NEC Laboratories America

Projects | Complex System Modeling and Optimization

Complex System Modeling and Optimization

With ubiquitous sensing and networking capabilities, traditional complex physical systems have been undergoing revolutionary changes in their ICT capabilities. They are now equipped with a large number of sensors distributed across different parts of the system, which collect a tremendous amount of data from system operation.

Team Members: Haoyu Wang, Haifeng Chen

Keyword Tags: system modeling, system modelling and optimization

Complex System Modeling and Optimization Project

Publications

Application-specific, Dynamic Reservation of 5G Compute and Network Resources by using Reinforcement Learning

5G services and applications explicitly reserve compute and network resources in today’s complex and dynamic infrastructure of multi-tiered computing and cellular networking to ensure application-specific service quality metrics, and the infrastructure providers charge the 5G services for the resources

ROMA: Resource Orchestration for Microservices-based 5G Applications

With the growth of 5G, Internet of Things (IoT), edge computing and cloud computing technologies, the infrastructure (compute and network) available to emerging applications (AR/VR, autonomous driving, industry 4.0, etc.) has become quite complex. There are multiple tiers of computing (IoT devices, near