Qiong Zhang

Reliability-Constrained Resource Allocation with Weighted SRLG for Distributed Clouds

2015 · Optical Fiber Communication Conference

We propose heuristics to allocate virtual machines among distributed data centers for a cloud request. Our objective is to minimize the maximum delay between selected data centers, while considering the reliability and computing resource constraints.

SemEval-2020 Task 5: Counterfactual Recognition

2020

We present a counterfactual recognition (CR) task, the shared Task 5 of SemEval-2020. Counterfactuals describe potential outcomes (consequents) produced by actions or circumstances that did not happen or cannot happen and are counter to the …

FedMT: Federated Learning with Mixed-type Labels

2022 · arXiv (Cornell University)

In federated learning (FL), classifiers (e.g., deep networks) are trained on datasets from multiple data centers without exchanging data across them, which improves the sample efficiency. However, the conventional FL setting assumes the same labeling …