InfoQ

Are You Missing a Data Frame? The Power of Data Frames in Java

Vladimir Zakharov explains how DataFrames serve as a vital tool for data-oriented programming in the Java ecosystem. By ...
IEEE

Location Matters: LLM-Guided Joint Optimization of In-Network Aggregation Placement and Routing for DML Workloads

Abstract: In-network aggregation (INA) accelerates gradient aggregation in distributed machine learning (DML) by alleviating communication bottlenecks, but its effectiveness crucially depends on two ...
IEEE

ARNet: An Aggregation and Recalibration Network for Small Object Detection in Aerial Imagery

Abstract: In aerial images, numerous small objects with low resolution and sparse external features present significant challenges for object detection. Existing methods typically focus on single ...