Muhammad Bilal

SMWPF: a cloud-edge collaborative network enabled by large-small model collaboration for wind speed prediction

Accurate wind speed forecasting is increasingly important for supporting reliable wind power grid integration and enhancing early warning of extreme wind events. Existing spatiotemporal models can fuse multiple meteorological variables and perform well in medium-resolution wind f...

Large language models for agentic NetOps and AIOps: Architectures, evaluation, and safety

Large language models (LLMs) are increasingly being used in network operations (NetOps) and artificial intelligence for IT operations (AIOps) for tasks ranging from telemetry retrieval and incident diagnosis to configuration planning and bounded remediation. As these systems acqu...