Xue Liu

Geographical Job Scheduling in Data Centers with Heterogeneous Demands and Servers

2015

The fast proliferation of cloud computing promotes the rapid development of large-scale commercial data centers. Tens or even hundreds of geographically distributed data centers have been deployed for better reliability and quality of services. This …

Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey

2022 · arXiv (Cornell University)

In recent years, the prevalent online services generate a sheer volume of user activity data. Service providers collect these data in order to perform client behavior analysis, and offer better and more customized services. Majority …

Deep learning-based data centre energy efficiency analysis and optimisation research

2025

With the rapid development of the digital economy, data centres, as the core carrier of the arithmetic infrastructure, are facing increasingly severe energy consumption problems. The traditional data centre operation is based on resource redundancy …

Hierarchical Gating Networks for Sequential Recommendation

2019

The chronological order of user-item interactions is a key feature in many recommender systems, where the items that users will interact may largely depend on those items that users just accessed recently. However, with the …