Chi Harold Liu

Workload-Adaptive Configuration Tuning for Hierarchical Cloud Schedulers

2019 · IEEE Transactions on Parallel and Distributed Systems

Cluster schedulers provide flexible resource sharing mechanism for best-effort cloud jobs, which occupy a majority in modern datacenters. Properly tuning a scheduler's configurations is the key to these jobs' performance because it decides how to …

Joint Adversarial Domain Adaptation

2019

Domain adaptation aims to transfer the enriched label knowledge from large amounts of source data to unlabeled target data. It has raised significant interest in multimedia analysis. Existing researches mainly focus on learning domain-wise transferable …