gpu graphics processing unit IEEE PAPER, IEEE PROJECT
A graphics processing unit (GPU) is a computer chip that performs rapid mathematical calculations, primarily for the purpose of rendering images. In the early days of computing, the central processing unit (CPU) performed these calculations
Swizzle Inventor: Data Movement Synthesis for GPU Kernels
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Utilizing memory and register bandwidth in modern architectures may require swizzles non- trivial mappings of data and computations onto hardware resources such as shuffles. We develop Swizzle Inventor to help programmers implement swizzle programs, by writing
GPU Accelerated Computation of Isotropic Chemical Shifts Offers New Dimension of Structure Refinement in Largescale Molecular Dynamics Simulation
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Remaining components of the predictive model saw similar individual speedups through profiling. Implementing the newly optimized functional core into NAMD is NMRForces, a
Visbrain: A multi-purpose GPU -accelerated open-source suite for multimodal brain data visualization
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We present Visbrain, a Python open-source package that offers a comprehensive visualization suite for neuroimaging and electrophysiological brain data. Visbrain consists of two levels of abstraction:(1) objects which represent highly configurable neurooriented
Scatter Correction for Industrial Cone-Beam Computed Tomography (CBCT) Using 3D VSHARP, a fast GPU -Based Linear Boltzmann Transport Equation
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David Nisius1 1Varex Imaging Corporation, 2Varian Medical Systems February 13, 2019 Keywords: Cone-Beam Computed Tomography (CBCT), Scatter Correction, Finite-Element Boltzmann Transport Equation Solver Scatter Correction for Industrial Cone-Beam Computed Tomography The book was inadvertently published with chapter authors incorrect family name. This information has been updated from Pawan Kumar Updhyay to Pawan Kumar Upadhyay in the initially published version of chapter 25 The updated version of this chapter can be found at
Architecting Waferscale Processors-A GPU Case Study
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Increasing communication overheads are already threatening computer system scaling. One approach to dramatically reduce communication overheads is waferscale processing. However, waferscale processors , , have been historically deemed impractical due to
Performant Anomaly Based Network Intrusion Detection Systems Using GPU
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Networks have been exposed to attack classes such as probe, denial of service, root to local and user to root with increasing connectivity and exposure to the internet. Network Intrusion Detection Systems (NIDSs) alongside firewall are being widely used to identify and minimize
Cutter Engagement Feature Extraction Using Triple-Dexel Representation Workpiece Model and GPU Parallel Processing Function
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For an accurate analysis of the cutting force, the cutter engagement feature (CEF) representing the contact area between the cutter and workpiece must be extracted for each small feed motion of the cutter. We previously proposed a method for accelerating the CEF
EraseMe: A Defense Mechanism against Information Leakage exploiting GPU Memory
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ABSTRACT Graphics Processing Units ( GPU ) play a major role in speeding up computational tasks of the users, especially in applications such as high volume text and image processing. Recent works have demonstrated the security problems associated with
GPU -accelerated fixpoint algorithms for faster compiler analyses
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Inter-procedural data-flow analyses are slow. We parallelize these predicate propagation fixpoint algorithms efficiently on a GPU . Our approach is (mostly) synchronization free even though the processed graphs in general are cyclic and have nodes with fan-in and fan-out
A NEW APPROACH OF GPU -ACCELERATED STOCHASTIC GRADIENT DESCENT METHOD FOR MATRIX FACTORIZATION
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Matrix-factorization-(MF-) based collaborative filtering (CF) is known to be an effective approach to recommendation, which has been widely used in many recommender systems. Stochastic gradient descent (SGD) is one of the most popular algorithms for solving MF
Parallel Batch Dynamic Single Source Shortest Path Algorithm and Its Implementation on GPU based Machine
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In this fast changing and uncertain world, to meet the users requirements the computer applications based on real world data always try to give responses in the minimum possible time. Single Source Shortest Path (SSSP) calculation is a basic requirement of applications
Architectural Support for Efficient GPU Multiprogramming.
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ABSTRACT LIN, ZHEN. Architectural Support for Efficient GPU Multiprogramming. Graphics processing units (GPUs) have become the most prevalent accelerator in high-performance computing. Since more and more applications
Optimization of Building Patterns for Better Air Quality Using GPU -Based Large Eddy Simulation
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Several earlier studies (eg [1 2]) pointed out the advantages of Large Eddy Simulation (LES) in modelling microscale dispersion, however, due to its high computational cost, most LES based studies focus on a single geometrical configuration without investigating the
KNN-Joins Using a Hybrid Approach: Exploiting CPU/ GPU Workload Characteristics
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ABSTRACT K Nearest Neighbor (KNN) joins are used in many scientific domains for data analysis, and are building blocks of several well-known algorithms. KNN-joins find the KNN of all points in a dataset. However, KNN searches are computationally expensive, and many
GPU Accelerated Sparse Representation of Light Fields
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We present a method for GPU accelerated compression of light fields. The approach is by using a dictionary learning framework for compression of light field images. The large amount of data storage by capturing light fields is a challenge to compress and we seek to
GPU CFD Applications
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The purpose of this report is to review the potential application of advanced computing in the oil and gas industry such as simulation of Flows (laminar, turbulent, two phase etc.). Fluid mechanics are a vital part in the oil and gas application. A division of fluid mechanics that
GPU parallel Grad-Shafranov solver for real-time equilibrium re-construction
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To achieve real-time control of tokamak plasmas, the equilibrium reconstruction have to be completed rapidly enough. For EAST experiment case, real-time equilibrium reconstruction is generally required to provide results within 1ms. A GPU parallel Grad-Shafranov solver is
Core software challenges of the GPU High Level Trigger 1 of LHCb
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Our translation can target any vectorization-capable CPU, with a con gurable vector-width at compile time. Our algorithm design is not speci c for GPUs, but bene t any SIMD processor. Compatibility with x-processors can be achieved with a low-e ort translation.
GPU Accelerated Maximum Likelihood Analysis for Phylogenetic Inference
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With the advancement of biology and Modern heuristic techniques for combinatorial problems. Advanced topics in computer science
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Decision Tree and Ensemble Learning Based on Ant Colony Optimization Google Books Result Modern heuristic techniques for combinatorial problems . Faculty library sciences Series: Advanced topics in computer science series; Alternative call (PDF) Modern Heuristic Search Methods
Software Agents Michael R. Genesereth Logic Group Computer Science Department Stanford University
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The software world is one of great richness and diversity. Many thousands of software products are available to users today, providing a wide variety of information and services in a wide variety of domains. While most of these programs provide their users with significant Classical complexity theory analyzes and classifies problems by the amount of a resource, usually time or space, that is required by algorithms solving them. It was a fundamental idea, going back to the work of Hartmanis and Stearns in the early 1960s, to measure the required
The combinatorics of network reliability, International Series of Monographs on Computer Science
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This book develops combinatorial tools which are useful for reliability analysis, as demonstrated with a probabilistic network model. Basic results in combinatorial enumeration are reviewed, along with classical theorems on connectivity and cutsets. More developed
Languages and machines: an introduction to the theory of computer science
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Languages and machines : an introduction to the theory of computer . Theory of Computing 2015/2016 (FUB MSc in Computer Science ) Languages and Machines, which is intended for computer scientists in the theoretical foundations of their subject, gives a mathematically sound In the late 1960s and early 1970s, the concepts of graph transformation and graph grammars started to become of interest in picture processing and computer science . The main idea was to generalize well-known rewriting techniques from strings and trees to Parsing is the process of structuring a linear representation in accordance with a given grammar. This definition has been kept abstract on purpose to allow as wide an interpretation as possible. The linear representation may be a sentence, a computer
The Cambridge distributed computing system. International computer science series
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The Development of Component-based Information Systems Google Books Result The Cambridge Distributed Computing System is an early discontinued distributed operating system, . (International computer science series) Bibliography: p. The 100 Best Computer Science Programs in the
Logic and the challenge of computer science
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Nowadays computer science is surpassing mathematics as the primary field of logic applications, but logic is not tuned properly to the new role. In particular, classical logic is preoccupied mostly with infinite static structures whereas many objects of interest in
Computer science unplugged
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For kids ages 7 to 14: This educational 50 minute show is an action-packed, zany time exploring neat ideas in computer science . It has been performed for over 20 years in classrooms, science museums, science festivals, and at educational events. Kids, and the
The Profession of IT, Is Computer Science Science
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COMMUNICATIONS OF THE ACM draw on the same fundamental principles. In 1989, we used the term computing instead of computer science , mathematics, and engineering. Today, computing science, engineering, mathematics, art
Discrete mathematical structures with applications to computer science
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The objectives of the course are: To develop Professional Skills through effective communication To introduce a number of Mathematical Foundation to be serving as tools even today in the development of theoretical computer science To gain some confidence on
Bringing computational thinking to K-12: what is Involved and what is the role of the computer science education community
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When Jeanette Wing [13] launched a discussion regarding the role of computational thinking across all disciplines, she ignited a profound engagement with the core questions of what computer science is and what it might contribute to solving problems across the
Modern DC-to-DC Switchmode Power Converter Circuits (Van Nostrand Reinhold Electrical/ Computer Science and Engineering Series)
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As each area of technology with a potential for significantly impacting any major segment of the electronics industry evolves, it often is accompanied by the development of a succession of new circuits. Each new circuit indeed appears different, employing different components
Information technology research: A practical guide for computer science and informatics
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Information Technology Research: A Practical Guide for Computer
Scientific methods in computer science
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ABSTRACT This paper analyzes scientific aspects of Computer Science . First it defines science and scientific method in
Active learning and its use in computer science
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Student learning and the depth of the students knowledge increase when active learning methods are employed in the classroom. Active learning strategies are discussed in general computer science course work and as used in a theory of computation course. Difficulties
Why the high attrition rate for computer science students: some thoughts and observations
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1. Introduction At our university, there are over four hundred declared majors in Computer Science . Each semester, however, only about fifteen to twenty students graduate in this field. The freshman courses comprise overflowing multiple sections, but the upper level courses make
Form and content in computer science
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The trouble with computer science today is an obsessive concern with form instead of content. No, that is the wrong way to begin. By any previous standard the vitality of computer science is enormous; what other intellectual area ever advanced so far in twenty years
Why women avoid computer science
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COMMUNICATIONS OF THE ACM did these numbers drop, and why more sharply for women than for men For men, the explanation is obvious. Traditional paths to wealth like law, medicine, and business are more certain, and over the
, the amount of DNA sequences has grown at a rapid rate giving rise to the analysis of phylogenetic trees with many taxa. The maximum likelihood analysis is commonly considered as the best approach in phylogenetic
A graphics processing unit (GPU) is a computer chip that performs rapid mathematical calculations, primarily for the purpose of rendering images. In the early days of computing, the central processing unit (CPU) performed these calculations
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