Search Results - "Kepner, Jeremy"

Transperineal prostate biopsy: analysis of a uniform core sampling pattern that yields data on tumor volume limits in negative biopsies by Kepner, Gordon R, Kepner, Jeremy V

“…Analyze an approach to distributing transperineal prostate biopsy cores that yields data on the volume of a tumor that might be present when the biopsy is…”
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Survey and Benchmarking of Machine Learning Accelerators by Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy

“…Advances in multicore processors and accelerators have opened the flood gates to greater exploration and application of machine learning techniques to a…”
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RadiX-Net: Structured Sparse Matrices for Deep Neural Networks by Kepner, Jeremy, Robinett, Ryan

“…The sizes of deep neural networks (DNNs) are rapidly outgrowing the capacity of hardware to store and train them. Research over the past few decades has…”
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An Automated Cluster Finder: The Adaptive Matched Filter by Kepner, Jeremy, Fan, Xiaohui, Bahcall, Neta, Gunn, James, Lupton, Robert, Xu, Guohong

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Using a Power Law distribution to describe big data by Gadepally, Vijay, Kepner, Jeremy

“…The gap between data production and user ability to access, compute and produce meaningful results calls for tools that address the challenges associated with…”
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Inside-out Galaxy Formation by Kepner, Jeremy V

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The Delayed Formation of Dwarf Galaxies by Kepner, Jeremy V, Babul, Arif, Spergel, David N

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Automatic registration of LIDAR and optical images of urban scenes by Mastin, Andrew, Kepner, Jeremy, Fisher, John

“…Fusion of 3D laser radar (LIDAR) imagery and aerial optical imagery is an efficient method for constructing 3D virtual reality models. One difficult aspect of…”
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The evolutionary status of the stellar population in the rho Ophiuchi cloud core by Strom, Karen M., Kepner, Jeremy, Strom, Stephen E.

“…This contribution reports the results of an infrared imaging survey aimed at characterizing the stellar populations associated with the three densest…”
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Scalable system scheduling for HPC and big data by Reuther, Albert, Byun, Chansup, Arcand, William, Bestor, David, Bergeron, Bill, Hubbell, Matthew, Jones, Michael, Michaleas, Peter, Prout, Andrew, Rosa, Antonio, Kepner, Jeremy

“…In the rapidly expanding field of parallel processing, job schedulers are the “operating systems” of modern big data architectures and supercomputing systems…”
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Resilience of Cyber Systems with Over‐ and Underregulation by Gisladottir, Viktoria, Ganin, Alexander A., Keisler, Jeffrey M., Kepner, Jeremy, Linkov, Igor

“…Recent cyber attacks provide evidence of increased threats to our critical systems and infrastructure. A common reaction to a new threat is to harden the…”
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Learning by doing, High Performance Computing education in the MOOC era by Mullen, Julia, Byun, Chansup, Gadepally, Vijay, Samsi, Siddharth, Reuther, Albert, Kepner, Jeremy

“…The High Performance Computing (HPC) community has spent decades developing tools that teach practitioners to harness the power of parallel and distributed…”
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A biomedical engineering approach to mitigate the errors of prostate biopsy by Ahmed, Hashim Uddin, Emberton, Mark, Kepner, Gordon, Kepner, Jeremy

“…Although it provides the standard diagnostic tool for prostate cancer, the performance of TRUS-guided biopsy is constrained by the biomechanical attributes of…”
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Survey of Machine Learning Accelerators by Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy

“…New machine learning accelerators are being announced and released each month for a variety of applications from speech recognition, video object detection,…”
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Percolation Model of insider threats to assess the optimum number of rules by Kepner, Jeremy, Gadepally, Vijay, Michaleas, Pete

“…Rules, regulations, and policies are the basis of civilized society and are used to coordinate the activities of individuals who have a variety of goals and…”
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HPC Productivity: An Overarching View by Kepner, Jeremy

“…The Defense Advanced Research Projects Agency (DARPA) High Productivity Computing Systems (HPCS) program is focused on providing a new generation of…”
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AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications by Li, Baolin, Arora, Rohin, Samsi, Siddharth, Patel, Tirthak, Arcand, William, Bestor, David, Byun, Chansup, Roy, Rohan Basu, Bergeron, Bill, Holodnak, John, Houle, Michael, Hubbell, Matthew, Jones, Michael, Kepner, Jeremy, Klein, Anna, Michaleas, Peter, McDonald, Joseph, Milechin, Lauren, Mullen, Julie, Prout, Andrew, Price, Benjamin, Reuther, Albert, Rosa, Antonio, Weiss, Matthew, Yee, Charles, Edelman, Daniel, Vanterpool, Allan, Cheng, Anson, Gadepally, Vijay, Tiwari, Devesh

“…Production high-performance computing (HPC) systems are adopting and integrating GPUs into their design to accommodate artificial intelligence (AI), machine…”
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Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis by Reuther, Albert, Kepner, Jeremy, Byun, Chansup, Samsi, Siddharth, Arcand, William, Bestor, David, Bergeron, Bill, Gadepally, Vijay, Houle, Michael, Hubbell, Matthew, Jones, Michael, Klein, Anna, Milechin, Lauren, Mullen, Julia, Prout, Andrew, Rosa, Antonio, Yee, Charles, Michaleas, Peter

“…Interactive massively parallel computations are critical for machine learning and data analysis. These computations are a staple of the MIT Lincoln Laboratory…”
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High Performance Computing Productivity Model Synthesis by Kepner, Jeremy

“…The Defense Advanced Research Projects Agency (DARPA) High Productivity Computing System (HPCS) program is developing systems that deliver increased value to…”
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AI Accelerator Survey and Trends by Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy

“…Over the past several years, new machine learning accelerators were being announced and released every month for a variety of applications from speech…”
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