257 citations · 479 across the 15 of their papers we have counts for
5 papers · 1 filter
End-to-End Predictions-Based Resource Management Framework for Supercomputer Jobs
Swetha Hariharan, Prakash Murali, Abhishek Pasari +1
Job submissions of parallel applications to production supercomputer systems will have to be carefully tuned in terms of the job submission parameters to obtain minimum response ti…
On Optimizing Distributed Tucker Decomposition for Sparse Tensors
Venkatesan T. Chakaravarthy, Jee W. Choi, Douglas J. Joseph +4
The Tucker decomposition generalizes the notion of Singular Value Decomposition (SVD) to tensors, the higher dimensional analogues of matrices. We study the problem of constructing…
Metascheduling of HPC Jobs in Day-Ahead Electricity Markets
Prakash Murali, Sathish Vadhiyar
High performance grid computing is a key enabler of large scale collaborative computational science. With the promise of exascale computing, high performance grid systems are expec…
On Optimizing Distributed Tucker Decomposition for Dense Tensors
Venkatesan T Chakaravarthy, Jee W Choi, Douglas J Joseph +4
The Tucker decomposition expresses a given tensor as the product of a small core tensor and a set of factor matrices. Apart from providing data compression, the construction is use…
Subgraph Counting: Color Coding Beyond Trees
Venkatesan T. Chakaravarthy, Michael Kapralov, Prakash Murali +4
The problem of counting occurrences of query graphs in a large data graph, known as subgraph counting, is fundamental to several domains such as genomics and social network analysi…