Application field:

Data center storage

• Large-scale data storage and access: Data centers require high-speed storage devices to support rapid access to massive amounts of data. The high throughput and low latency provided by PCIe 4.0 SSDS can significantly improve the overall performance of a data center storage system, especially when it comes to high concurrency and large data volume reads and writes.
• Cloud computing: For companies that provide cloud services, especially public and private cloud service providers, PCIe 4.0 SSDS can accelerate the response time of cloud computing platforms and improve the performance of virtualized workloads. For example, tasks such as fast startup of virtual machines and efficient storage resource allocation can be handled faster by using PCIe 4.0 SSDS.

High Performance Computing (HPC)

• Research and Engineering simulation: High performance computing systems require extremely high data transfer rates to support complex mathematical simulations and large-scale calculations. PCIe 4.0 SSD can provide faster data reading and writing speeds to help accelerate scientific computing processes, such as weather forecasting, genomics, quantum computing and other applications.
• Machine Learning and Artificial Intelligence (AI) : AI model training, inference processing, and big data analysis all require large amounts of storage and high throughput support. Using enterprise-class PCIe 4.0 SSDS can reduce data loading and storage time and improve the overall processing efficiency of AI systems.

Database Management System (DBMS)

• Relational database (RDBMS) : Large relational databases (such as Oracle, SQL Server, MySQL, etc.) typically require fast data access speeds to handle complex queries, transactions, and data update operations. PCIe 4.0 SSDS can significantly improve database read/write performance and reduce query response time.
• NoSQL databases: Under the requirements of high throughput, low latency, and a large number of concurrent operations, NoSQL databases such as Cassandra, MongoDB, and HBase can also benefit from the performance of PCIe 4.0 SSD, supporting large-scale data processing and fast data access.