In the last two decades, mass digitization has dramatically changed the landscape of scholarly research. The ability to ...

The resulting benefit can vary accordingly. “A small simple branch predictor might speed up a processor by 15%, whereas a ...

Machine learning is an integral part of high-stakes decision-making in a broad swath of human-computer interactions. You ...

The Graduate School of Information Science (GSIS) at Tohoku University, together with the Physics and Informatics (PHI) Lab ...

Graph analysis, crucial in fraud detection and social networks, often execute in a non-optimized fashion on Non-Uniform Memory Access (NUMA) machines. To enhance performance while providing ...

With the widespread use of heterogeneous computing platforms in the AI field, neural network models on heterogeneous computing platforms are experiencing problems such as low execution efficiency and ...