Exploiting Persistent Memories within Deep Hierarchies in the Edge Cloud

• funded by: CISCO
• funding level: $175,000
• duration: 10/01/2022 - 12/31/2023 (no-cost extension until 6/30/24)

This work seeks to investigate the potential of non-volatile memories (NVM) with its novel properties of byte addressability, persistency, larger capacity, yet higher latency, and addresses the its applicability within the next generation edge cloud infrastructures. The objective of this work is to assess the efficacy of providing services in the edge cloud as opposed to conventional cloud-hosted infrastructure.

• CLAIRE: Enabling Continual Learning for Real-time Autonomous Driving with a Dual-head Architecture Hao Zhang, Frank Mueller in IEEE International Symposium on Real-Time Computing (ISORC), May 2022.

• TBA