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2nd Workshop on Parallel Programming for Analytics Applications (PPAA 2015), February 8, 2015, San Francisco, CA, USA

PPAA 2015 – Proceedings

Contents - Abstracts - Authors

2nd Workshop on Parallel Programming for Analytics Applications (PPAA 2015)

Title Page
Foreword
Computing at the Speed of Trading (Keynote)
Neil Bartlett
(IBM, Canada)
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Large Scale Machine Learning for Response Prediction (Invited Talk)
Bo Long
(LinkedIn, USA)
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Analytics Applications on the Cloud: Business Potential, Solution Requirements, and Research Opportunities (Invited Talk)
Gaurav Rewari and Rahul Kapoor
(Numerify, USA)
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A Pattern Oriented Approach for Designing Scalable Analytics Applications (Invited Talk)
Matthew Dixon
(University of San Francisco, USA)
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Mahout on Heterogeneous Clusters using HadoopCL
Xiangyu Li, Max Grossman, and David Kaeli
(Northeastern University, USA; Rice University, USA)
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Characterizing Dataset Dependence for Sparse Matrix-Vector Multiplication on GPUs
Naser Sedaghati, Arash Ashari, Louis-Noël Pouchet, Srinivasan Parthasarathy, and P. Sadayappan
(Ohio State University, USA)
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BLAS Extensions for Algebraic Pricing Methods
Paolo Regondi, Mohammad Zubair, and Claudio Albanese
(Global Valuation, UK; Old Dominion University, USA)
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A Portable Benchmark Suite for Highly Parallel Data Intensive Query Processing
Ifrah Saeed, Jeffrey Young, and Sudhakar Yalamanchili
(Georgia Tech, USA)
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Monitoring HPC Applications in the Production Environment
Hadi Sharifi, Omar Aaziz, and Jonathan Cook
(Intel, USA; New Mexico State University, USA)
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