Although a serious engineering challenge, database vectorization delivers orders-of-magnitude performance boosts for a real-time analytics engine such as StarRocks. Here’s how we did it. Improving ...

Vectorization, the hardware optimization technique synonymous with early vector supercomputers like the Cray-1 (1975), has reappeared with even greater importance than before. 40+ years later, the AVX ...

The financial sector is heavily data driven. Every day, trillions of data is generated by the global financial system; these data sets are the bedrock of the financial system since they support a ...

Information retrieval systems are designed to satisfy a user. To make a user happy with the quality of their recall. It’s important we understand that. Every system and its inputs and outputs are ...

Image vectorization has emerged as a pivotal technique in digital imaging, offering a means of converting raster images into scalable, resolution-independent vector formats. This process leverages ...

With the open source research code WARP3D for 3-D nonlinear analysis of solids, the importance of vectorization is gaining traction once again. Also on GitHub, , the research code focuses on such ...

This article shows a simple example of a loop that was not vectorized by the Intel® C++ Compiler due to possible data dependencies, but which has now been vectorized using the Intel® Advanced Vector ...

Autograph first extracts loops and builds dependency graphs capturing instruction semantics and data flow, which are then converted into embeddings by Graph Neural Network. These embeddings are then ...