Views: 117 Author: Site Editor Publish Time: 2024-05-15 Origin: Site
In recent years, the interaction between the NAS storage server case and the AI intelligence case has become increasingly important in computing. As enterprises seek more efficient and effective data storage solutions, exploring the potential of this combination becomes more attractive. Next, we will introduce the corresponding technologies of these two types of cases and how to transform them.
Here is the content list:
Introduction of NAS and AI
How to turn a NAS server case into an AI intelligence case?
Before learning how to turn a NAS storage server case into an AI intelligent case, it is necessary to learn the introduction of NAS and AI:
NAS (Network Attached Storage) is a special file-level storage device used as a centralized center for storing a large number of digital assets and data. The main purpose of using such technologies is to make it easier for organizations to access and better manage their assets, regardless of their physical location. In addition to being cost-effective, NAS also provides users with convenient remote access and data security functions.
AI (artificial intelligence) refers to the development of machines that can think and react like humans when faced with certain tasks or other types of stimuli. AI technology appears in many different forms, such as deep learning, machine learning, robots, speech recognition systems, natural language processing applications, etc. AI can not only recognize patterns in static data sets; It can be used to identify objects in real-time video feeds from security cameras or autonomous vehicles. Artificial intelligence has been widely used by researchers to improve the efficiency of applications ranging from medicine to automatic driving.
Connecting NAS storage servers and AI technology is becoming more and more necessary because many organizations now need a strong data infrastructure, which includes structured (that is, stored on physical disks) and unstructured (that is, stored on cloud-based platforms) information repositories, as well as intelligent processing services across various platforms, supporting Internet peripherals or in people's homes or workplaces. By combining NAS storage architecture with AI technology, technology companies will create an inclusive solution to help enterprises accelerate decision-making through automated processes.
The following is how to upgrade the NAS storage server case to the AI intelligence case:
1. Upgrade the operating system on the NAS storage server to AI intelligent operating system: install a compatible operating system that can run AI applications on the NAS storage server, such as Linux, Windows Server 2019, Google Cloud Platform, or AWS EC2.
2. Upgrade the data storage in the NAS device to multi-layer node storage: use the data storage method of multiple nodes to facilitate data storage in different locations and configurations, thus forming a many-to-one distributed storage mechanism.
3. Add GPU resources: according to different AI application needs, add GPU cards to the machine or directly integrate them into the motherboard; For example, NVIDIA Tesla - V100 GPU.
4. Update the NAS software stack and real-time message delivery middleware: adopt the relevant transmission mode for fast and reliable transmission of the NFS/CIFS communication protocol stack according to the needs of the AI application used.
5. Equipped with new interactive artificial intelligence (IVA) software platform: equipped with new IVA software platform to help voice recognition, emotional analysis, image recognition, semantic understanding, and machine learning neurons perform general tasks in real-time.
The above is an introduction to NAS and how to upgrade the NAS storage server case to an AI intelligence case. If you are interested in the NAS storage server case, welcome to Guangzhou Baocheng Electronic Technology Co., Ltd, our website is https://www.daohe.com.
