Exploiting the Interplay Between Memory and Flash Storage for Sensor Data Management

Although memory is an important constraint in embedded sensor nodes, existing sensor applications and systems are typically designed to work under the memory constraints of a single platform and do not consider the interplay between memory and flash storage. In this paper, we present the design of a memory-adaptive flash-based sensor system that allows an application to exploit the presence of flash and adapt to different amounts of RAM on the embedded device. We describe how such a system can be exploited by sensor data management applications. Our design involves several novel features: flash and memory-efficient storage and indexing, techniques for efficient storage reclamation, and intelligent buffer management to maximize write coalescing. Our results show that our system is highly energy-efficient under different workloads, and can be configured for sensor platforms with memory constraints ranging from a few kilobytes to hundreds of kilobytes.