Linux Journal

Self-Tuning Linux Kernels: How LLM-Driven Agents Are Reinventing Scheduler Policies

SchedCP comprises two primary subsystems: a control-plane framework and an agent loop that interacts with it. The framework ...
TheServerSide

Certified Cloud Security Practice Exams ISC2 CCSP

In my opinion, one of the most reputable organizations providing credentials is ISC2, and one of their most respected designations is that of the Certified Cloud Security Professional (CCSP). So how ...
IEEE

Monitoring and Fault Risk Analysis for Nonlinear Dynamic Processes Based on Kernel Dynamic Regression Model

Abstract: Traditional multivariate statistical process monitoring algorithms focus on whether measurements are significantly shifted compared with the training data, but lack further analysis of the ...
GitHub

[torch.compile] dynamic shape kernel mismatch

Note: Unfortunately, I have not been able to reduce this to a small test case yet. Therefore, I'll have to go into some details of my real use case. I'm applying torch.compile to training of diffusers ...
GitHub

Breaking the Static Assumption: A Dynamic-Aware LIO Framework

Most LiDAR-Inertial Odometry (LIO) systems assume a static world, but this rarely holds in practice. Moving objects like pedestrians and vehicles cause registration algorithms to mistake dynamic ...
IEEE

UniCAIM: A Unified CAM/CIM Architecture with Static-Dynamic KV Cache Pruning for Efficient Long-Context LLM Inference

Abstract: Transformer-based large language models (LLMs) have achieved impressive performance in various natural language processing (NLP) applications. However, the high memory and computation cost ...