Constraints

OSs

openEuler 22.0.3 LTS SP1

Components

• The algorithm library is compatible with Spark 3.3.1 and supports DBSCAN, Word2Vec, DTB, and SVM algorithms.
• It can also be adapted to 2.X and 3.X.

Hardware

Kunpeng servers

Mixed deployment

• A Spark cluster cannot have Kunpeng and another type of servers at the same time.
• The machine learning and graph analysis algorithms cannot be used in a task with other open source algorithms.

Performance

Based on specific datasets and product parameters, the machine learning algorithm library on Kunpeng 920 5250 processors improves the computing performance by more than 20% compared with the native MLlib algorithms on the x86 5318. For details, see Big Data Machine Learning Algorithm Library Acceptance Test Guide.