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AI accelerates sharply and makes great progress|AI sprints forward

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2024-01-10 18:58:201355browse

AI accelerates sharply and makes great progress|AI sprints forward

As the demand for artificial intelligence and other applications continues to grow, it is imperative to promote advanced storage technology

The development of artificial intelligence is changing with each passing day, and the computing power and algorithms are also rapidly iterating. In contrast, the progress of data is relatively slow, and shortcomings have emerged. Especially at this stage when large-scale models continue to emerge and the demand for data processing continues to grow, data storage has become a significant drag factor, and the introduction of advanced storage technology is urgently needed

The latest "Research Report on the Development of China's Advanced Storage Capacity" (hereinafter referred to as the "Report") released by CCID points out that there is a certain "neglect" phenomenon in the development of China's storage capacity. It is expected that by 2025, there will be a huge amount of more than 420EB The capacity gap needs to be filled urgently. At the same time, first-tier manufacturers represented by Sugon Storage are continuing to work on "advanced storage capabilities" to clarify the direction for the advancement of the storage power track.

"Jiazi Guangnian" analyzed that as the demand for artificial intelligence and other applications continues to grow, it is imperative to promote advanced storage technology. In this process, the leading advantages of supply-side storage manufacturers will be further consolidated, and the market share will tend to It is clear; demand-side data-intensive industries will also make up for the last shortcomings and enter a new evolutionary cycle.

1. Weaknesses that cannot be ignored

The storage capacity of AI directly affects the calculation results to a large extent

Taking the AI ​​decision-making scenario in autonomous driving as an example, the autonomous driving business process includes road test data import, data preprocessing, AI training, verification testing, backup and archiving, etc. If the problem of "good storage" cannot be solved in the initial data storage process, and the quantity and quality of data cannot keep up, the training results will inevitably be unsatisfactory, let alone solve the corner cases encountered in the development process of autonomous driving.

From the perspective of industrial development, cutting-edge technologies such as artificial intelligence and scientific computing are being rapidly applied, and the demand for high-performance data storage is becoming more and more urgent. Therefore, the development of advanced storage technology has become an essential choice

Six departments including the Ministry of Industry and Information Technology jointly issued a document requiring that by 2025, the total storage capacity should exceed 1,800 EB, and the proportion of advanced storage capacity should reach more than 30%. This also means that supply-side storage manufacturers have faced new challenges

2. The new connotation of "advanced storage"

CCID conducted a detailed survey of China's storage manufacturers and conducted a comprehensive assessment from six aspects: technology, security, and application. In these evaluations, Sugon Storage performed well in aspects such as data liquidity, security, reliability and technological foresight, and its comprehensive strength ranked first in the "advanced storage capacity"

According to the "Report", in the past year, all-flash memory, distributed storage, and hyper-convergence represented to a certain extent the indicator system and result set of the overall application of China's advanced storage capabilities. Storage media, storage communication protocols, storage security algorithms and other software and hardware capabilities to achieve storage capabilities have become the main manifestations in various application fields.

Shuguang Storage has been deeply engaged in the front line of storage for more than 20 years. It has a profound foundation of full-stack self-developed technology, and has accumulated rich practical experience in serving leading customers in various industries such as operators, finance, science and education, etc., so it has a strong presence in the storage market. Extremely in-depth demand insight. Based on this, Sugon Storage proposed "advanced storage" for the first time in June, constructing five major advantages such as "green, massive, efficient, integrated, and safe".

Green: The first liquid cooling storage system, successfully deployed the first storage and computing one-stack liquid cooling data center, achieving a PUE value of less than 1.2, completing the last piece of the green data center puzzle.
  • Massive: With EB-level storage architecture and multiple large-scale deployment cases exceeding 100 PB, it continues to refresh the upper limit of single storage deployment scale.
  • Efficiency: Deep optimization of the entire chain can achieve ultra-high throughput and IOPS capabilities, supporting various high-performance complex applications with ultimate performance.
  • Integration: Integrating four protocols into one, truly achieving integrated management of heterogeneous data and adapting to the needs of different business scenarios.
  • Security

    : Relying on the full-stack self-developed core technology, Sugon Storage provides fully independent and full-process controllable storage solutions from software to hardware to fully ensure data storage security.

  • At present, Sugon ParaStor, a product that combines five major advantages, has achieved success among storage users such as China Mobile, South China University of Technology, and Luzhou Laojiao. Through analysis of the actual application level, we can see that Sugon Storage can accurately grasp the development trend of "advanced storage capacity" and is in a leading position in many indicators in the market assessment. This is mainly due to Sugon's accurate grasp of the needs of various scenarios, and its ability to integrate technological and ecological advantages to effectively solve users' application pain points

For example, the industry’s focus on power consumption under the “dual carbon” goal is undoubtedly very targeted with Sugon Storage’s liquid cooling technology. In the deployment of the South China University of Technology data center, Sugon Storage used the ParaStor high-density liquid-cooled distributed storage system to break the "impossible triangle" of data center energy consumption, cost and performance, and meet the construction needs of advanced storage capacity.

In addition, in order to meet the huge demand for large model training, the PB-level high-performance storage resource pool built by Sugon Storage can support massive small file access and ultra-high IOPS capabilities, providing a reliable foundation for computing training and iteration. For example, in the field of autonomous driving, Sugon Storage's multi-protocol support capabilities can provide car companies with file sharing and concurrent access support, greatly improving training efficiency and data security compliance.

3. The evolutionary opportunity of Cunli Track is to re-express this sentence without changing the original meaning

After verification in a series of scenarios, Sugon Storage has enriched the connotation of the new "advanced storage power" and also provided a storage power evolution path for reference. This will bring a transformation opportunity covering both supply and demand ends for storage manufacturers and data-intensive industries.

From a demand side perspective, as advanced reserves accelerate their penetration into government affairs, industry, transportation, medical and other industries, the deep integration of the Internet, big data, artificial intelligence, etc. with the real economy will be promoted. At the same time, new applications and business formats such as digital government, industrial Internet, smart medical care, distance education, and financial technology will continue to emerge, bursting out with more vitality.

By then, "advanced capacity" will not only become a strong support for the transformation and upgrading of traditional industries, but will also further stimulate the innovative vitality of data-intensive industries, spawn a number of new economic growth points, and fully release data, computing power, etc. Industrial factor value.

In addition, the widespread application of "advanced storage technology" will also promote the accelerated development of the storage supply side. In particular, the current pioneers, led by Sugon Storage, have taken the lead in practicing and achieving success in many niche application scenarios such as artificial intelligence, operators, energy, finance, transportation, meteorology, science and education, etc. Under the guidance of more and more advanced storage cases, it has undoubtedly opened up new ways for the storage market upgrade

According to the data surveyed in the "Report", as one of the first batch of independent research and development distributed storage manufacturers in China, Sugon Storage has always insisted on independent research and development and has technical advantages. At the same time, it has accumulated abundant liquid cooling storage and large-scale Stored cases and experiences. From 2021 to the first half of 2023, Sugon Storage ranked first in terms of deployment scale in China's liquid-cooled data center infrastructure market, accounting for 58.8%. In 2022, Sugon Storage has performed well in the intelligent computing center and meteorological environmental protection markets, and has been in a leading position

It is worth mentioning that Sugon Storage is the manufacturer with the largest number of cases exceeding 100 PB in China. It has led and participated in the construction and layout of multiple storage-related standards and ecological organizations, and has played a good demonstration role in the development of advanced storage capabilities. .

Prior to this, the "Jiazi Guangnian" prediction, storage and calculation integrated chip has great prospects in the annual evaluation, and can bring considerable gains to the high computing power of artificial intelligence. The current situation shows that storage manufacturers' practical progress is faster than expected. Moreover, with the continuous expansion of the concept of storage power, advanced storage power has begun to generate value in the artificial intelligence industry and show more creative application scenarios

(Cover image source: Photo Network)

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