Search Results - Automatically Parallelized

Evaluating automatically parallelized versions of the support vector machine by Codreanu, Valeriu, Dröge, Bob, Williams, David, Yasar, Burhan, Yang, Po, Liu, Baoquan, Dong, Feng, Surinta, Olarik, Schomaker, Lambert R.B., Roerdink, Jos B.T.M., Wiering, Marco A.

“…Summary The support vector machine (SVM) is a supervised learning algorithm used for recognizing patterns in data. It is a very popular technique in machine…”
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Lock Coarsening: Eliminating Lock Overhead in Automatically Parallelized Object-Based Programs by Diniz, Pedro C., Rinard, Martin C.

“…Atomic operations are a key primitive in parallel computing systems. The standard implementation mechanism for atomic operations uses mutual exclusion locks…”
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Relative Debugging of Automatically Parallelized Programs by Jost, Gabriele, Hood, Robert

“…We describe a system that simplifies the process of debugging programs produced by computer-aided parallelization tools. The system uses relative debugging…”
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Adaptively increasing peformance and scalability of automatically parallelized programs by Moonesinghe, H D. K

“… In this thesis, we present adaptive execution techniques to increase the performance and scalability of automatically parallelized loops by executing them parallely or serially using the information…”
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Source-level debugging of automatically parallelized programs by Cohn, Robert Steven

“… A source-level debugger for automatically parallelized programs hides the parallelism from the user by providing the illusion that the original sequential program is executing…”
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Support for Debugging Automatically Parallelized Programs by Hood, Robert, Jost, Gabriele

“…We describe a system that simplifies the process of debugging programs produced by computer-aided parallelization tools. The system uses relative debugging…”
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RUbioSeq: a suite of parallelized pipelines to automate exome variation and bisulfite-seq analyses by Rubio-Camarillo, Miriam, Gómez-López, Gonzalo, Fernández, José M., Valencia, Alfonso, Pisano, David G.

“…Motivation: RUbioSeq has been developed to facilitate the primary and secondary analysis of re-sequencing projects by providing an integrated software suite of parallelized pipelines to detect exome variants…”
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Data2Dynamics: a modeling environment tailored to parameter estimation in dynamical systems by Raue, A., Steiert, B., Schelker, M., Kreutz, C., Maiwald, T., Hass, H., Vanlier, J., Tönsing, C., Adlung, L., Engesser, R., Mader, W., Heinemann, T., Hasenauer, J., Schilling, M., Höfer, T., Klipp, E., Theis, F., Klingmüller, U., Schöberl, B., Timmer, J.

“… The numerically expensive parts of the calculations such as the solving of the differential equations and of the associated sensitivity system are parallelized and automatically compiled into efficient C code…”
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Integration-by-parts reductions of Feynman integrals using Singular and GPI-Space by Bendle, Dominik, Böhm, Janko, Decker, Wolfram, Georgoudis, Alessandro, Pfreundt, Franz-Josef, Rahn, Mirko, Wasser, Pascal, Zhang, Yang

“… Modelled in terms of Petri nets, these steps are efficiently automatized and automatically parallelized by GPI-S pace…”
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A system for exact and approximate genetic linkage analysis of SNP data in large pedigrees by Silberstein, Mark, Weissbrod, Omer, Otten, Lars, Tzemach, Anna, Anisenia, Andrei, Shtark, Oren, Tuberg, Dvir, Galfrin, Eddie, Gannon, Irena, Shalata, Adel, Borochowitz, Zvi U., Dechter, Rina, Thompson, Elizabeth, Geiger, Dan

“…Motivation: The use of dense single nucleotide polymorphism (SNP) data in genetic linkage analysis of large pedigrees is impeded by significant technical,…”
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Glacier Image Velocimetry: an open-source toolbox for easy and rapid calculation of high-resolution glacier velocity fields by Van Wyk de Vries, Maximillian, Wickert, Andrew D.

“… GIV is fully parallelized and automatically detects, filters, and extracts velocities from large datasets of images…”
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Modular Software for Generating and Modeling Diverse Polymer Databases by Santana-Bonilla, Alejandro, López-Ríos de Castro, Raquel, Sun, Peike, Ziolek, Robert M, Lorenz, Christian D

“…Machine learning methods offer the opportunity to design new functional materials on an unprecedented scale; however, building the large, diverse databases of…”
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Quantitative biological assays with on-chip calibration using versatile architecture and collapsible chambers by Parent, C., Boizot, F., Cubizolles, M., Verplanck, N., Achard, J.-L., Fouillet, Y.

“… Elementary fluidic functions such as fluid transfer, volumes calibration, mixing, aliquoting and linear dilutions can be parallelized, achieving automatically and rapidly complex operations…”
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Adaptive parallelism in compiler-parallelized code by Hall, Mary W., Martonosi, Margaret

“…‐parallelized application may execute on more processors than it can effectively use – a waste of computational resources that becomes more acute as the number of processors increases, particularly for systems used as multiprogrammed compute servers…”
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Multi-label in vivo STED microscopy by parallelized switching of reversibly switchable fluorescent proteins by Willig, Katrin I., Wegner, Waja, Müller, Antonia, Clavet-Fournier, Valérie, Steffens, Heinz

“… All labels are recorded quasi-simultaneously by parallelized on- and off-switching of the RSFPs within the fast-scanning axis…”
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Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming by Paszke, Adam, Johnson, Daniel D., Duvenaud, David, Vytiniotis, Dimitrios, Radul, Alexey, Johnson, Matthew J., Ragan-Kelley, Jonathan, Maclaurin, Dougal

“… We also introduce a fine-grained typed effects system which affords concise and automatically-parallelized in-place updates…”
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Towards generating efficient flow solvers with the ExaStencils approach by Kuckuk, Sebastian, Haase, Gundolf, Vasco, Diego A., Köstler, Harald

“…Summary ExaStencils aims at providing intuitive interfaces for the specification of numerical problems and resulting solvers, particularly those from the class…”
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A framework for scalable real‐time anomaly detection over voluminous, geospatial data streams by Budgaga, Walid, Malensek, Matthew, Lee Pallickara, Sangmi, Pallickara, Shrideep

“…Summary This study presents a framework to enable distributed detection, storage, and analysis of anomalies in voluminous data streams. Individual observations…”
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Ultrafast and scalable cone-beam CT reconstruction using MapReduce in a cloud computing environment by Meng, Bowen, Pratx, Guillem, Xing, Lei

“…Purpose: Four-dimensional CT (4DCT) and cone beam CT (CBCT) are widely used in radiation therapy for accurate tumor target definition and localization…”
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Compressed and Parallelized Structured Tensor Algebra by Ghorbani, Mahdi, Bauer, Emilien, Grosser, Tobias, Shaikhha, Amir

“… compression, polyhedral analysis, and affine code generation. Our methodology reduces memory footprint by automatically detecting the best data layout, heavily benefits…”
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