun 26 2019, ICS 2019 - International Conference on Supercomputing. Association for Computing Machinery, p. 46-57 12 p. (Proceedings of the International Conference on Supercomputing).

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

Accelerating sparse deep neural networks on FPGAs

Huang, S., Pearson, C., Nagi, R., Xiong, J., Chen, D. & Hwu, W. M., Sep 2019, 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. Institute of Electrical and Electronics Engineers Inc., 8916419. (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019).

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

Analysis and modeling of collaborative execution strategies for heterogeneous CPU-FPGA architectures

Huang, S., De Gonzalo, S. G., El-Hadedy, M., Chang, L. W., Gómez-Luna, J., Milojicic, D., El Hajj, I., Chalamalasetti, S. R., Mutlu, O., Chen, D. & Hwu, W. M., Apr 4 2019, ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 79-90 12 p. (ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering).

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

Analysis and optimization of I/O cache coherency strategies for SoC-FPGA device

Min, S. W., Huang, S., El-Hadedy, M., Xiong, J., Chen, D. & Hwu, W. M., Sep 2019, Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019. Sourdis, I., Bouganis, C-S., Alvarez, C., Toledo Diaz, L. A., Valero, P. & Martorell, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 301-306 6 p. 8892094. (Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019).

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

An efficient GPU implementation technique for higher-order 3D stencils

Anjum, O., Simon, G. D. G., Hidayetoglu, M. & Hwu, W. M., Aug 2019, Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019. Xiao, Z., Yang, L. T., Balaji, P., Li, T., Li, K. & Zomaya, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 552-561 10 p. 8855722. (Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019).

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

Automatic Generation of Warp-Level Primitives and Atomic Instructions for Fast and Portable Parallel Reduction on GPUs

Gonzalo, S. G. D., Huang, S., Gomez-Luna, J., Hammond, S., Mutlu, O. & Hwu, W. M., Mar 5 2019, CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization. Moseley, T., Jimborean, A. & Kandemir, M. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 73-84 12 p. 8661187. (CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization).

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

DeepStore: In-storage acceleration for intelligent queries

Mailthody, V. S., Qureshi, Z., Liang, W., Feng, Z., Gonzalo, S. G. D., Li, Y., Franke, H., Xiong, J., Huang, J. & Hwu, W. M., Oct 12 2019, MICRO 2019 - 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, p. 224-238 15 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

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

Evaluating characteristics of CUDA communication primitives on high-bandwidth interconnects

Pearson, C., Dakkak, A., Hashash, S., Li, C., Chung, I. H., Xiong, J. & Hwu, W. M., Apr 4 2019, ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 209-218 10 p. (ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering).

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

Open Access

FlatFlash: Exploiting the Byte-Accessibility of SSDs within A Unified Memory-Storage Hierarchy

Abulila, A., Mailthody, V. S., Qureshi, Z., Huang, J., Kim, N. S., Xiong, J. & Hwu, W. M., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 971-985 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access

FPGA/DNN co-design: An efficient design methodology for IoT intelligence on the edge

Hao, C., Zhang, X., Li, Y., Huang, S., Xiong, J., Rupnow, K., Hwu, W. M. & Chen, D., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a206. (Proceedings - Design Automation Conference).

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

Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning

Ambrosi, J., Ankit, A., Antunes, R., Chalamalasetti, S. R., Chatterjee, S., El Hajj, I., Fachini, G., Faraboschi, P., Foltin, M., Huang, S., Hwu, W. M., Knuppe, G., Lakshminarasimha, S. V., Milojicic, D., Parthasarathy, M., Ribeiro, F., Rosa, L., Roy, K., Silveira, P. & Strachan, J. P., Feb 8 2019, 2018 IEEE International Conference on Rebooting Computing, ICRC 2018. Institute of Electrical and Electronics Engineers Inc., 8638612. (2018 IEEE International Conference on Rebooting Computing, ICRC 2018).

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

Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS

Li, Q., Zhang, X., Xiong, J. J., Hwu, W. M. & Chen, D., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 693-698 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

MemXCT: Memory-centric X-ray CT reconstruction with massive parallelization

Hidayetolu, M., Biçer, T., De Gonzalo, S. G., Ren, B., Gürsoy, D., Kettimuthu, R., Foster, I. T. & Hwu, W. M. W., Nov 17 2019, Proceedings of SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a85. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

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

MLModelScope: Evaluate and introspect cognitive pipelines

Li, C., Dakkak, A., Xiong, J. & Hwu, W. M., Jul 2019, Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019. Chang, C. K., Chen, P., Goul, M., Oyama, K., Reiff-Marganiec, S., Sun, Y., Wang, S. & Wang, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 335-338 4 p. 8817116. (Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019).

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

Near-Memory and In-Storage FPGA Acceleration for Emerging Cognitive Computing Workloads

Dhar, A., Huang, S., Xiong, J., Jamsek, D., Mesnet, B., Huang, J., Kim, N. S., Hwu, W. M. & Chen, D., Jul 2019, Proceedings - 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019. IEEE Computer Society, p. 68-75 8 p. 8839401. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2019-July).

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

PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference

Ankit, A., El Hajj, I., Rahul Chalamalasetti, S., Ndu, G., Foltin, M., Williams, R. S., Faraboschi, P., Hwu, W. M., Paul Strachan, J., Roy, K. & Milojicic, D. S., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 715-731 17 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access

Reinforcement learning based text style transfer without parallel training corpus

Gong, H., Bhat, S., Wu, L., Xiong, J. & Hwu, W. M., Jan 1 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 3168-3180 13 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

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

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

2018

AccDNN: An IP-Based DNN Generator for FPGAs

Zhang, X., Wang, J., Zhu, C., Lin, Y., Xiong, J., Hwu, W. M. & Chen, D., Sep 7 2018, Proceedings - 26th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2018. Institute of Electrical and Electronics Engineers Inc., 1 p. 8457659. (Proceedings - 26th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2018).

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

Accelerator architectures: A ten-year retrospective

Hwu, W. M. & Patel, S., Nov 1 2018, In : IEEE Micro. 38, 6, p. 56-62 7 p., 8585394.

Research output: Contribution to journalArticle

A fast and massively-parallel inverse solver for multiple-scattering tomographic image reconstruction

Hidayetoglu, M., Pearson, C., El Hajj, I., Gurel, L., Chew, W. C. & Hwu, W. M., Aug 3 2018, Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 64-74 11 p. 8425161. (Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018).

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

Application-Transparent near-memory processing architecture with memory channel network

Alian, M., Min, S. W., Asgharimoghaddam, H., Dhar, A., Wang, D. K., Roewer, T., McPadden, A., O'Halloran, O., Chen, D., Xiong, J., Kim, D., Hwu, W. M. & Kim, N. S., Dec 12 2018, Proceedings - 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018. IEEE Computer Society, p. 802-814 13 p. 8574587. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2018-October).

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

Architecture

Connors, D. A. & Hwu, W. M. W., Jan 1 2018, Mechatronic System Control, Logic, and Data Acquisition. CRC Press, p. 24-1-24-22

Research output: Chapter in Book/Report/Conference proceedingChapter

Collaborative (CPU + GPU) Algorithms for Triangle Counting and Truss Decomposition

Mailthody, V. S., Date, K., Qureshi, Z., Pearson, C., Nagi, R., Xiong, J. & Hwu, W. M., Nov 26 2018, 2018 IEEE High Performance Extreme Computing Conference, HPEC 2018. Institute of Electrical and Electronics Engineers Inc., 8547517. (2018 IEEE High Performance Extreme Computing Conference, HPEC 2018).

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

DNNBuilder: An automated tool for building high-performance DNN hardware accelerators for FPGAs

Zhang, X., Wang, J., Zhu, C., Lin, Y., Xiong, J., Hwu, W. M. & Chen, D., Nov 5 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2018 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., a56. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).

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

Enabling GPU support for the COMPSs-mobile framework

Lordan, F., Badia, R. M. & Hwu, W. M., Jan 1 2018, Accelerator Programming Using Directives - 4th International Workshop, WACCPD 2017, Held in Conjunction with the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017, Proceedings. Juckeland, G. & Chandrasekaran, S. (eds.). Springer-Verlag Berlin Heidelberg, p. 83-102 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10732 LNCS).

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

High-throughput Ant Colony Optimization on graphics processing units

Cecilia, J. M., Llanes, A., Abellán, J. L., Gómez-Luna, J., Chang, L. W. & Hwu, W. M. W., Mar 2018, In : Journal of Parallel and Distributed Computing. 113, p. 261-274 14 p.

Research output: Contribution to journalArticle

NUMA-Aware Data-Transfer Measurements for Power/NVLink Multi-GPU Systems

Pearson, C., Chung, I. H., Sura, Z., Hwu, W. M. & Xiong, J., Jan 1 2018, High Performance Computing - ISC High Performance 2018 International Workshops, Revised Selected Papers. Weiland, M., Yokota, R., Alam, S. & Shalf, J. (eds.). Springer-Verlag Berlin Heidelberg, p. 448-454 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11203 LNCS).

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

Seeing the invisible: Limited-view imaging with multiple-scattering reconstruction

Hidayetoglu, M., Hwu, W. M. & Chew, W. C., Feb 21 2018, 2018 United States National Committee of URSI National Radio Science Meeting, USNC-URSI NRSM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (2018 United States National Committee of URSI National Radio Science Meeting, USNC-URSI NRSM 2018; vol. 2018-January).

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

Semi-Coherent DMA: An Alternative I/O Coherency Management for Embedded Systems

Min, S., Alian, M., Hwu, W. M. & Kim, N. S., Jul 1 2018, In : IEEE Computer Architecture Letters. 17, 2, p. 221-224 4 p., 8444757.

Research output: Contribution to journalArticle

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

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

2017

Architecture

Connors, D. A. & Hwu, W. M. W., Jan 1 2017, Mechatronic System Control, Logic, and Data Acquisition. CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Architecture

Connors, D. A. & Hwu, W-M. W., Jan 1 2017, Mechatronic System Control, Logic, and Data Acquisition. CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Chai: Collaborative heterogeneous applications for integrated-Architectures

Ǵomez-Luna, J., Hajj, I. E., Chang, L. W., Garćia-Flores, V., De Gonzalo, S. G., Jablin, T. B., Pẽna, A. J. & Hwu, W. M., Jul 11 2017, ISPASS 2017 - IEEE International Symposium on Performance Analysis of Systems and Software. Institute of Electrical and Electronics Engineers Inc., p. 43-54 12 p. 7975269. (ISPASS 2017 - IEEE International Symposium on Performance Analysis of Systems and Software).

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

Collaborative (CPU + GPU) algorithms for triangle counting and truss decomposition on the Minsky architecture: Static graph challenge: Subgraph isomorphism

Date, K., Feng, K., Nagi, R., Xiong, J., Kim, N. S. & Hwu, W-M. W., Oct 30 2017, 2017 IEEE High Performance Extreme Computing Conference, HPEC 2017. Institute of Electrical and Electronics Engineers Inc., 8091042. (2017 IEEE High Performance Extreme Computing Conference, HPEC 2017).

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

Collaborative computing for heterogeneous integrated systems

Chang, L. W., Gómez-Luna, J., El Hajj, I., Huang, S., Chen, D. & Hwu, W. M., Apr 17 2017, ICPE 2017 - Proceedings of the 2017 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 385-388 4 p. (ICPE 2017 - Proceedings of the 2017 ACM/SPEC International Conference on Performance Engineering).

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

Comparative performance evaluation of multi-GPU MLFMA implementation for 2-D VIE problems

Pearson, C., Hidayetoglu, M., Ren, W., Chew, W. C. & Hwu, W. M., Jul 25 2017, CEM 2017 - 2017 Computing and Electromagnetics International Workshop. Gurel, L. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 63-64 2 p. 7991888. (CEM 2017 - 2017 Computing and Electromagnetics International Workshop).

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

Generalize or die: Operating systems support for memristor-based accelerators

Bruel, P., Chalamalasetti, S. R., Dalton, C., Hajj, I. E., Goldman, A., Graves, C., Hwu, W. M., Laplante, P., Milojicic, D., Ndu, G. & Strachan, J. P., Nov 28 2017, 2017 IEEE International Conference on Rebooting Computing, ICRC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (2017 IEEE International Conference on Rebooting Computing, ICRC 2017 - Proceedings; vol. 2017-January).

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

Hardware acceleration of the pair-HMM algorithm for DNA variant calling

Huang, S., Manikandan, G. J., Ramachandran, A., Rupnow, K., Hwu, W. M. W. & Chen, D., Feb 22 2017, FPGA 2017 - Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. Association for Computing Machinery, Inc, p. 275-284 10 p. (FPGA 2017 - Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays).

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

Heterogeneous Computing Meets Near-Memory Acceleration and High-Level Synthesis in the Post-Moore Era

Kim, N. S., Chen, D., Xiong, J. & Hwu, W. M. W., Jan 1 2017, In : IEEE Micro. 37, 4, p. 10-18 9 p., 8013455.

Research output: Contribution to journalArticle

Interpretable and globally optimal prediction for textual grounding using image concepts

Yeh, R. A., Xiong, J., Hwu, W. M. W., Do, M. N. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1913-1923 11 p.

Research output: Contribution to journalConference article

Large inverse-scattering solutions with DBIM on GPU-enabled supercomputers

Hidayetogglu, M., Pearson, C., Chew, W. C., Gurel, L. & Hwu, W-M. W., May 1 2017, 2017 International Applied Computational Electromagnetics Society Symposium - Italy, ACES 2017. Institute of Electrical and Electronics Engineers Inc., 7916310. (2017 International Applied Computational Electromagnetics Society Symposium - Italy, ACES 2017).

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

Preface

Kirk, D. B. & Hwu, W. M. W., Jan 1 2017, Programming Massively Parallel Processors: A Hands-on Approach: Third Edition. Elsevier Inc., p. xv-xx

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

RAI: A scalable project submission system for parallel programming courses

Dakkak, A., Pearson, C., Li, C. & Hwu, W. M., Jun 30 2017, Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2017. Institute of Electrical and Electronics Engineers Inc., p. 315-322 8 p. 7965062. (Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2017).

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