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8th GPGPU@PPOPP 2015: San Francisco, CA, USA

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David R. Kaeli, John Cavazos:
Proceedings of the 8th Workshop on General Purpose Processing using GPUs, GPGPU@PPoPP 2015, San Francisco, CA, USA, February 7, 2015. ACM 2015, ISBN 978-1-4503-3407-5

HPC

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Ayman Tarakji, Lukas Börger, Rainer Leupers:
A comparative investigation of device-specific mechanisms for exploiting HPC accelerators. 1-12

Cache and Shared Memory

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Javier Cabezas, Marc Jordà, Isaac Gelado, Nacho Navarro, Wen-mei W. Hwu:
GPU-SM: shared memory multi-GPU programming. 13-24
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Yingying Tian, Sooraj Puthoor, Joseph L. Greathouse, Bradford M. Beckmann, Daniel A. Jiménez:
Adaptive GPU cache bypassing. 25-35
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Mahmoud Khairy, Mohamed Zahran, Amr G. Wassal:
Efficient utilization of GPGPU cache hierarchy. 36-47

Optimization

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Jared Coplin, Martin Burtscher:
Effects of source-code optimizations on GPU performance and energy consumption. 48-58
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Azzam Haidar, Tingxing Dong, Piotr Luszczek, Stanimire Tomov, Jack J. Dongarra:
Optimization for performance and energy for batched matrix computations on GPUs. 59-69
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Thibaut Lutz, Christian Fensch, Murray Cole:
Helium: a transparent inter-kernel optimizer for OpenCL. 70-80

Applications

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Rashid Kaleem, Sreepathi Pai, Keshav Pingali:
Stochastic gradient descent on GPUs. 81-89
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Leiming Yu, Yan Zhang, Xiang Gong, Nilay Roy, Lee Makowski, David R. Kaeli:
High performance computing of fiber scattering simulation. 90-98
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Molly A. O'Neil, Martin Burtscher:
Rethinking the parallelization of random-restart hill climbing: a case study in optimizing a 2-opt TSP solver for GPU execution. 99-108
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Mahesh Ravishankar, Justin Holewinski, Vinod Grover:
Forma: a DSL for image processing applications to target GPUs and multi-core CPUs. 109-120

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