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Visualisation as an aid to low-level programming

Visualisation as an aid to low-level programming

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Frontiers in Education (FIE) conference

作者： M. Beaumont D. Jackson Department of Computer Science University of Liverpool Liverpool UK

Courses covering the topics of low-level machine organisation and programming often prove to be a source of difficulty for students. To aid understanding, a number of researchers have turned to the use of graphical simulators and the like, but little has been done to assist with the programming task itself at this level. In addressing this, the authors have applied visual programming techniques to create a graphical environment for programming at the machine level. the visual images used have been designed to convey the meanings of operations succinctly and intuitively, the mechanisms for combining images to form more complex instructions are made visually explicit, and the system environment frees the student from which of the triviality of assembly language syntax. the aim is to obviate the need to digest and remember vast amounts of detail about a processor and its instruction set before programming can begin, thus enabling the student to concentrate on the function and effects of the low level operations themselves.

关键词： Visualization Facial animation computer science Assembly systems Functional programming computer architecture computer graphics Software tools Computational modeling computer simulation

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GPU-Based steady-state solution of the chemical master equation

GPU-Based steady-state solution of the chemical master equat...

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2013 IEEE 37th Annual computer Software and Applications conference, COMPSAC 2013

作者： Maggioni, Marco Berger-Wolf, Tanya Liang, Jie Department of Computer Science Department of Bioengineering University of Illinois Chicago United States

ISBN: (纸本)9780769549798

the Chemical Master Equation (CME) is a stochastic and discrete-state continuous-time model for macromolecular reaction networks inside the cell. Under this theoretical framework, the solution of a sparse linear system provides the steady-state probability landscape over the molecular microstates. the CME framework can in fact reveal important insights into basic principles on how biological networks function, having critical applications in stem cell study and cancer development. However, the exploratory nature of system biology research involves the solution of the same reaction network under different conditions. As a result, the application of the CME framework is feasible only if we are able to solve several large linear systems in a reasonable amount of time. In recent years, GPU has emerged as a cost-effective high performance architecture easily available to bioscientists around the world. In this paper, we propose an efficient GPUbased Jacobi iteration for steady-state probability calculation. We provide several optimization strategies based on the problem structure with the aim of outperforming the conventional multicore implementation while minimizing the GPU memory footprint. We combine an ELL+DIAG sparse matrix format with DFS ordering to leverage the diagonal density. Moreover, we devise an improved sliced ELL sparse matrix representation based on warp granularity and local rearrangement. Experimental results demonstrate an average doubleprecision performance of 14.212 GFLOPS in solving the CME (a speedup of 15.67x compared to the optimized Intel MKL library). Our implementation of the warp-grained sliced ELL format outperforms the state-of-the-Art in terms of SpMV performance (a speedup of 1.24x over clSpMV). Moreover, it shows consistent improvements for a wider set of application domains and a good memory footprint reduction. the results achieved in this work provide the foundation for applying the CME framework to realistic biochemical systems. In

关键词： graphics processing unit

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Self-designing user interfaces

Self-designing user interfaces

引用

EUROMICRO conference

作者： F.E. Sandnes Department Computer Science Faculty of Engineering Oslo University College Oslo Norway

Trends in user interface design have converged onto a set of popular paradigms and technologies. Within this setting there is much room for variation and individualism. the goal is generic interface methodologies that are user device and platform independent. In this paper a strategy is proposed where design decisions are made at run-time. Instead of developers making the decisions the user influences the "design" in a natural manner that does not require special technical insight or skill. A user interface requirements specification is passed from the application to a site-specific interface client responsible for designing, realising and presenting the interface to the user. Design decisions regarding layout, choice of components and paradigm is determined from a combination of explicit and implicit user influences combined by an evolutionary search strategy. User access patterns are monitored and used to evolve site-specific user interfaces. In addition, patterns evolved by different users on a network of computers are exchanged and exploited in the ongoing evolution.

关键词： User interfaces Application software computer displays Sensor arrays Graphical user interfaces Runtime Humans Auditory displays Rendering (computer graphics) computer science

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Engineering graphics in an integrated environment

Engineering graphics in an integrated environment

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Frontiers in Education (FIE) conference

作者： R.W. Bolton J.R. Morgan Engineering Technology Department Texas A and M University College Station TX USA Civil Engineering Department Texas A and M University College Station TX USA

this paper focuses on the freshman year of the Foundation Coalition program at Texas A&M University. the curriculum includes chemistry, English, engineering, math and physics taught in an integrated just in time fashion using technology and delivered in an active-collaborative environment to students working in teams of four. through our thrusts of integration, teaming, active learning and technology we hope to produce engineers who can solve increasingly complex problems more effectively. Graphical analysis, not generally taught or used by engineering students, has provided the best avenue for integration of graphics into the freshman Coalition environment. Graphical analysis techniques introduce CADD (computer Aided Design and Drafting) to the student in a manner that reaches graphical fundamentals and at the same time is relevant to topics addressed in other course work. Examples include: graphical solutions to vectors are used to introduce the concept of coordinate systems and scale; and traditional topics in descriptive geometry have been replaced with an introduction to 3D model development. Another area where graphics provides a valuable interface is in developing communication skills. Integrated technical reports, produced by student engineering design teams, include technical content (graded by science, mathematics, and engineering faculty) and are submitted to English.

关键词： Chemical technology Design engineering Chemistry Physics Engineering students computer graphics Design automation Technical drawing Geometry Solid modeling

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Development of computer based instruction in a control systems curriculum

Development of computer based instruction in a control syste...

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Frontiers in Education (FIE) conference

作者： S.A. Yost N. Al-Holou L.M. Hideg University of Detroit Mercy Detroit MI US

this paper describes an initiative to develop, deliver and evaluate a control systems curriculum. the curriculum must serve candidates in both the engineering and engineering technology programs. this presents some unique challenges that must be addressed throughout the planning, development and delivery phases of the project. the study of control systems is usually quite challenging for engineering students, especially for nonelectrical engineering majors. computer-based instruction will make the concepts more interesting and easier to understand for the candidates for whom the curriculum is being developed. Authorware 3.0 is being used to develop this courseware. It is an object-oriented authoring tool that supports the integration of text, graphics, animation, audio and video. the Iconic/Flow Control paradigm on which it is based makes it a powerful platform for the rapid prototyping of courseware modules. the paper also addresses the philosophy and instructional objectives which will guide the curriculum development process. A sample module is described and a working courseware module will be demonstrated at the conference.

关键词： computer aided instruction Control systems Educational technology Manufacturing industries Courseware Educational products Animation Production Contracts computer science education

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G-Charm: An adaptive runtime system for message-driven parallel applications on hybrid systems 13

G-Charm: An adaptive runtime system for message-driven paral...

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27th ACM International conference on Supercomputing, ICS 2013

作者： Vasudevan, R. Vadhiyar, Sathish S. Kalé, Laxmikant V. SuperComputer Education and Research Centre Indian Institute of Science Bangalore India Department of Computer Science University of Illinois at Urbana-Champaign Urbana IL 61801 United States

ISBN: (纸本)9781450321303

the effective use of GPUs for accelerating applications depends on a number of factors including effective asynchronous use of heterogeneous resources, reducing memory transfer between CPU and GPU, increasing occupancy of GPU kernels, overlapping data transfers with computations, reducing GPU idling and kernel optimizations. Overcoming these challenges require considerable effort on the part of the application developers and most optimization strategies are often proposed and tuned specifically for individual applications. In this paper, we present G-Charm, a generic framework with an adaptive runtime system for efficient execution of message-driven parallel applications on hybrid systems. the framework is based on Charm++, a message-driven programming environment and runtime for parallel applications. the techniques in our framework include dynamic scheduling of work on CPU and GPU cores, maximizing reuse of data present in GPU memory, data management in GPU memory, and combining multiple kernels. We have presented results using our framework on Tesla S1070 and Fermi C2070 systems using three classes of applications: a highly regular and parallel 2D Jacobi solver, a regular dense matrix Cholesky factorization representing linear algebra computations with dependencies among parallel computations and highly irregular molecular dynamics simulations. With our generic framework, we obtain 1.5 to 15 times improvement over previous GPU-based implementation of Charm++. We also obtain about 14\% improvement over an implementation of Cholesky factorization with a static work-distribution scheme. © 2013 ACM.

关键词： graphics processing unit

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Medical Image Computing and computer Assisted Intervention – MICCAI 2024 Workshops 1

Medical Image Computing and Computer Assisted Intervention ...

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丛书名： Lecture Notes in computer Science

1000年

作者： Anna Schroder Neil P. Oxtoby Alexandra Young Tiantian He Isaac Llorente-Saguer Xiang Li Tanveer Syeda-Mahmood Alessa Hering Tejas S. Mathai Pritam Mukherjee Sven Kuckertz Andreas Maier Satyananda Kashyap Hayit Greenspan Anant Madabhushi

ISBN: (数字)9783031845253

ISBN: (纸本)9783031845246

this book constitutes the proceedings from the workshops LDTM 2024, MMMI/ML4MHD 2024, and ML-CDS 2024 which were held in conjunction with the 27th International conference on Medical Image Computing and computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco, in October 2024. the papers included in this book stem from the following workshops: - LDTM 2024, Workshop on Longitudinal Disease Tracking and Modeling with Medical Images and Data, which accepted 13 papers from 15 submissions. - MMMI/ML4MHD 2024, the 5th International Workshop on Multiscale Multimodal Medical Imaging, MMMI 2024, and the First Workshop on Machine Learning for Multimodal/-sensor Healthcare Data, ML4MHD2024, from which 8 papers are included from a total of 14 submissions to the workshop - ML-CDS 2024, Workshop on Multimodal Learning and Fusion Across Scales for Clinical Decision Support, which accepted 4 papers out of 5 submissions

关键词： computer Imaging, Vision, Pattern Recognition and graphics

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Auto feature selection for object detection, can or can't? 11

Auto feature selection for object detection, can or can't?

引用

proceedings of the 27th spring conference on computer graphics

作者： Bao Nguyen thien Yoshiaki Shirai Ritsumeikan University Japan

ISBN: (纸本)9781450319782

this research focuses on developing a system that can retrieve objects from a large image database by exploring the different types of image features. We propose a global representation of object based on the combination of multiple features. After that, we design a novel method for generic object detecting in still images with automatic feature selection. Our method is simple, computationally efficient the main advantage of this method is that it can automatically choose features which are the most suitale for detecting one type of object. We present experimental results for detecting many visual categories including side view car, front view car, bike, motorbike, train, aero plane, horse, sheep, flower and tower. Results clearly demonstrate that the proposed method is robust and produces good detection accuracy rate.

关键词： image processing object detection computer vision feature seclection

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Pipelined implementation of b-splines and beta-splines for computer graphics and visualization applications

Pipelined implementation of b-splines and beta-splines for c...

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Asilomar conference on Signals, Systems & computers

作者： J.P. Refling L.A. Ferrari Dept. of Electr. Eng. California Univ. Irvine CA USA Department of Electrical Engineering University of California Irvine CA USA

Beta-splines used in visualization techniques differ from b-splines in that they are constructed using geometric continuity constraints instead of parametric derivative constraints. they are piecewise polynomial interpolating functions. We show how to exactly compute the samples of these functions from a sparse set of points. this computation uses only summations, and no multiplications after initial setup, and the summations can be pipelined for hardware implementation. the few multiplications necessary in the setup may be computed much more slowly than the output samples. Next, we show how to adapt this result to interpolate and manipulate curves. this technique consists primarily of summations in pipelined hardware. this new exact discrete implementation is fast, simple, and modular.< >

关键词： Spline Hardware Visualization Polynomials

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Topological Zoo. Mathematical visualization in virtual environment

Topological Zoo. Mathematical visualization in virtual envir...

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EUROMICRO conference

作者： M. Gobel S. Klimenko L. Nikitina I. Nikitin German National Research Center for Information Technology (GMD) Germany Institute of Computing for Physics and Technology Russia

Differential geometry and topology are the areas of higher mathematics, which particularly require visual representation of studying objects for better understanding of the material. On the other hand, the complex structure of such objects makes their visualization a challenge for modern graphical systems. In this paper we describe some methods useful for adequate representation of topologically non-trivial objects in virtual environment systems, particularly the acceleration of standard mechanisms for rendering of transparent surfaces, applicable for complex cases of self-intersecting time-dependent surfaces, not necessarily admitting continuous fields of normal vectors. We also use a simple technique of image-based rendering, which places stereo-photographs of real environments as static background for 3D virtual scenes. the methods are implemented in educational application, which demonstrates the main properties of elementary topological objects (Moebius band, Klein bottle, projective plane etc.) and gives a possibility to explore interactively the complex constructions, arising in higher mathematics.

关键词： Visualization Virtual environment Layout Topology Mathematics Rendering (computer graphics) Application software Education Physics computing Acceleration

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