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发表于 2011-6-16 23:45:11
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Multiscale Image and Video Processing (MultiScaleIVideoP)
Optical microscopy is usually used for structural characterization of materials in narrow ranges of magnification, small region of interest (ROI), and in static regime. But many crucial processes of damage initiation and propagation take place dynamically in the wide observable time domain from 10−3 s to 103 s and on the many scales from 10−6 m (solitary defects places) to 10−2 m (correlated linked network of defects). Multiscale Image and Video Processing (MultiscaleIVideoP) is designed to process the recorded evolution of material under mechanical deformation in loading machine. The calculations include many parameters of physical process (process rate, magnification, illumination conditions, hardware filters, etc.) and image processing parameters (size distribution, anisotropy, localization, scaling parameters, etc.), hence the calculations are very slow. That is why the extreme need of more powerful computational resources appears. Deploying this application on a Grid computing infrastructure, utilising hundreds of machines at the same time, allows harnessing sufficient computational power to perform image and video processing on a larger scale and in a much shorter timeframe.
The typical technical parameters for running the DG-enabled version of MultiScaleIVideoP application at local private IMP Desktop Grid (DG) infrastructure:
Current conditions for 1 workunit per 1 CPU core (2.4 GHz): time to run ~20–30 minutes; RAM<200 MB; HDD<500 MB.
Checkpointing: N/A (under tests now).
Chronometry of workunit progress: linear.
光学显微术通常被用于放大倍率范围较小,感兴趣区较小并且静态(?)的材料结构检查。但是在可观察的千分之一秒至一千秒时域和一微米(常见于独立的瑕疵)至一厘米(常为多个互相关联的瑕疵)空间尺度上,材料会开始受到破坏而且这种破坏过程会不断地发展。Multiscale Image and Video Processing (MultiscaleIVideoP)旨在处理物体在载物台上发生的机械形变的相关记录。此类计算涉及到机械变化中相当多的参数,包括速率,放大倍率,照明条件,滤镜等;还涉及一系列图像处理参数,如尺寸分布,各向异性,定位,刻度参数等,所以计算将十分缓慢。这就是我们急迫需要大量计算资源的原因。将此应用放到分布式的计算网络中,利用成百上千的计算机,我们就可以驾驭足够强大的计算能力来在大尺度上处理图像和视频,同时将处理时间控制的较短。
在全球公众IMP Desktop Grid(DG)结构上运行SLinCA应用程序的DG可用版本的典型技术参数如下:
· 当前条件下,在一个2.4 GHz的单核CPU上运行一个任务单元:运行时间约20-30分钟;内存占用小于200 MB;磁盘占用小于500 MB。
· 检查点:未知(目前仍在测试中)。
· 任务单元的计算过程:线性。 |
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