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Department of Informatics Technische Universität München Informatik X: Rechnertechnik und Rechnerorganisation / Parallelrechnerarchitektur Prof. Dr. Arndt Bode , Prof. Dr. Hans Michael Gerndt |
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The NEPHEW projects intends to promote cluster computing as a stable platform for parallel computing which allows applications to be executed with both high performance and cost effictiveness. This will be shown by implementing the following three computationally intensive applications:
However, not only hardware cost affect the implementation and deployment of parallel software on clusters. In addition, also the effort of implementing and maintaining the parallel application imposes significant costs. In order to also attack this problem, the Nephew projects utilizes PeakWare from the Realtime Division of Matra Systems & Information. This tool, which will be ported within Nephew to Windows NT and enhanced for the use with clusters, allows to graphically model the communication within an application and then maps the specified dependencies onto the concrete hardware platform.
In this project the
Technische Universität München
provides a computationally intensive application from the area of
medical imaging,
the reconstruction of PET images for clinical usage. This project
is based on a cooperation between the
Lehrstuhl für Rechnertechnik
und Rechnerorganisation (LRR-TUM / the Chair for Computing Systems: Technology,
Organization and Design, Parallel Computers) from
the
Department of Computer Science and the Nuklearmedizinische Klinik
und Polyklinik (MRI-NM / the Institute for Nuclear Medicine) from
the Departmant of Medicine and
its university hospital Klinikum Rechts der Isar.
Tomographic imaging has become a key technology for modern medical
diagnosis. Recently, technologies like positron-emission-tomography
(PET) have been developed, which enable the direct measurement of
function whereas traditional technologies such as computer tomography
(CT) are only capable of imaging the morphological structure.
PET images are
acquired by measuring the decay of radio-isotopes attached to
molecules with known physiological properties such as water or
sugar. Reconstructing the measured projection data is a complex task -
it is mentioned in the Blue Book edition of 1996 as a 'Grand
Challenge' for high performance computing.
Within the Nephew project we will implement a parallel version of the
image reconstruction application adapted to the Nephew hardware and
tool environment. The utilization of extremely cost effective hardware
in combination with a high-performance interconnection fabric, namely
SCI, will allow the usage of a new and better class of PET
reconstruction algorithms in clinical routine without buying expensive
massively parallel processors. The core of these reconstruction
algorithms that will be used within this project have been implemented
at the University of Michigan by
Prof. J. Fessler
and are provided through the
ASPIRE library.
One of the key components of this project and for applications in the
cluster environment in general is the deployment of a high performance
interconnection fabric with high bandwidth and low latency characteristics.
In Nephew one of the leading technologies in this sector,
the Scalable Coherent Interface (SCI), is deployed using the
leading-edge products of Dolphin
Interconnection Solution, also a partner within the Nephew consortium.
More background information about SCI cluster computing can be obtained
from the homepage of the SMiLE project (Shared
Memory in a Lan-like environment). This group, which also participates
in the Nephew project, has a long tradition in cluster computing research
using SCI.
Reconstruction of PET Images
Example images
Clustering using SCI
Contact persons / Staff at TUM
NEPHEW Partners
Dolphin ICS
(Norway)
ELCO Sistemas
(Spain)
Matra Systems & Information
(France)
Joanneum Research (IIS)
(Austria)
Technische Universität München
(Germany)
| This work is supported by the European Commission in the Fourth Framework Programme under ESPRIT HPCN Project EP29907 (Network of PC's Heterogeneous Windows-NT Engineering Toolset - NEPHEW). |
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