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20122023
most citedRandomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software

17 citations · 67 across the 6 of their papers we have counts for

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cs.DC2016★ 16 cited

Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+MPI Using Three Case Studies

Alex Gittens, Aditya Devarakonda, Evan Racah +14

We explore the trade-offs of performing linear algebra using Apache Spark, compared to traditional C and MPI implementations on HPC platforms. Spark is designed for data analytics…