Gu Receives NSF Award to Study Large-Scale Hosting Infrastructures
Dr. Xiaohui (Helen) Gu, assistant professor of computer science at NC State University, has been awarded $405,000 by the National Science Foundation to support her research proposal titled “Online System Anomaly Prediction and Diagnosis for Large-scale Hosting Infrastructures.”
The award will run from September 1, 2009 through August 31, 2012.
Abstract - Large-scale hosting infrastructures have become important platforms for many real-world systems such as cloud computing, enterprise data centers, massive data analytics, and web hosting services. Unfortunately, today's large-scale hosting infrastructures are still vulnerable to various system anomalies such as performance bottlenecks, resource hotspots, service level objective (SLO) violations, and various software/hardware failures. The goal of this project is to assess the viability of an online predictive anomaly management solution for large-scale hosting infrastructures. We will develop novel techniques for 1) performing light-weight online system anomaly prediction; 2) providing self-evolving anomaly prediction models to achieve high-quality prediction for real-world dynamic systems; and 3) performing speculative, "hot" system anomaly diagnosis that search possible anomaly causes and suggest corrective actions while the system approaches the anomaly state. Our research will carry out evaluation by conducting experiments and case studies with our industrial partners on realistic platforms.
Note: This award is funded under the American Recovery and Reinvestment Act of 2009.
For more information on Dr. Gu, click here.
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