Paolo D'Alberto

According to our database, Paolo D'Alberto authored at least 31 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Weight Block Sparsity: Training, Compilation, and AI Engine Accelerators.

Paolo D'Alberto, Taehee Jeong, Akshai Jain, Shreyas Manjunath, Mrinal Sarmah, Samuel Hsu, Yaswanth Raparti, Nitesh Pipralia

CoRR, 2024

2023

Strassen's Matrix Multiplication Algorithm Is Still Faster.

Paolo D'Alberto

CoRR, 2023

Entropy Maximization in Sparse Matrix by Vector Multiplication (max_ESpMV).

Paolo D'Alberto, Abhishek Kumar Jain, Ismail Bustany, Henri Fraisse, Mansimran Benipal

CoRR, 2023

Digital Advertising: the Measure of Mobile Visits Lifts.

Paolo D'Alberto, Veronica Milenkiy, Fairiz Fi Azizi

CoRR, 2023

2022

xDNN: Inference for Deep Convolutional Neural Networks.

Paolo D'Alberto, Victor Wu, Aaron Ng, Rahul Nimaiyar, Elliott Delaye, Ashish Sirasao

ACM Trans. Reconfigurable Technol. Syst., 2022

A Heterogeneous Solution to the All-pairs Shortest Path Problem using FPGAs.

Mihnea Chirila, Paolo D'Alberto, Hsin-Yu Ting, Alexander V. Veidenbaum, Alexandru Nicolau

Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

2021

DPUV3INT8: A Compiler View to programmable FPGA Inference Engines.

Paolo D'Alberto, Jiangsha Ma, Jintao Li, Yiming Hu, Manasa Bollavaram, Shaoxia Fang

CoRR, 2021

2018

Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines.

Sean O. Settle, Manasa Bollavaram, Paolo D'Alberto, Elliott Delaye, Oscar Fernandez, Nicholas Fraser, Aaron Ng, Ashish Sirasao, Michael Wu

CoRR, 2018

2015

Mapping and Matching Algorithms: Data Mining by Adaptive Graphs.

Paolo D'Alberto, Veronica Milenkly

CoRR, 2015

Binary and Polytomous Responses Modeling: Multiple-Campaign Ad-Targeting Without Personal User Information.

Paolo D'Alberto

CoRR, 2015

2013

Improving numerical accuracy for non-negative matrix multiplication on GPUs using recursive algorithms.

Matthew Badin, Paolo D'Alberto, Lubomir Bic, Michael B. Dillencourt, Alexandru Nicolau

Proceedings of the International Conference on Supercomputing, 2013

2012

A Heterogeneous Accelerated Matrix Multiplication: OpenCL + APU + GPU+ Fast Matrix Multiply

Paolo D'Alberto

CoRR, 2012

2011

Exploiting parallelism in matrix-computation kernels for symmetric multiprocessor systems: Matrix-multiplication and matrix-addition algorithm optimizations by software pipelining and threads allocation.

Paolo D'Alberto, Marco Bodrato, Alexandru Nicolau

ACM Trans. Math. Softw., 2011

On the Weakenesses of Correlation

Paolo D'Alberto, Ali Dasdan

CoRR, 2011

Improving the Accuracy of High Performance BLAS Implementations Using Adaptive Blocked Algorithms.

Matthew Badin, Paolo D'Alberto, Lubomir Bic, Michael B. Dillencourt, Alexandru Nicolau

Proceedings of the 23rd International Symposium on Computer Architecture and High Performance Computing, 2011

Pruning hardware evaluation space via correlation-driven application similarity analysis.

Rosario Cammarota, Arun Kejariwal, Paolo D'Alberto, Sapan Panigrahi, Alexander V. Veidenbaum, Alexandru Nicolau

Proceedings of the 8th Conference on Computing Frontiers, 2011

2009

Adaptive Winograd's matrix multiplications.

Paolo D'Alberto, Alexandru Nicolau

ACM Trans. Math. Softw., 2009

Non-parametric Information-Theoretic Measures of One-Dimensional Distribution Functions from Continuous Time Series.

Paolo D'Alberto, Ali Dasdan

Proceedings of the SIAM International Conference on Data Mining, 2009

Automatic retrieval of similar content using search engine query interface.

Ali Dasdan, Paolo D'Alberto, Santanu Kolay, Chris Drome

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Domain-specific library generation for parallel software and hardware platforms.

Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek R. Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura, Markus Püschel

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

2007

R-Kleene: A High-Performance Divide-and-Conquer Algorithm for the All-Pair Shortest Path for Densely Connected Networks.

Paolo D'Alberto, Alexandru Nicolau

Algorithmica, 2007

Adaptive Strassen's matrix multiplication.

Paolo D'Alberto, Alexandru Nicolau

Proceedings of the 21th Annual International Conference on Supercomputing, 2007

Performance/Energy Optimization of DSP Transforms on the XScale Processor.

Paolo D'Alberto, Markus Püschel, Franz Franchetti

Proceedings of the High Performance Embedded Architectures and Compilers, 2007

Generating FPGA-Accelerated DFT Libraries.

Paolo D'Alberto, Peter A. Milder, Aliaksei Sandryhaila, Franz Franchetti, James C. Hoe, José M. F. Moura, Markus Püschel, Jeremy R. Johnson

Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007

2005

Line Size Adaptivity Analysis of Parameterized Loop Nests for Direct Mapped Data Cache.

Paolo D'Alberto, Alexandru Nicolau, Alexander V. Veidenbaum, Rajesh K. Gupta

IEEE Trans. Computers, 2005

Using Recursion to Boost ATLAS's Performance.

Paolo D'Alberto, Alexandru Nicolau

Proceedings of the High-Performance Computing - 6th International Symposium, 2005

2004

A Geometric Approach for Partitioning N-Dimensional Non-rectangular Iteration Spaces.

Arun Kejariwal, Paolo D'Alberto, Alexandru Nicolau, Constantine D. Polychronopoulos

Proceedings of the Languages and Compilers for High Performance Computing, 2004

JuliusC: A Practical Approach for the Analysis of Divide-and-Conquer Algorithms.

Paolo D'Alberto, Alexandru Nicolau

Proceedings of the Languages and Compilers for High Performance Computing, 2004

2003

A Data Cache with Dynamic Mapping.

Paolo D'Alberto, Alexandru Nicolau, Alexander V. Veidenbaum

Proceedings of the Languages and Compilers for Parallel Computing, 2003

2001

Fractal Matrix Multiplication: A Case Study on Portability of Cache Performance.

Gianfranco Bilardi, Paolo D'Alberto, Alexandru Nicolau

Proceedings of the Algorithm Engineering, 2001

2000

On the Space and Access Complexity of Computation DAGs.

Gianfranco Bilardi, Andrea Pietracaprina, Paolo D'Alberto

Proceedings of the Graph-Theoretic Concepts in Computer Science, 2000