TY - JOUR
T1 - Delay-D
T2 - Research on the Lifespan and Performance of Storage Devices in Unmanned Aerial Vehicles
AU - Kang, Donghyun
N1 - Publisher Copyright:
© 2023 by the author.
PY - 2024/1
Y1 - 2024/1
N2 - Despite the technological achievements of unmanned aerial vehicles (UAVs) growing in academia and industry, there is a lack of studies on the storage devices in UAVs. However, this is an important aspect because the storage devices in UAVs have a limited lifespan and performance and are rarely replaced due to a system-on-chip architecture. In this paper, we study how UAVs impact the lifespan and performance of the underlying storage device while capturing images during overflight. We also propose a new lifespan and performance-saving mechanism, called Delay-D, which is designed at the kernel level to efficiently utilize the features of NAND flash-based storage devices. To confirm the effectiveness of Delay-D, we implement a simulator that replays realistic write patterns on UAVs and evaluate quantitative experiments in two different experimental environments. In our evaluation, Delay-D demonstrates the dramatic extension possibility of the lifespan by reducing the number of extra writes inside the storage device and improving the overall performance by up to 2.1× on the commercial NVMe SSD.
AB - Despite the technological achievements of unmanned aerial vehicles (UAVs) growing in academia and industry, there is a lack of studies on the storage devices in UAVs. However, this is an important aspect because the storage devices in UAVs have a limited lifespan and performance and are rarely replaced due to a system-on-chip architecture. In this paper, we study how UAVs impact the lifespan and performance of the underlying storage device while capturing images during overflight. We also propose a new lifespan and performance-saving mechanism, called Delay-D, which is designed at the kernel level to efficiently utilize the features of NAND flash-based storage devices. To confirm the effectiveness of Delay-D, we implement a simulator that replays realistic write patterns on UAVs and evaluate quantitative experiments in two different experimental environments. In our evaluation, Delay-D demonstrates the dramatic extension possibility of the lifespan by reducing the number of extra writes inside the storage device and improving the overall performance by up to 2.1× on the commercial NVMe SSD.
KW - lifespan
KW - NAND flash-based storage devices
KW - performance
KW - unmanned aerial vehicles
UR - http://www.scopus.com/inward/record.url?scp=85183405566&partnerID=8YFLogxK
U2 - 10.3390/aerospace11010047
DO - 10.3390/aerospace11010047
M3 - Article
AN - SCOPUS:85183405566
SN - 2226-4310
VL - 11
JO - Aerospace
JF - Aerospace
IS - 1
M1 - 47
ER -