Kim Porter began her career as a writer and an editor focusing on personal finance in 2010. Since then, her work has been published everywhere from Forbes Advisor to U.S. News & World Report, Fortune, ...

Abstract: Federated learning is a scalable machine learning paradigm in which a large group of individuals collaborates to build a high-quality machine learning model. This paper proposes Private ...

Abstract: There are numerous challenges associated with storing data in the Hadoop Distributed File System (HDFS) that must be overcome to ensure reliable and efficient operation. Effectively ...

LLFS is a library that provides low-level, portable building blocks for implementing external data structures on top of block- and log-based storage devices. It aims to strike a middle ground between ...

CHFS is a parallel caching file system that is created instantly using node-local storage, such as persistent memory and NVMe SSD, across multiple compute nodes. It leverages the performance of ...