The U.S. Department of Defense (DoD) has awarded Parallel Works, an Illinois-based software company spun out of Argonne ...

Abstract: Research on in-memory big data management and processing has been prompted by the increase in main memory capacity and the explosion in big data. By offering an efficient in-memory ...

Learn how to use advanced techniques like short-circuiting, parallel execution, virtual threads, and stream gatherers to maximize Java stream performance. My recent Java Stream API tutorial introduced ...

Light sheet microscopy is a powerful technique for high-speed three-dimensional imaging of subcellular dynamics and large biological specimens. However, it often generates datasets ranging from ...

In the age of data-driven decisions, big data processing has become an integral part of various industries from healthcare to finance. Apache Spark has emerged as one of the most popular frameworks ...

Modern operating systems can support extraordinarily large volumes of users, but run into limitations with threads to support them due to CPU and memory constraints. Java historically has dealt with ...

The Virtual Thread Stream (VTS) library, contained within the javax0.vtstream package, leverages the power of virtual threads introduced in Java to provide a high-performance, easy-to-use streaming ...

Data engineering plays a crucial role in managing and processing vast volumes of data to extract valuable insights and drive informed decision-making. As the field of data engineering continues to ...

The One Billion Row Challenge (1BRC) is a fun exploration of how far modern Java can be pushed for aggregating one billion rows from a text file. Grab all your (virtual) threads, reach out to SIMD, ...

Ray tracing is a computer graphics method that renders images realistically. As the name suggests, this technique primarily traces the path of light rays interacting with objects in a scene [1], ...

We cover some of the most popular big data tools for Java developers. Discover the best big data tools and what to look for. In the modern era of data-driven decision-making, the abundance of data ...