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Test Environment

The following environment configurations apply to the Kunpeng 920 5250 processor.

Test Environment Networking

The big data test cluster consists of one management node and three data nodes, as shown in Figure 1.

Figure 1 Test networking diagram

Hardware Requirements

Table 1 lists the hardware requirements.

Table 1 Hardware requirements

Item

Description

Processor

Kunpeng 920 5250

Memory size

384 GB (12 x 32 GB)

Memory frequency

2666 MHz

Network

10GE for the service network and GE for the management network

Drive

System drive: 1 x RAID 0 (1 x 1.2 TB SAS HDD)

Data drive: 12 x RAID 0 (1 x 4 TB SATA HDD)

RAID controller card

LSI SAS3508

OS and Software Requirements

Table 2 lists the OS and software requirements.

Table 2 OS and software requirements

Item

Description

OS

openEuler 22.03 LTS SP1

JDK

BiSheng JDK 1.8.0_342

ZooKeeper

3.6.2

Hadoop

3.2.0

Spark

3.3.1

The machine learning algorithm library adapts to Spark 3.3.1 and supports the DBSCAN, Word2Vec, DTB, and SVM algorithms.