1 citations · 1 across the 2 of their papers we have counts for
6 papers
Performance Optimization of SU3_Bench on Xeon and Programmable Integrated Unified Memory Architecture
Jesmin Jahan Tithi, Fabio Checconi, Douglas Doerfler +1
SU3\_Bench is a microbenchmark developed to explore performance portability across multiple programming models/methodologies using a simple, but nontrivial, mathematical kernel. Th…
ALTO: Adaptive Linearized Storage of Sparse Tensors
Ahmed E. Helal, Jan Laukemann, Fabio Checconi +4
The analysis of high-dimensional sparse data is becoming increasingly popular in many important domains. However, real-world sparse tensors are challenging to process due to their…
Mapping Stencils on Coarse-grained Reconfigurable Spatial Architecture
Jesmin Jahan Tithi, Fabrizio Petrini, Hongbo Rong +2
Stencils represent a class of computational patterns where an output grid point depends on a fixed shape of neighboring points in an input grid. Stencil computations are prevalent…
An Efficient Shared-memory Parallel Sinkhorn-Knopp Algorithm to Compute the Word Mover's Distance
Jesmin Jahan Tithi, Fabrizio Petrini
The Word Mover's Distance (WMD) is a metric that measures the semantic dissimilarity between two text documents by computing the cost of moving all words of a source/query document…
Online and Real-time Object Tracking Algorithm with Extremely Small Matrices
Jesmin Jahan Tithi, Sriram Aananthakrishnan, Fabrizio Petrini
Online and Real-time Object Tracking is an interesting workload that can be used to track objects (e.g., car, human, animal) in a series of video sequences in real-time. For simple…
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…