85 citations · 321 across the 25 of their papers we have counts for
3 papers · 1 filter
Algebraic multigrid support vector machines
Ehsan Sadrfaridpour, Sandeep Jeereddy, Ken Kennedy +3
The support vector machine is a flexible optimization-based technique widely used for classification problems. In practice, its training part becomes computationally expensive on l…
Introducing Distributed Dynamic Data-intensive (D3) Science: Understanding Applications and Infrastructure
Shantenu Jha, Daniel S. Katz, Andre Luckow +3
A common feature across many science and engineering applications is the amount and diversity of data and computation that must be integrated to yield insights. Data sets are growi…
Hadoop on HPC: Integrating Hadoop and Pilot-based Dynamic Resource Management
Andre Luckow, Ioannis Paraskevakos, George Chantzialexiou +1
High-performance computing platforms such as supercomputers have traditionally been designed to meet the compute demands of scientific applications. Consequently, they have been ar…