Meikang Qiu

TERN: A Self-Adjusting Thermal Model for Dynamic Resource Provisioning in Data Centers

2015

Dynamic resource provisioning becomes a practical approach to achieving high thermal and energy efficiency, improving scalability, and optimizing reliability for e-commercial applications running in modern data centers. In this paper, we propose a self-adjusting model …

Keystroke Biometric User Verification Using Hidden Markov Model

2016

Biometric systems such as fingerprint, iris, DNA became popular methods in user authentication. Compared to these biometric systems, keystroke biometric authentication systems have not gained so much attention because of lower accuracy compared to other …

DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation

2021

Public resources and services (e.g., datasets, training platforms, pre-trained models) have been widely adopted to ease the development of Deep Learning-based applications. However, if the third-party providers are untrusted, they can inject poisoned samples into …

Recommendation System Design for Social Media using Reinforcement Learning

2022

Recommendation System plays an important role in capturing consumers’ preference. In order to better utilize the effectiveness of the recommendation system, many social media platforms have developed algorithms to improve their performance. However, there are …