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Accelerating Scientific Applications with Reconfigurable Computing: Getting Started
2007
Computing in science & engineering (Print)
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High-performance reconfigurable computing combines the advantages of the coarse-grain parallel processing provided in conventional multiprocessor systems with the fine-grain parallel processing available ...
R econfigurable computing 1 based on the combination of conventional microprocessors and fieldprogrammable gate arrays (FPGAs) has reached a point at which we can substantially accelerate select scientific ...
Consequently, high-performance reconfigurable computing (HPRC)or reconfigurable supercomputing-is a relatively recent technology that rapidly evolves with new systems coming online and new software being ...
doi:10.1109/mcse.2007.91
fatcat:r5sxkfupeza4hcogyb4eppqliq
General Purpose Computing with Reconfigurable Acceleration
2010
2010 International Conference on Field Programmable Logic and Applications
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General Purpose Computing with Reconfigurable Acceleration generic reconfigurable computing platform THESIS Abstract I n this thesis we describe a new generic approach for accelerating software functions ...
We evaluate alternative design choices of our proposal using an AES application and accelerating its most computationally intensive function. ...
Reconfigurable High-Performance Computing High-Performance Computing (HPC) refers to the use of supercomputers and computer clusters to perform scientific and financial computations requiring high performance ...
doi:10.1109/fpl.2010.115
dblp:conf/fpl/BrandonSG10
fatcat:7hfqirmy4rcbxmd53fqpfb7adu
Guest Editors' Introduction: High-Performance Reconfigurable Computing
2007
Computer
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However, they still have not achieved high performance gains in most general scientific applications. ...
integer applications. ...
The authors start with an observation that the performance of HPC applications accelerated with FPGA coprocessors is "unusually sensitive" to the quality of the implementation. ...
doi:10.1109/mc.2007.91
fatcat:jkzmltwyp5gy5ajn4yewgz5txe
Hardware/Software Co-Design for Matrix Computations on Reconfigurable Computing Systems
2007
2007 IEEE International Parallel and Distributed Processing Symposium
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Recently, reconfigurable computing systems have been built which employ Field-Programmable Gate Arrays (FP-GAs) as hardware accelerators for general-purpose processors. ...
These systems provide new opportunities for scientific computations. However, the co-existence of the processors and the FPGAs in such systems also poses new challenges to application developers. ...
Thus, FPGAs have been employed to accelerate various scientific applications and have achieved superior performance compared with general-purpose processors [19, 21] . ...
doi:10.1109/ipdps.2007.370268
dblp:conf/ipps/ZhuoP07
fatcat:vvgkwuomsrhhrj3yqhhzkhkqzi
Basics of Reconfigurable Computing
[chapter]
2007
Designing Embedded Processors
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More recently, the FPGAbased pervasiveness of Reconfigurable Computing (RC) also spread over all application areas of scientific computing (a few example are listed in fig. 6 b) . ...
Currently the dominance of the basic computing paradigm is gradually wearing off with growing use of Reconfigurable Computing (RC) -bringing profound changes to the practice of both, scientific computing ...
doi:10.1007/978-1-4020-5869-1_20
fatcat:2uyk5ixupfdorl4ou7apk2q4ra
The Paramountcy of Reconfigurable Computing
[chapter]
2012
Energy-Efficient Distributed Computing Systems
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Typical orders of magnitude in the computer application landscape are: hundreds of applications, consisting of ten-thousands of programs, with millions of lines of code, having been developed by expenditure ...
reconfigurable computing). ...
Meanwhile a growing variety of hardwired accelerators comes along with each PC, laptop, or other kinds computers, called ASICs (Application-specific Integrated Circuits). ...
doi:10.1002/9781118342015.ch18
fatcat:shfb4oycu5hu5boizx6oltlgwa
Integrating Reconfigurable Hardware-Based Grid for High Performance Computing
2015
The Scientific World Journal
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However, there are still some difficulties when using reconfigurable platforms as accelerator that need to be addressed: the need of an in-depth application study to identify potential acceleration, the ...
This work proposes a complete grid infrastructure for distributed high performance computing based on dynamically reconfigurable FPGAs. ...
This infrastructure was tested accelerating a 5000 × 5000 elements matrix multiplier application using two Virtex 5 FPGA with 8 reconfigurable areas in each one. ...
doi:10.1155/2015/272536
pmid:25874241
pmcid:PMC4385699
fatcat:rrfxbkyrzfhu3df2qagz37vcle
Ecoscale: Reconfigurable Computing And Runtime System For Future Exascale Systems
2016
Zenodo
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Unit with coherent memory access. ...
To further increase energy efficiency, as well as to provide resilience, the Workers employ reconfigurable accelerators mapped into the virtual address space utilizing a dual stage System Memory Management ...
Although MPI has been the most popular programming model for developing parallel scientific applications, the PGAS programming model is an attractive alternative for designing applications with irregular ...
doi:10.5281/zenodo.34893
fatcat:ocwfndo4vjei3hqucmndj22xu4
Enabling Computational Steering with an Asynchronous-Iterative Computation Framework
2009
2009 Fifth IEEE International Conference on e-Science
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We illustrate and evaluate this framework with a scientific application that aims to fit models of the Milky Way galaxy structure to stars observed by the Sloan Digital Sky Survey. ...
To tolerate the heterogeneity between different sites, results are collected asynchronously and users can dynamically interact with their computations to adjust the area of interest. ...
Some experiments were carried out using the Grid'5000 experimental testbed, being developed under the INRIA ALADDIN development action with support from CNRS, RENATER, several universities, and other funding ...
doi:10.1109/e-science.2009.43
dblp:conf/eScience/CostanzoJVB09
fatcat:vtp4777lofhtfapgu5jfvpocve
Preliminary Investigation of Advanced Electrostatics in Molecular Dynamics on Reconfigurable Computers
2006
ACM/IEEE SC 2006 Conference (SC'06)
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Scientific computing is marked by applications with very high performance demands. ...
As technology has improved, reconfigurable hardware has become a viable platform to provide application acceleration, even for floating-point-intensive scientific applications. ...
Army ERDC MSRC for access to its MAPstation, Frans Trouw of Los Alamos National Laboratory for providing the example simulations, and Ronald Scrofano, Sr. for his assistance with the erfc(x) and e −x 2 ...
doi:10.1109/sc.2006.49
fatcat:vrlzdgfb4ff57ejyl4jx2o5wpa
Accelerators for Artificial Intelligence and High-Performance Computing
2020
Computer
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If we have killer application areas where acceleration is economically feasible or new tech nologies that enable sets of heterogeneous accelerators to be easily reconfigured dynamically, such as with FPGAs ...
I expect that the scientific community, which is the real stakeholder for HPC, will take a step back and start asking for more balanced, possibly smaller, systems that deal with sparsity, irregular computation ...
doi:10.1109/mc.2019.2954056
fatcat:ivafrhmz55dknfqvc6koh6umtm
Adaptive Computing Systems and Their Design Tools
[chapter]
2010
Dynamically Reconfigurable Systems
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While reconfigurable adaptive computing has many proven advantages over conventional processors, in practice, it is often limited to niche applications. ...
This situation, which we aim to resolve with our research, is often linked to the lack of programming languages for adaptive computers that are familiar to software developers. ...
Acknowledgements This work was supported by DFG grant Ko 1721/1-2, project Adaptive Rechensysteme und ihre Entwurfswerkzeuge, associated with the Priority Programme 1148, Reconfigurable Computing Systems ...
doi:10.1007/978-90-481-3485-4_6
fatcat:dlusccdanfc3fglzgivzkpjkyy
The future of computing beyond Moore's Law
2020
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
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This article is part of a discussion meeting issue 'Numerical algorithms for high-performance computational science'. ...
Lastly, this article covers the many different opportunities and strategies available to continue computing performance improvements in the absence of historical technology drivers. ...
former CEO of SEMATECH), Shekhar Borkar (Qualcomm), Bill Dally and Larry Dennison (NVIDIA Research) and Keren Bergman of Columbia University for productive discussions about the vision for the future of computing ...
doi:10.1098/rsta.2019.0061
pmid:31955683
fatcat:owfzyphqizdyrhkjc2exnynvzq
Molecular dynamics---Preliminary investigation of advanced electrostatics in molecular dynamics on reconfigurable computers
2006
Proceedings of the 2006 ACM/IEEE conference on Supercomputing - SC '06
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Scientific computing is marked by applications with very high performance demands. ...
As technology has improved, reconfigurable hardware has become a viable platform to provide application acceleration, even for floating-point-intensive scientific applications. ...
Army ERDC MSRC for access to its MAPstation, Frans Trouw of Los Alamos National Laboratory for providing the example simulations, and Ronald Scrofano, Sr. for his assistance with the erfc(x) and e −x 2 ...
doi:10.1145/1188455.1188550
dblp:conf/sc/ScrofanoP06
fatcat:k65yeyoavjenxgjy54uccmuqcq
Design Heuristics for Mapping Floating-Point Scientific Computational Kernels onto High Performance Reconfigurable Computers
2009
Journal of Computers
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One approach is to use field programmable gate arrays (FPGAs) in conjunction with general purpose processors to form what are known as high performance reconfigurable computers (HPRCs). ...
Because of the increasing need to develop efficient high-speed computational kernels, researchers have been looking at various acceleration technologies. ...
Special thanks to Robert Moak for his help with some of the graphics. ...
doi:10.4304/jcp.4.6.542-553
fatcat:jaayaot47za4tgklyhjcfvgku4
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