Impact of Environmental Factors on Flash Storage Performance in Autonomous Vehicles: An Empirical and Analytical Study

In the ever-evolving landscape of automotive technology, the efficiency and reliability of vehicle storage systems is paramount importance. Environmental factors, such as extreme weather conditions characterized by either intense cold or scorching heat, pose significant challenges to the optimal functioning of these critical components [1] [2]. In this paper, we investigate the nuanced effects of varying temperatures on data storage and machine learning workloads on flash based vehicle storage systems: the read and write operations of car flash memory. The work employs a multidimensional approach, incorporating environmental simulations, performance testing, and data analytics to comprehensively analyze the impact of temperature variations on the performance and reliability of vehicle storage. From room temperatures to sweltering heat, the study investigates how these adverse conditions influence the speed, reliability, and overall performance of flash memory in automotive applications. The experimental results reveal intricate relationships between temperature variations and the throughput and latency of flash storage for automotive applications, shedding light on potential vulnerabilities and opportunities for optimization. Understanding these dynamics is crucial for enhancing the resilience and adaptability of automotive storage systems to diverse environmental challenges. This research not only contributes to the broader understanding of the intersection between extreme weather conditions and automotive technology but also provides valuable insights for engineers, manufacturers, and policymakers working towards the development of robust and reliable vehicle storage systems capable of withstanding the rigors of diverse environmental conditions. As the automotive industry continues to push the boundaries of innovation, this study serves as a foundation for future advancements in the realm of vehicular storage technologies.