cient Visualization of Large { Scale Data onHierarchical
نویسندگان
چکیده
A multi-resolution approach is presented for data on a large class of hierarchical and nested grids. It is based on a procedural interface and a set of hierarchical and adaptive visualization methods. Such a method consists of a recursive traversal of mesh elements from the grid hierarchy combined with an adaptive stopping according to some error indicator which is closely related to the visual impression of data smoothness. During this traversal user data is only temporarily and locally addressed on single elements. No in advance mapping onto prescribed formats is necessary. The user only has to supply a set of element access routines as an interface to his speciic data structures. As no extra storage is required, also large, economically stored computational grids can be handled on workstations with moderate local memory. Signiicant examples illustrate the applicability and eeciency on diierent types of meshes.
منابع مشابه
mQAPViz: A divide-and-conquer multi-objective optimization algorithm to compute large data visualizations
Modern digital products and services are instrumental in understanding users activities and behaviors. In doing so, we have to extract relevant relationships and paerns from extensive data collections eciently. Data visualization algorithms are essential tools in transforming data into narratives. Unfortunately, very few visualization algorithms can handle a signicant amount of data. In this...
متن کاملUsing PVM and MPI for Co-processed, Distributed and Parallel Scientific Visualization
This paper discusses the combined use of MPI and PVM in the parallel visualization tool kit, pV3. The implementation provides for e cient co-processed, distributed parallel visualization of large-scale 3D time dependent simulations. The primary goals of pV3 include the ability; to handle large-scale transient 3D simulations, to take full advantage of available hardware encompassing both paralle...
متن کاملFlow Visualization by Conditional Sampling of a Single X-Wire Probe in a Very Long Run Experiment
Flow visualization techniques using tracer markers such as die, smoke, hydrogen bubbles, etc., have been widely used in experimental investigations of large scale structures of a variety of flow fields. They have played an important role in understanding the physics of the coherent structures' formation and evolution in the transitional as well as the turbulent regions of the flow fields. Howev...
متن کاملFlow Visualization by Conditional Sampling of a Single X-Wire Probe in a Very Long Run Experiment
Flow visualization techniques using tracer markers such as die, smoke, hydrogen bubbles, etc., have been widely used in experimental investigations of large scale structures of a variety of flow fields. They have played an important role in understanding the physics of the coherent structures formation and evolution in the transitional as well as the turbulent regions of the flow fields. Howeve...
متن کاملVisualization of Large-Scale Distributed Data
INTRODUCTION The primary goal of visualization is insight. An effective visualization is best achieved through the creation of a proper representation of data and the interactive manipulation and querying of the visualization. Large-scale data visualization is particularly challenging because the size of the data is several orders of magnitude larger than what can be managed on an average deskt...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1997