Performance · Computer Science
Towards an Achievable Performance for the Loop Nests
Aniket Shivam, Neftali Watkinson, Alexandru Nicolau, David Padua +1
2019-11-27
Machine Learning · Computer Science
Parallel Algorithms for Exact Enumeration of Deep Neural Network Activation Regions
Sabrina Drammis, Bowen Zheng, Karthik Srinivasan, Robert C. Berwick +2
2024-03-05
Programming Languages · Computer Science
AutoParallel: A Python module for automatic parallelization and distributed execution of affine loop nests
Cristian Ramon-Cortes, Ramon Amela, Jorge Ejarque, Philippe Clauss +1
2018-10-29
Distributed, Parallel, and Cluster Computing · Computer Science
The Potential of Synergistic Static, Dynamic and Speculative Loop Nest Optimizations for Automatic Parallelization
Riyadh Baghdadi, Albert Cohen, Cedric Bastoul, Louis-Noel Pouchet +1
2011-11-30
Machine Learning · Computer Science
Analytical Characterization and Design Space Exploration for Optimization of CNNs
Rui Li, Yufan Xu, Aravind Sukumaran-Rajam, Atanas Rountev +1
2021-04-13
Software Engineering · Computer Science
Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization
Lukas Trümper, Tal Ben-Nun, Philipp Schaad, Alexandru Calotoiu +1
2023-03-16
Information Theory · Computer Science
Distributed Transmission and Spatially Coupled Forward Error Correction in Regenerative Multipoint-to-Point Networks
Laurent Schmalen, Tobias A. Eriksson, Fred Buchali, Roman Dischler +1
2022-04-13
Distributed, Parallel, and Cluster Computing · Computer Science
Methods for Partitioning Data to Improve Parallel Execution Time for Sorting on Heterogeneous Clusters
Christophe Cérin, Jean-Christophe Dubacq, Jean-Louis Roch, the SafeScale Collaboration
2016-08-16
Software Engineering · Computer Science
A Transformation--Based Approach for the Design of Parallel/Distributed Scientific Software: the FFT
Harry B. Hunt, Lenore R. Mullin, Daniel J. Rosenkrantz, James E. Raynolds
2008-11-18
Programming Languages · Computer Science
SparseLNR: Accelerating Sparse Tensor Computations Using Loop Nest Restructuring
Adhitha Dias, Kirshanthan Sundararajah, Charitha Saumya, Milind Kulkarni
2022-05-25
Distributed, Parallel, and Cluster Computing · Computer Science
Parallel Knowledge Embedding with MapReduce on a Multi-core Processor
Miao Fan, Qiang Zhou, Thomas Fang Zheng, Ralph Grishman
2015-09-04
Distributed, Parallel, and Cluster Computing · Computer Science
On the Design and Analysis of Parallel and Distributed Algorithms
Rajendra Purohit, K R Chowdhary, S D Purohit
2023-11-13
Neural and Evolutionary Computing · Computer Science
Distribution of the search of evolutionary product unit neural networks for classification
A. J. Tallón-Ballesteros, P. A. Gutiérrez-Peña, C. Hervás-Martínez
2012-05-16
Hardware Architecture · Computer Science
Optimizing Layer-Fused Scheduling of Transformer Networks on Multi-accelerator Platforms
Steven Colleman, Arne Symons, Victor J. B. Jung, Marian Verhelst
2024-06-17
Hardware Architecture · Computer Science
LoopTree: Exploring the Fused-layer Dataflow Accelerator Design Space
Michael Gilbert, Yannan Nellie Wu, Joel S. Emer, Vivienne Sze
2024-10-15
Distributed, Parallel, and Cluster Computing · Computer Science
Resource Allocation for Multiple Concurrent In-Network Stream-Processing Applications
Anne Benoit, Henri Casanova, Veronika Rehn-Sonigo, Yves Robert
2009-03-05