SuperMaaS: A Framework for Modeling as a Service to Support Data and Model Driven Analysis and Response to Emerging Crises and Real Time Events
Abstract
The goal of the SuperMaaS project is to improve the ability of policy and decision makers to respond to critical events and crises. Prior to this research, the typical workflow relied on large teams of experts, often in separate silos, making decisions in opaque manners that were rarely informed by data or direct modeling of the crises occurring and interventions planned. This method of operation introduces severe limitations, especially when the processes involved require feedback or iterative solutions as new information emerges. The resulting process lacks the agility necessary for proactive responses to real time events and results in knowledge. Further complicating this situation is that such knowledge is typically communicated through the exchange of static PDFs from a variety of domain experts.
Document Details
- Document Type
- Technical Report
- Publication Date
- Jan 31, 2022
- Accession Number
- AD1190366
Entities
People
- Eric K. Davis