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1 - 4 of 4
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Gunrock: GPU graph analytics
Wang Y., Pan Y., Davidson A., Wu Y., Yang C., Wang L., Osama M., Yuan C., Liu W., Riffel A., Owens J. ACM Transactions on Parallel Computing 4(1): 1-49, 2017. Type: Article
Graphs are fundamental data structures for modeling social interactions, computer networks, and physical simulations. Graph analytic libraries provide optimized primitives and application programming interfaces (APIs) for performing co...
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Nov 30 2017 |
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A fast level-set segmentation algorithm for image processing designed for parallel architectures
Gutierrez J., Nina-Paravecino F., Kaeli D. IA3 2016 (Proceedings of the 6th Workshop on Irregular Applications: Architecture and Algorithms, Salt Lake City, UT, Nov 13-18, 2016) 66-69, 2016. Type: Proceedings
The level set method (LSM) is a popular technique for image analysis and object identification. This paper describes an implementation of LSM using general-purpose graphic processing units (GPGPUs). Three GPGPU-centric optimizations ha...
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Jul 3 2017 |
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 A study of pointer-chasing performance on shared-memory processor-FPGA systems
Weisz G., Melber J., Wang Y., Fleming K., Nurvitadhi E., Hoe J. FPGA 2016 (Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Monterey, CA, Feb 21-23, 2016) 264-273, 2016. Type: Proceedings
Several vendors including Intel and IBM have announced devices that closely integrate processors and field programmable gate arrays (FPGAs) using low-latency shared memory interfaces. This paper examines the potential of such devices f...
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Jun 7 2017 |
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Melia: a MapReduce framework on OpenCL-based FPGAs
Wang Z., Zhang S., He B., Zhang W. IEEE Transactions on Parallel and Distributed Systems 27(12): 3547-3560, 2016. Type: Article
Many web applications such as search engines and recommendation systems require operations on large datasets. The nature of computation in such applications is complex, which necessitates distributed operations on clusters of general-p...
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May 24 2017 |
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