This survey paper is based on the evolution of TPUs from first generation TPUs to edge
TPUs and their architectures. This paper compares CPUs, GPUs, FPGAs and TPUs, their …

Background In recent years, the demand for computational power in computational biology
has increased due to rapidly growing data sets from microarray and other high-throughput …

В работе рассматривается задача глубинного анализа данных-задача нахождения
часто втречающихся наборов товаров. Предложен параллельный алгоритм …

Due to the large amount of generated data for the new information technologies, it is
necessary to use specialised hardware to process this massive amount of information. For …

We present and evaluate novel parallel implementations of Self-Organizing Maps for the
Cell Broadband Engine Architecture. Motivated by the interactive nature of the data-mining …

As scientific applications like Computational Fluid Dynamics (CFD) simulations generate
more and more data, co-processing becomes the most cost effective way to process the vast …

In the past, a number of bandpass/spl Sigma/-/spl Delta/a converter configurations have
appeared in the literature. Among these, there are two configurations which are of particular …

Point matching is crucial for many computer vision applications. Establishing the
correspondence between a large number of data points is a computationally intensive …

For a high-performance parallel implementation of many scientific algorithms, efficient
realizations of combining communication patterns like reduce or all-reduce are important …

We present implementations of two data-mining algorithms on a CELL processor, and on a
low-cost CBEA (CELL Broadband Engine Architecture) cluster using multiple PlayStation3 …