Yuan Zhong

Experimental Analysis of Algorithms for Coflow Scheduling

2016 · arXiv (Cornell University)

Modern data centers face new scheduling challenges in optimizing job-level performance objectives, where a significant challenge is the scheduling of highly parallel data flows with a common performance goal (e.g., the shuffle operations in MapReduce …

Hierarchical Pretraining on Multimodal Electronic Health Records

2023 · arXiv (Cornell University)

Pretraining has proven to be a powerful technique in natural language processing (NLP), exhibiting remarkable success in various NLP downstream tasks. However, in the medical domain, existing pretrained models on electronic health records (EHR) fail …