FACT: Interactive Deep Learning Platform and Multi-source Data Integration for Improved Soil Moisture Forecasting

The overarching goal of this proposal is to develop a deep learning computational platform that integrates multi-scale, multi-sensor soil moisture observations, a seasonal climate model, and user input in real-time, and provides useful climate information for agricultural planning on sub-seasonal to seasonal timescales. The proposal builds on the several years of collaborative researc...

Telemetry Analytics to Secure Container-Based Cloud Computing

Containerization, based on operating system virtualization, provides high scalability and mobility and is currently adopted by many cloud service providers to lower infrastructure and maintenance costs. However, container-based cloud computing systems reveal broad and unknown attack surfaces because container servers share vulnerable kernel features between independent, highly scalable services which generate complex network activities...