Publications | Qian Cheng

Publications

A selection of publications

AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges, arXiv

April, 2023

LogAI: A Library for Log Analytics and Intelligence, arXiv

January, 2023

Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure, NSDI

February, 2020

Robust log-based anomaly detection on unstable log data, ESEC/FSE

August, 2019

Cross-dataset Time Series Anomaly Detection for Cloud Systems, ATC

July, 2019

Predicting Pulmonary Function from Phone Sensors, Telemedicine and e-Health

November, 2017

Mining discriminative patterns to predict health status for cardiopulmonary patients, ACM BCB

October, 2016

Predicting transitions in oxygen saturation using phone sensors, Telemedicine and e-Health

January, 2016

Classification models for pulmonary function using motion analysis from phone sensors, AMIA Annu Symp Proc

February, 2017

A natural walking monitor for pulmonary patients using mobile phones, IEEE Journal of biomedical and health informatics

April, 2015

Health monitors for chronic disease by gait analysis with mobile phones, Telemedicine and e-Health

November, 2014

Towards a natural walking monitor for pulmonary patients using simple smart phones, ACM BCB

September, 2014

Using mobile phones to simulate pulse oximeters: gait analysis predicts oxygen saturation, ACM BCB

September, 2014

GaitTrack: An Objective Measurement Of Gait Speed And Walk Distance Using Smartphone-Based Accelerometers In Patients With Asthma And Chronic Obstructive Pulmonary Disease, ATS

May, 2014

GaitTrack: Health monitoring of body motion from spatio-temporal parameters of simple smart phones, ACM BCB

September, 2013

Designing and evaluating a clustering system for organizing and integrating patient drug outcomes in personal health messages, AMIA Annu Symp Proc

November, 2012