Paolo D'Alberto

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 8

Top Topics

Matrix Multiplication

Inference Engine

Convolutional Neural Networks

Mobile Advertising

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Paolo D'Alberto, Taehee Jeong, Akshai Jain, Shreyas Manjunath, Mrinal Sarmah, Samuel Hsu, Yaswanth Raparti, Nitesh Pipralia
Weight Block Sparsity: Training, Compilation, and AI Engine Accelerators. CoRR (2024)
Paolo D'Alberto, Abhishek Kumar Jain, Ismail Bustany, Henri Fraisse, Mansimran Benipal
SpMV). CoRR (2023)
Paolo D'Alberto, Veronica Milenkiy, Fairiz Fi Azizi
Digital Advertising: the Measure of Mobile Visits Lifts. CoRR (2023)
Paolo D'Alberto
Strassen's Matrix Multiplication Algorithm Is Still Faster. CoRR (2023)
Paolo D'Alberto, Victor Wu, Aaron Ng, Rahul Nimaiyar, Elliott Delaye, Ashish Sirasao
xDNN: Inference for Deep Convolutional Neural Networks. ACM Trans. Reconfigurable Technol. Syst. 15 (2) (2022)
Mihnea Chirila, Paolo D'Alberto, Hsin-Yu Ting, Alexander V. Veidenbaum, Alexandru Nicolau
A Heterogeneous Solution to the All-pairs Shortest Path Problem using FPGAs. ISQED (2022)
Paolo D'Alberto, Jiangsha Ma, Jintao Li, Yiming Hu, Manasa Bollavaram, Shaoxia Fang
DPUV3INT8: A Compiler View to programmable FPGA Inference Engines. CoRR (2021)
Sean O. Settle, Manasa Bollavaram, Paolo D'Alberto, Elliott Delaye, Oscar Fernandez, Nicholas Fraser, Aaron Ng, Ashish Sirasao, Michael Wu
Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines. CoRR (2018)
Paolo D'Alberto, Veronica Milenkly
Mapping and Matching Algorithms: Data Mining by Adaptive Graphs. CoRR (2015)
Paolo D'Alberto
Binary and Polytomous Responses Modeling: Multiple-Campaign Ad-Targeting Without Personal User Information. CoRR (2015)
Matthew Badin, Paolo D'Alberto, Lubomir Bic, Michael B. Dillencourt, Alexandru Nicolau
Improving numerical accuracy for non-negative matrix multiplication on GPUs using recursive algorithms. ICS (2013)
Paolo D'Alberto
A Heterogeneous Accelerated Matrix Multiplication: OpenCL + APU + GPU+ Fast Matrix Multiply CoRR (2012)
Rosario Cammarota, Arun Kejariwal, Paolo D'Alberto, Sapan Panigrahi, Alexander V. Veidenbaum, Alexandru Nicolau
Pruning hardware evaluation space via correlation-driven application similarity analysis. Conf. Computing Frontiers (2011)
Matthew Badin, Paolo D'Alberto, Lubomir Bic, Michael B. Dillencourt, Alexandru Nicolau
Improving the Accuracy of High Performance BLAS Implementations Using Adaptive Blocked Algorithms. SBAC-PAD (2011)
Paolo D'Alberto, Marco Bodrato, Alexandru Nicolau
Exploiting parallelism in matrix-computation kernels for symmetric multiprocessor systems: Matrix-multiplication and matrix-addition algorithm optimizations by software pipelining and threads allocation. ACM Trans. Math. Softw. 38 (1) (2011)
Paolo D'Alberto, Ali Dasdan
On the Weakenesses of Correlation CoRR (2011)
Ali Dasdan, Paolo D'Alberto, Santanu Kolay, Chris Drome
Automatic retrieval of similar content using search engine query interface. CIKM (2009)
Paolo D'Alberto, Alexandru Nicolau
Adaptive Winograd's matrix multiplications. ACM Trans. Math. Softw. 36 (1) (2009)
Paolo D'Alberto, Ali Dasdan
Non-parametric Information-Theoretic Measures of One-Dimensional Distribution Functions from Continuous Time Series. SDM (2009)
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
Domain-specific library generation for parallel software and hardware platforms. IPDPS (2008)
Paolo D'Alberto, Peter A. Milder, Aliaksei Sandryhaila, Franz Franchetti, James C. Hoe, José M. F. Moura, Markus Püschel, Jeremy R. Johnson
Generating FPGA-Accelerated DFT Libraries. FCCM (2007)
Paolo D'Alberto, Markus Püschel, Franz Franchetti
Performance/Energy Optimization of DSP Transforms on the XScale Processor. HiPEAC (2007)
Paolo D'Alberto, Alexandru Nicolau
Adaptive Strassen's matrix multiplication. ICS (2007)
Paolo D'Alberto, Alexandru Nicolau
R-Kleene: A High-Performance Divide-and-Conquer Algorithm for the All-Pair Shortest Path for Densely Connected Networks. Algorithmica 47 (2) (2007)
Paolo D'Alberto, Alexandru Nicolau
Using Recursion to Boost ATLAS's Performance. ISHPC (2005)
Paolo D'Alberto, Alexandru Nicolau, Alexander V. Veidenbaum, Rajesh K. Gupta
Line Size Adaptivity Analysis of Parameterized Loop Nests for Direct Mapped Data Cache. IEEE Trans. Computers 54 (2) (2005)
Arun Kejariwal, Paolo D'Alberto, Alexandru Nicolau, Constantine D. Polychronopoulos
A Geometric Approach for Partitioning N-Dimensional Non-rectangular Iteration Spaces. LCPC (2004)
Paolo D'Alberto, Alexandru Nicolau
JuliusC: A Practical Approach for the Analysis of Divide-and-Conquer Algorithms. LCPC (2004)
Paolo D'Alberto, Alexandru Nicolau, Alexander V. Veidenbaum
A Data Cache with Dynamic Mapping. LCPC (2003)
Gianfranco Bilardi, Paolo D'Alberto, Alexandru Nicolau
Fractal Matrix Multiplication: A Case Study on Portability of Cache Performance. WAE (2001)
Gianfranco Bilardi, Andrea Pietracaprina, Paolo D'Alberto
On the Space and Access Complexity of Computation DAGs. WG (2000)