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08/15/2021
Sonic: A Sampling-based Online Controller for Streaming Applications
Many applications in important problem domains such as machine learning ...
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06/16/2021
Optimizing Graph Transformer Networks with Graph-based Techniques
Graph transformer networks (GTN) are a variant of graph convolutional ne...
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03/09/2021
Exploiting Asynchronous Priority Scheduling in Parallel Eikonal Solvers
Numerical solutions to the Eikonal equation are computed using variants ...
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12/25/2020
BiPart: A Parallel and Deterministic Multilevel Hypergraph Partitioner
Hypergraph partitioning is used in many problem domains including VLSI d...
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11/05/2020
Sandslash: A Two-Level Framework for Efficient Graph Pattern Mining
Graph pattern mining (GPM) is used in diverse application areas includin...
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08/13/2020
A Fine-Grained Hybrid CPU-GPU Algorithm for Betweenness Centrality Computations
Betweenness centrality (BC) is an important graph analytical application...
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12/30/2019
Supermodeling of tumor dynamics with parallel isogeometric analysis solver
We show that it is possible to obtain reliable prognoses about cancer dy...
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11/20/2019
An Adaptive Load Balancer For Graph Analytical Applications on GPUs
Load balancing graph analytics workloads on GPUs is difficult because of...
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11/16/2019
Pangolin: An Efficient and Flexible Graph Mining System on CPU and GPU
There is growing interest in graph mining algorithms such as motif count...
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04/15/2019
Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory
Intel Optane DC Persistent Memory is a new kind of byte-addressable memo...
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11/05/2018
SLAMBooster: An Application-aware Controller for Approximation in SLAM
Simultaneous Localization and Mapping (SLAM) is the problem of construct...
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11/01/2017
Dynamic Load Balancing Strategies for Graph Applications on GPUs
Acceleration of graph applications on GPUs has found large interest due ...
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06/02/2017