Title Page

Foreword

Computing at the Speed of Trading (Keynote)
Neil Bartlett
(IBM, Canada)

Large Scale Machine Learning for Response Prediction (Invited Talk)
Bo Long
(LinkedIn, USA)

Analytics Applications on the Cloud: Business Potential, Solution Requirements, and Research Opportunities (Invited Talk)
Gaurav Rewari and Rahul Kapoor
(Numerify, USA)

A Pattern Oriented Approach for Designing Scalable Analytics Applications (Invited Talk)
Matthew Dixon
(University of San Francisco, USA)

Mahout on Heterogeneous Clusters using HadoopCL
Xiangyu Li, Max Grossman, and David Kaeli
(Northeastern University, USA; Rice University, USA)

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)

BLAS Extensions for Algebraic Pricing Methods
Paolo Regondi, Mohammad Zubair, and Claudio Albanese
(Global Valuation, UK; Old Dominion University, USA)

A Portable Benchmark Suite for Highly Parallel Data Intensive Query Processing
Ifrah Saeed, Jeffrey Young, and Sudhakar Yalamanchili
(Georgia Tech, USA)

Monitoring HPC Applications in the Production Environment
Hadi Sharifi, Omar Aaziz, and Jonathan Cook
(Intel, USA; New Mexico State University, USA)