Core Viewpoint - The article emphasizes the importance of enhancing storage capabilities in the AI era, highlighting that while computing power has received significant attention, storage development has been relatively overlooked. The storage infrastructure is crucial for supporting AI applications, akin to how a reservoir supports hydropower generation [1][6]. Group 1: Development of Storage Technology - The Zhenyue 510 SSD controller, developed by PingTouGe, has been successfully commercialized and integrated into Alibaba Cloud's EBS, significantly improving system IOPS and throughput while optimizing IO latency, thus enabling cost reduction and efficiency for customers [2][3]. - The Zhenyue 510 has enabled faster response times for applications running on Alibaba Cloud EBS, enhancing user experience [3]. - Beyond cloud computing, PingTouGe is providing new options for SSD manufacturers, with products like the PBlaze7 7A40 series achieving 1 million IOPS and the D8436/D8456 series improving performance-to-power ratio by 70% compared to previous PCIe 4.0 products [4][5]. Group 2: Importance of SSD in AI Applications - SSDs play a critical role in AI applications by affecting computation, transmission, and storage processes. The speed of data supply directly impacts GPU utilization during model training, with SSD I/O latency being a bottleneck compared to DRAM [7]. - During inference, AI models require rapid decision-making, necessitating high data access speeds and low latency [8]. - High write throughput is essential for the checkpointing phase in AI model training and deployment, indicating the need for advanced storage solutions [9]. Group 3: Technological Innovations of Zhenyue 510 - The Zhenyue 510 can handle up to 3.4 million IOPS and achieve a data bandwidth of 14 GByte/s, outperforming traditional HDDs [18]. - It supports PCIe 5.0 and DDR5.0 interfaces, achieving ultra-low latency of 4μs, which is over 30% lower than industry standards, and significantly reduces long-tail latency in mixed read/write scenarios [18][22]. - The controller features a low UBER of 10^-18, indicating a high reliability level, and employs advanced error correction algorithms to enhance performance [21]. Group 4: Strategic Vision and Market Position - PingTouGe aims to leverage its infrastructure and application scenarios to validate its products and expand the storage ecosystem, targeting various industries with tailored solutions [23][24]. - The company positions the Zhenyue 510 as a versatile solution that balances capacity, latency, cost, energy efficiency, reliability, and bandwidth, adapting to different industry needs [24]. - With a strong backing from Alibaba and a keen understanding of industry trends, PingTouGe aspires to lead the upcoming wave of storage device upgrades [26].
低调平头哥,吹响先进存力商业化号角
量子位·2025-03-17 04:37