Acceleration Methodology for the Implementation of Scientific App
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Acceleration Methodology for the Implementation of Scientific App
Clemson UniversityTigerPrintsAll ThesesTheses39934Acceleration Methodology for the Implementation of Scientific Applications on Reconfigurable Hardwar Acceleration Methodology for the Implementation of Scientific ApprePhillip MartinCìtmỉũn University, pmmarti(õ>clcmson.cduFollow this and additional works at: https://tigerprints.clemson.edu/all thesesPart of the Computer Sciences <'ommonsRecommended CitationMartin, Phillip, "Acceleratton Methodology for the Implementation of Scientific Applications on Reconfigur Acceleration Methodology for the Implementation of Scientific Appable Hardware” (20Ơ9). AU Theses. Si3.https://tigerprlntscỉemsonedu/all_theses/533I his Thesis K brought to you for free and open access by the ThesesAcceleration Methodology for the Implementation of Scientific App
at TlgerPrints. It has been accepted for inclusion in Al] Theses by an authorized administrator of TigerPrtni* For more information, plcaw contact toClemson UniversityTigerPrintsAll ThesesTheses39934Acceleration Methodology for the Implementation of Scientific Applications on Reconfigurable Hardwar Acceleration Methodology for the Implementation of Scientific Appte School of Clemson UniversityIn Partial Fulfillment of the Requirements for the Degree Master of Science Computer Engineeringby Phillip Murray Martin May 2009Accepted by:Dr. Melissa Smith. Committee Chair Dr. Richard Brooks Dr. Walter LigonABSTRACTrhe role of heterogeneous multi-core architectures Acceleration Methodology for the Implementation of Scientific App hl the industrial and scientific computing community is expanding. For researchers to increase the performance of complex applications, a multifaceteAcceleration Methodology for the Implementation of Scientific App
d approach is needed to utilize emerging reconfigurable computing (RC) architectures. First, the method for accelerating applications must provide fleClemson UniversityTigerPrintsAll ThesesTheses39934Acceleration Methodology for the Implementation of Scientific Applications on Reconfigurable Hardwar Acceleration Methodology for the Implementation of Scientific Appentists. A recent trend toward emerging disruptive architectures is an important signal that fundamental limitations in traditional high performance computing (HPC) are limiting break through research. To respond to these challenges, scientists are under pressure to identify new programming methodol Acceleration Methodology for the Implementation of Scientific Appogies and elements in platform architectures that will translate into enhanced program efficacy.Reconfigurable computing (RC) allows the implementatioAcceleration Methodology for the Implementation of Scientific App
n of almost any computer architecture trait, but identifying which traits work best for numerous scientific problem domains is difficult. However, by Clemson UniversityTigerPrintsAll ThesesTheses39934Acceleration Methodology for the Implementation of Scientific Applications on Reconfigurable Hardwar Acceleration Methodology for the Implementation of Scientific Appraits for accelerating scientific applications. By contrasting both hardware and software changes. RC platforms afford developers the ability to examine various architecture characteristics to find those best suited for production-level scientific applications. The flexibility afforded by 1 PG As al Acceleration Methodology for the Implementation of Scientific Applow these characteristics to then be extrapolated to heterogeneous, multi-core and general-purpose computing on graphics processing units (GP-GPU) Ỉ1PAcceleration Methodology for the Implementation of Scientific App
C platforms. Additionally by coupling high-leveliilanguages (HLL) with reconfigurable hardware, relevance to a wider industrial and scientific populatClemson UniversityTigerPrintsAll ThesesTheses39934Acceleration Methodology for the Implementation of Scientific Applications on Reconfigurable Hardwar Acceleration Methodology for the Implementation of Scientific App leveraging the flexibility provided by FPGAs we develop a methodology that removes computational loads from host systems and internalizes portions of communication with the aim of reducing fiscal costs through the reduction of physical compute nodes required to achieve the same runtime performance. Acceleration Methodology for the Implementation of Scientific App Using this methodology an improvement in application performance is shown to be possible without requiring hand implementation of HLL code in a hardwAcceleration Methodology for the Implementation of Scientific App
are description language (HDDA review of recent literature demonstrates the challenge of developing a platformindependent flexible solution that allowClemson UniversityTigerPrintsAll ThesesTheses39934Acceleration Methodology for the Implementation of Scientific Applications on Reconfigurable Hardwar Acceleration Methodology for the Implementation of Scientific Appation of the application’s profile, computations, and conununications and utilizes tools to assist the developer in making partitioning and optimization decisions. Through experimental results, we will analyze the computational requirements, describe the simulated and actual accelerated application Acceleration Methodology for the Implementation of Scientific Appimplementation, and finally describe problems encountered during development. Using this proposed method, a 3x speedup is possible over the entire accAcceleration Methodology for the Implementation of Scientific App
elerated target application. Lastly we discuss possible future work including further potential optimizations of the application to improve this proceClemson UniversityTigerPrintsAll ThesesTheses39934Acceleration Methodology for the Implementation of Scientific Applications on Reconfigurable HardwarClemson UniversityTigerPrintsAll ThesesTheses39934Acceleration Methodology for the Implementation of Scientific Applications on Reconfigurable HardwarGọi ngay
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