How does Miner cooperate with SAS?


In actual applications, Miner and SAS are in supplementation relationship, where Miner is a strong bolster for SAS. In terms of structure, Miner can interconnect with SAS.
Advantages of Miner:
1. Supports massive data computing with high performance
2. Supports scenario-related data mining algorithms
Disadvantages of Miner:
The deployment is complex, so the enterprise personnel need to have certain technical skills.
Advantages of SAS:
Mature data mining solution
Disadvantages of SAS:
1. High CPU cost
2. Limited local data processing capability. Only 100 GB or smaller amounts of data can be processed.

Other related questions:
Connection between an OSN 1800 II subrack and an OADM frame of OSN 1800
A straight-through network cable can be used to connect the OCTL ports of OSN 1800 and OSN 1800 II to supply power to OADM frames and manage them.

Which data sources does Miner support?
The FusionInsight Miner cluster and FusionInsight HD cluster cooperate seamlessly to directly read data from the HDFS or Hive component. You need to add the source data to HDFS or Hive when performing data previewing and modeling operations.

Which model algorithms does FusionInsight Miner support?
FusionInsight Miner is already equipped with a machine learning database. The model operators you choose determine the data mining algorithms to be executed. Currently, FusionInsight Miner supports multiple data model algorithms, such as classification algorithms (Random Forest, Logistic Regression, and Support Vector Machine), clustering algorithms (Affinity Propagation and DBScan), and collaborative filtering algorithms (Collaborative Filtering).

Cooperation between ST2 and SFIU
An SFIU board multiplexes the main path signals and OSC signals into a single communications channel, and demultiplexes these signals. The OSC board that can work with the SFIU board can only be ST2. The SFIU board sends OSC signals to the ST2 board through the OSC1 optical port and receives OSC signals from the ST2 board through the OSC2 optical port.

What is FusionInsight Miner?
FusionInsight Miner is an enterprise-class data analysis platform based on the distributed storage and parallel computing technologies of FusionInsight HD. It can mine valuable information from massive volumes of data.

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