Optimizing large-scale data processing isn't just about having powerful hardware; it's also about using logical reasoning to create efficient algorithms. Imagine you're dealing with massive ...

This work introduces SiPTA, a novel technique for offline trace-based anomaly detection that utilizes the intrinsic feature of periodicity found in embedded systems. SiPTA uses signal processing as ...

3.1 Localized big data real-time query processing task scheduling algorithm. Data localization means that both the data and the calculation process are carried out on the same node. ... As shown in ...

In the era of big data, processing information in multi-linear arrays is a challenge. In this paper, a parallel singular value decomposition algorithm based on unilateral Jacobi is proposed, and a ...