Melissa C. Smith

According to our database, Melissa C. Smith authored at least 45 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Accelerated dynamic data reduction using spatial and temporal properties.

Megan Hickman Fulp, Dakota Fulp, Changfeng Zou, Cooper Sanders, Ayan Biswas, Melissa C. Smith, Jon C. Calhoun

Int. J. High Perform. Comput. Appl., September, 2023

Lossy and Lossless Compression for BioFilm Optical Coherence Tomography (OCT).

Max Henry Faykus, Jon Calhoun, Melissa C. Smith

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022

GEMmaker: process massive RNA-seq datasets on heterogeneous computational infrastructure.

John A. Hadish, Tyler Biggs, Benjamin T. Shealy, M. Reed Bender, Coleman McKnight, Connor Wytko, Melissa C. Smith, F. Alex Feltus, Loren A. Honaas, Stephen P. Ficklin

BMC Bioinform., 2022

Addressing noise in co-expression network construction.

Josh J. R. Burns, Benjamin T. Shealy, Mitchell S. Greer, John A. Hadish, Matthew McGowan, Tyler Biggs, Melissa C. Smith, F. Alex Feltus, Stephen P. Ficklin

Briefings Bioinform., 2022

Lossy Compression to Reduce Latency of Local Image Transfer for Autonomous Off-Road Perception Systems.

Max H. Faykus, Bradley Selee, Jon C. Calhoun, Melissa C. Smith

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A Parallel Jacobi-Embedded Gauss-Seidel Method.

Afshin Ahmadi, Felice Manganiello, Amin Khademi, Melissa C. Smith

IEEE Trans. Parallel Distributed Syst., 2021

Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks.

Ju Lin, Adriaan J. de Lind van Wijngaarden, Kuang-Ching Wang, Melissa C. Smith

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Towards Aggregated Asynchronous Checkpointing.

Mikaila J. Gossman, Bogdan Nicolae, Jon C. Calhoun, Franck Cappello, Melissa C. Smith

CoRR, 2021

GPU Acceleration of the HemeLB Code for Lattice Boltzmann Simulations in Sparse Complex Geometries.

Benjamin T. Shealy, Mehrdad Yousefi, Ashwin Trikuta Srinath, Melissa C. Smith, Ulf D. Schiller

IEEE Access, 2021

Intelligent Resource Provisioning for Scientific Workflows and HPC.

Benjamin T. Shealy, F. Alex Feltus, Melissa C. Smith

Proceedings of the 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 2021

Systematic Evaluation and Enhancement of Speech Recognition in Operational Medical Environments.

Snigdhaswin Kar, Prabodh Mishra, Ju Lin, Min-Jae Woo, Nicholas Deas, Caleb Linduff, Sufeng Niu, Yuzhe Yang, Jerome McClendon, D. Hudson Smith, Melissa C. Smith, Ronald W. Gimbel, Kuang-Ching Wang

Proceedings of the International Joint Conference on Neural Networks, 2021

Speaker-Aware Speech Enhancement with Self-Attention.

Ju Lin, Adriaan J. de Lind van Wijngaarden, Melissa C. Smith, Kuang-Ching Wang

Proceedings of the 29th European Signal Processing Conference, 2021

TIGRA: A Tightly Integrated Generic RISC-V Accelerator Interface.

Brad Green, Dillon Todd, Jon C. Calhoun, Melissa C. Smith

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

Cellular State Transformations Using Deep Learning for Precision Medicine Applications.

Colin Targonski, M. Reed Bender, Benjamin T. Shealy, Benafsh Husain, Bill Paseman, Melissa C. Smith, F. Alex Feltus

Patterns, 2020

Improved Speech Enhancement Using a Time-Domain GAN with Mask Learning.

Ju Lin, Sufeng Niu, Adriaan J. de Lind van Wijngaarden, Jerome L. McClendon, Melissa C. Smith, Kuang-Ching Wang

Proceedings of the Interspeech 2020, 2020

2019

Cellular State Transformations using Generative Adversarial Networks.

Colin Targonski, Benjamin T. Shealy, Melissa C. Smith, F. Alex Feltus

CoRR, 2019

GPU Implementation of Pairwise Gaussian Mixture Models for Multi-Modal Gene Co-Expression Networks.

Benjamin T. Shealy, Josh J. R. Burns, Melissa C. Smith, F. Alex Feltus, Stephen P. Ficklin

IEEE Access, 2019

Speech Enhancement Using Forked Generative Adversarial Networks with Spectral Subtraction.

Ju Lin, Sufeng Niu, Zice Wei, Xiang Lan, Adriaan J. de Lind van Wijngaarden, Melissa C. Smith, Kuang-Ching Wang

Proceedings of the Interspeech 2019, 2019

2018

Artificial Intelligence and Deep Learning Applications for Automotive Manufacturing.

André Luckow, Ken Kennedy, Marcin Ziolkowski, Emil Djerekarov, Matthew Cook, Edward B. Duffy, Michael Schleiss, Bennie Vorster, Edwin Weill, Ankit Kulshrestha, Melissa C. Smith

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Generalized Value Iteration Networks: Life Beyond Lattices.

Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016

HPC enabled real-time remote processing of laparoscopic surgery.

Zahra Ronaghi, Karan Sapra, Ryan Izard, Edward B. Duffy, Melissa C. Smith, Kuang-Ching Wang, David M. Kwartowitz

Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

2015

Subjective versus objective: classifying analytical models for productive heterogeneous performance prediction.

Vivek K. Pallipuram, Melissa C. Smith, Nilim Sarma, Ranajeet Anand, Edwin Weill, Karan Sapra

J. Supercomput., 2015

Enhancing Hardware Design Flows with MyHDL.

Keerthan Jaic, Melissa C. Smith

Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015

2014

Guest Editorial: Application Specific Processors and Architectures.

Melissa C. Smith, Kubilay Atasu

J. Signal Process. Syst., 2014

A regression-based performance prediction framework for synchronous iterative algorithms on general purpose graphical processing unit clusters.

Vivek K. Pallipuram, Melissa C. Smith, Nimisha Raut, Xiaoyu Ren

Concurr. Comput. Pract. Exp., 2014

Combining Hadoop and GPU to preprocess large Affymetrix microarray data.

Sufeng Niu, Guangyu Yang, Nilim Sarma, Pengfei Xuan, Melissa C. Smith, Pradip K. Srimani, Feng Luo

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

A practical network intrusion detection system for inline FPGAs on 10GbE network adapters.

Keerthan Jaic, Melissa C. Smith, Nilim Sarma

Proceedings of the IEEE 25th International Conference on Application-Specific Systems, 2014

2013

Maximizing capture of gene co-expression relationships through pre-clustering of input expression samples: an Arabidopsis case study.

F. Alex Feltus, Stephen P. Ficklin, Scott M. Gibson, Melissa C. Smith

BMC Syst. Biol., 2013

Circumventing keyloggers and screendumps.

Karan Sapra, Benafsh Husain, Richard R. Brooks, Melissa C. Smith

Proceedings of the 8th International Conference on Malicious and Unwanted Software: "The Americas", 2013

2012

A comparative study of GPU programming models and architectures using neural networks.

Vivek K. Pallipuram, Mohammad Ashraf Bhuiyan, Melissa C. Smith

J. Supercomput., 2012

Optimization of Shared High-Performance Reconfigurable Computing Resources.

Melissa C. Smith, Gregory D. Peterson

ACM Trans. Embed. Comput. Syst., 2012

2011

An analytical model for multilevel performance prediction of Multi-FPGA systems.

Brian Holland, Alan D. George, Herman Lam, Melissa C. Smith

ACM Trans. Reconfigurable Technol. Syst., 2011

An End-to-End Tool Flow for FPGA-Accelerated Scientific Computing.

Greg Stitt, Alan D. George, Herman Lam, Melissa C. Smith, Vikas Aggarwal, Gongyu Wang, Casey Reardon, Brian Holland, Seth Koehler, James Coole

IEEE Des. Test Comput., 2011

Performance, optimization, and fitness: Connecting applications to architectures.

Mohammad Ashraf Bhuiyan, Melissa C. Smith, Vivek K. Pallipuram

Concurr. Comput. Pract. Exp., 2011

2010

Optimization and performance study of large-scale biological networks for reconfigurable computing.

Mohammad Ashraf Bhuiyan, Ananth Nallamuthu, Melissa C. Smith, Vivek K. Pallipuram

Proceedings of the 2010 Fourth International Workshop on High-Performance Reconfigurable Computing Technology and Applications, 2010

Acceleration of spiking neural networks in emerging multi-core and GPU architectures.

Mohammad Ashraf Bhuiyan, Vivek K. Pallipuram, Melissa C. Smith

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Energy efficient biomolecular simulations with FPGA-based reconfigurable computing.

Ananth Nallamuthu, Melissa C. Smith, Scott S. Hampton, Pratul K. Agarwal, Sadaf R. Alam

Proceedings of the 7th Conference on Computing Frontiers, 2010

2009

FPGA Implementation of Izhikevich Spiking Neural Networks for Character Recognition.

Kenneth L. Rice, Mohammad Ashraf Bhuiyan, Tarek M. Taha, Christopher N. Vutsinas, Melissa C. Smith

Proceedings of the ReConFig'09: 2009 International Conference on Reconfigurable Computing and FPGAs, 2009

2007

Throughput Improvement of Molecular Dynamics Simulations Using Reconfigurable Computing.

Sadaf R. Alam, Pratul K. Agarwal, Jeffrey S. Vetter, Melissa C. Smith

Scalable Comput. Pract. Exp., 2007

Using FPGA Devices to Accelerate Biomolecular Simulations.

Sadaf R. Alam, Pratul K. Agarwal, Melissa C. Smith, Jeffrey S. Vetter, David Caliga

Computer, 2007

An Application Specific Memory Characterization Technique for Co-processor Accelerators.

Sadaf R. Alam, Jeffrey S. Vetter, Melissa C. Smith

Proceedings of the IEEE International Conference on Application-Specific Systems, 2007

2006

Simulative analysis of dynamic scheduling heuristics for reconfigurable computing of parallel applications.

Rajagopal Subramaniyan, Ian A. Troxel, Alan D. George, Melissa C. Smith

Proceedings of the ACM/SIGDA 14th International Symposium on Field Programmable Gate Arrays, 2006

2005

Parallel application performance on shared high performance reconfigurable computing resources.

Melissa C. Smith, Gregory D. Peterson

Perform. Evaluation, 2005

Accelerating Scientific Applications with the SRC-6 Reconfigurable Computer: Methodologies and Analysis.

Melissa C. Smith, Jeffrey S. Vetter, Xuejun Liang

Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

Balancing FPGA Resource Utilities.

Xuejun Liang, Jeffrey S. Vetter, Melissa C. Smith, Arthur S. Bland

Proceedings of The 2005 International Conference on Engineering of Reconfigurable Systems and Algorithms, 2005