Vertica's machine learning is designed to maximize architectural efficiency, ensuring stable performance in a mixed workload environment for Massively Parallel Processing(MPP) and SQL queries. Vertica handles queries through distributed processing, and owing to its structure that can execute a query on any node, it does not cause a single point of failure where a query isn’t executed in the event of a node failure.
Being a column-oriented database optimized for big data analysis, Vertica(DBaaS) can effectively support on-line analytical processing(OLAP). This makes it ideal for statistical analysis such as aggregate calculation by day or by account. In addition, being processed from physical I/O level to column unit, I/O is reduced significantly resulting in greater performance compared to a row that needs to read all the data.
Building on its extensive experience in DBMS management, Samsung SDS offers an optimal DB management environment that keeps customer data secure. In addition, being equipped with a reliable, high-performance infrastructure and a masterless cluster architecture, data replicas between nodes are stored automatically and become redundant, guaranteeing high availability.
VPC (Virtual Private Cloud)-based network access architecture enables easier separation of databases and Security Group allows secure access while automated vulnerability diagnosis and analysis preemptively responding to security threats.
- Auto provisioning : Auto-install standard DB based on VM of various spec
- Cluster configuration : Provide high availability masterless architecture
- Additional option or steps for column processing becomes unnecessary with the column-based storage technology
- Optimized for loading and reading large data with its fast loading technology
- Data compression and encoding are done from the data storage stage
- DDL/DML(Data Definition Language/Data Manipulation Language) processing is done during the data compression stage
- Auto-provisioning, lifecycle management
- Choose VM based on the required spec
- Provide additional storage for connection other than the OS disk
- Provide subnet/IP, NAT IP, Security Group connection setting
- Provide monitoring
※ Vertica(DBaaS) service provides Vertica, a big data analysis platform for enterprises. Vertica’s software licenses use Bring Your Own License(BYOL), and software licenses in the cloud must comply with the provider's policies.
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