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Venkat Krishnamurthy
Venkat Krishnamurthy
Cray
Matrix decomposition
Computer science
Spark (mathematics)
Computer cluster
Data mining
3
Papers
82
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Matrix factorizations at scale: A comparison of scientific data analytics in spark and C+MPI using three case studies
2016
Big Data | International Conference on Big Data
Alex Gittens
Aditya Devarakonda
Evan Racah
Michael F. Ringenburg
L. Gerhardt
Jey Kottalam
Jialin Liu
Kristyn J. Maschhoff
Shane Canon
Jatin Chhugani
Pramod Sharma
Jiyan Yang
James Demmel
Jim Harrell
Venkat Krishnamurthy
Michael W. Mahoney
Prabhat
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Citations (33)
A Multi-Platform Evaluation of the Randomized CX Low-Rank Matrix Factorization in Spark
2016
IPDPS | International Parallel and Distributed Processing Symposium
Alex Gittens
Jey Kottalam
Jiyan Yang
Michael F. Ringenburg
Jatin Chhugani
Evan Racah
Mohitdeep Singh
Yushu Yao
Curt R. Fischer
Oliver Ruebel
Benjamin P. Bowen
Norman G. Lewis
Michael W. Mahoney
Venkat Krishnamurthy
Prabhat
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Citations (6)
Matrix factorizations at scale: A comparison of scientific data analytics in spark and C+MPI using three case studies
2016
Big Data | International Conference on Big Data
Alex Gittens
Aditya Devarakonda
Evan Racah
Michael F. Ringenburg
Lisa Gerhardt
Jey Kottalam
Jialin Liu
Kristyn Maschhoff
Shane Canon
Jatin Chhugani
Pramod Sharma
Jiyan Yang
James Demmel
Jim Harrell
Venkat Krishnamurthy
Michael W. Mahoney
Prabhat
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Citations (43)
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