Weishan Zhang

Resource requests prediction in the cloud computing environment with a deep belief network

2016 · Software Practice and Experience

Summary Accurate resource requests prediction is essential to achieve optimal job scheduling and load balancing for cloud Computing. Existing prediction approaches fall short in providing satisfactory accuracy because of high variances of cloud metrics. We …

Structure-Aware Generative Information Extraction via Feature Space Alignment

2026 · Information

Large language models (LLMs) face difficulties in leveraging the syntactic structures and entity relations embedded in text for long-document information extraction. To address this issue, this paper proposes a generative extraction method integrating heterogeneous topology …