Title :
Lessons learned in developing a low-cost high performance medical imaging cluster
Author :
Lillywhite, Kirt ; Lee, Dah-Jye ; Antani, Sameer ; Zhang, Dong ; Long, Rodney
Author_Institution :
Dept. of Electr. & Comput. Eng., Brigham Young Univ., Provo, UT, USA
Abstract :
This paper explores the usefulness of the Sony PlayStation 3reg(PS3) for medical image processing. Medical image processing often entails dealing with a large number of high resolution images, requiring a large amount of computational power to process. The PS3 is powered by the cell broadband engine, a microprocessor created by IBM, capable of rapid numeric computation with low power requirements that has helped the unit to become a popular gaming unit. The unit can be repurposed as a low-cost high performance computing platform. In order to demonstrate the computational abilities of the PS3, several basic image processing tasks are implemented and compared with desktop PCs, equipped with general-purpose microprocessors. This article describes lessons learned in the process of building some fundamental image processing tasks. The article also describes the architecture of the cell broadband engine and provides information about developing applications given the architecture. The article also provides an introduction to setting up a high-performance image processing environment with a cluster of such relatively inexpensive PS3 units.
Keywords :
medical image processing; microprocessor chips; Cell Broadband Engine; Sony PlayStation 3; general-purpose microprocessors; low-cost high performance medical imaging cluster; medical image processing; microprocessor; Biomedical image processing; Biomedical imaging; Buildings; Computer architecture; Engines; High performance computing; Image processing; Image resolution; Microprocessors; Personal communication networks;
Conference_Titel :
Computer-Based Medical Systems, 2009. CBMS 2009. 22nd IEEE International Symposium on
Conference_Location :
Albuquerque, NM
Print_ISBN :
978-1-4244-4879-1
Electronic_ISBN :
1063-7125
DOI :
10.1109/CBMS.2009.5255369