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4th GPGPU@ASPLOS 2011: Newport Beach, CA, USA

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Proceedings of 4th Workshop on General Purpose Processing on Graphics Processing Units, GPGPU 2011, Newport Beach, CA, USA, March 5, 2011. ACM 2011, ISBN 978-1-4503-0569-3

Applications I

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  - conf/asplos/NugterenBCM11
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Cedric Nugteren, Gert-Jan van den Braak, Henk Corporaal, Bart Mesman:
High performance predictable histogramming on GPUs: exploring and evaluating algorithm trade-offs. 1
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Balaji Dhanasekaran, Norman Rubin:
A new method for GPU based irregular reductions and its application to k-means clustering. 2

Optimizations

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  - conf/asplos/HanA11
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Tianyi David Han, Tarek S. Abdelrahman:
Reducing branch divergence in GPU programs. 3
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Andrew A. Davidson, John D. Owens:
Register packing for cyclic reduction: a case study. 4
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Rodrigo Dominguez, Dana Schaa, David R. Kaeli:
Caracal: dynamic translation of runtime environments for GPUs. 5

Applications II

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Andrew Thall:
Fast Mersenne prime testing on the GPU. 6
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Molly A. O'Neil, Martin Burtscher:
Floating-point data compression at 75 Gb/s on a GPU. 7
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Andrew Miller, Vishal Jain, Joseph L. Mundy:
Real-time rendering and dynamic updating of 3-d volumetric data. 8

Instrumentation and analysis

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  - conf/asplos/FarooquiKDYS11
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Naila Farooqui, Andrew Kerr, Gregory Frederick Diamos, Sudhakar Yalamanchili, Karsten Schwan:
A framework for dynamically instrumenting GPU compute applications within GPU Ocelot. 9
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Perhaad Mistry, Chris Gregg, Norman Rubin, David R. Kaeli, Kim M. Hazelwood:
Analyzing program flow within a many-kernel OpenCL application. 10
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Kyle Spafford, Jeremy S. Meredith, Jeffrey S. Vetter:
Quantifying NUMA and contention effects in multi-GPU systems. 11

Applications III

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Dominik Grewe, Anton Lokhmotov:
Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation. 12
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Lizandro D. Solano-Quinde, Zhi Jian Wang, Brett M. Bode, Arun K. Somani:
Unstructured grid applications on GPU: performance analysis and improvement. 13

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