Sotabase

Career

· Post Doctorate, Carnegie Mellon University2007–
· Yahoo! Inc.2007–
· Post-Doctoral Fellow, Carnegie Mellon University2005–2007
· PhD in Computer Science, University of California, Irvine2005–
· Lecturer, University of California, Irvine2003–2004
· Lecturer, University of California, San Diego2003–
· Dottorato di Ricerca, Computer Science, University of Bologna2000–
· PhD Student, University of California, Irvine2000–2005
· Coordinator/Lecturer, Tecnopadova and S.E.R.C.1997–
· Doctorate, University of Padova1996–2000
· B.C. Computer Engineering, University of Padua1995–
· Laurea, University of Padua1990–1995
· Principal Software Engineer, AMD
· USA, FastMMW

Publications (41)

R-Kleene: A High-Performance Divide-and-Conquer Algorithm for the All-Pair Shortest Path for Densely Connected Networks
Algorithmica · 2007
64
cited
On the Space and Access Complexity of Computation DAGs
International Workshop on Graph-Theoretic Concepts in Computer Science · 2000
39
cited
Automatic retrieval of similar content using search engine query interface
International Conference on Information and Knowledge Management · 2009
25
cited
Exploiting parallelism in matrix-computation kernels for symmetric multiprocessor systems: Matrix-multiplication and matrix-addition algorithm optimizations by software pipelining and threads allocation
TOMS · 2011
25
cited
Adaptive Strassen's matrix multiplication
International Conference on Supercomputing · 2007
23
cited
Adaptive Winograd's matrix multiplications
TOMS · 2009
21
cited
Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines
arXiv.org · 2018
21
cited
Fractal Matrix Multiplication: A Case Study on Portability of Cache Performance
Workshop on Algorithm Engineering · 2001
17
cited
A Geometric Approach for Partitioning N-Dimensional Non-rectangular Iteration Spaces
International Workshop on Languages and Compilers for Parallel Computing · 2004
15
cited
Using Recursion to Boost ATLAS's Performance
International Symposium on High Performance Computing · 2005
15
cited
Domain-specific library generation for parallel software and hardware platforms
2008 IEEE International Symposium on Parallel and Distributed Processing · 2008
14
cited
Adaptive Strassen and ATLAS's DGEMM: a fast square-matrix multiply for modern high-performance systems
Eighth International Conference on High-Performance Computing in Asia-Pacific Region (HPCASIA'05) · 2005
12
cited
Pruning hardware evaluation space via correlation-driven application similarity analysis
ACM International Conference on Computing Frontiers · 2011
10
cited
xDNN: Inference for Deep Convolutional Neural Networks
ACM Transactions on Reconfigurable Technology and Systems · 2022
10
cited
Performance/Energy Optimization of DSP Transforms on the XScale Processor
International Conference on High Performance Embedded Architectures and Compilers · 2007
9
cited
Non-parametric Information-Theoretic Measures of One-Dimensional Distribution Functions from Continuous Time Series
SDM · 2009
8
cited
Improving numerical accuracy for non-negative matrix multiplication on GPUs using recursive algorithms
International Conference on Supercomputing · 2013
5
cited
Improving the Accuracy of High Performance BLAS Implementations Using Adaptive Blocked Algorithms
2011 23rd International Symposium on Computer Architecture and High Performance Computing · 2011
5
cited
On the Weakenesses of Correlation Measures used for Search Engines' Results (Unsupervised Comparison of Search Engine Rankings)
2011
4
cited
A Data Cache with Dynamic Mapping
International Workshop on Languages and Compilers for Parallel Computing · 2003
3
cited
Sotabase
Paolo D’Alberto | Researcher Profile | Sotabase | Sotabase