#============================================================================== # Basic Components # # Orchestration & Coordinator & Configuration & Cold Storage #============================================================================== #The cluster use master-master replication mode,maximum 2 servers. [mariadb] #Apache Zookeeper is a centralized service for maintaining configuration information, naming, providing distributed synchronization, and providing group services. #The cluster mode at least 3 servers,The number of nodes must be odd,Like 3/5 nodes. [zookeeper] #Alibaba Nacos an easy-to-use dynamic service discovery, configuration and service management platform #The cluster mode at least 3 servers,Multi-node HA mode. [nacos] #Apache Hadoop HDFS(Hadoop Distributed File System) #HDFS is deployed only in cluster mode. #At least 3 servers,An HDFS cluster consists of two Namenodes and a certain number of Datanodes node. [hdfs] #============================================================================== # BigData Processing Components # # Big data is a term that refers to the massive volume, variety, and velocity of data that is generated from various sources and needs to be stored, processed, and analyzed efficiently. # The Big Data processing component is used to provide a platform for fast and efficient processing #============================================================================== #Apache Kafka is a distributed event streaming platform,used for high-performance data pipelines, streaming analytics. #The cluster mode at least 3 servers,By default install CMAK(Management tool) on the first server. [kafka] #Apache Hadoop Yarn,Includes the Flink/Groot-stream runtime environment. #Yarn is the resource management and job scheduling technology in the open source Hadoop distributed processing framework. #The cluster mode at least 3 servers,A Yarn cluster consists of two ResourceManager (RM) and a certain number of NodeManager(NM) node. [yarn] #============================================================================== # Analytic Storage Components # # This is a data storage solution designed to support large-scale data analysis and data mining workloads. # The analytic Storage component it offers high performance, scalability, and flexibility to meet the demands of processing vast amounts of structured and unstructured data. #============================================================================== #Apache HBase is the hosting of very large tables -- billions of rows X millions of columns -- atop clusters of commodity hardware #The cluster mode at least 3 servers,A HBase cluster consists of three HMaster and a certain number of HRegionServer node. [hbase] #Apache Druid is a high performance, real-time analytics database that delivers sub-second queries on streaming and batch data at scale and under load. #The cluster mode at least 3 servers,A Druid cluster consists of two master/query and a certain number of worker node. [druid] #Yandex ClickHouse is the fastest and most resource efficient open-source database for real-time apps and analytics. #The cluster mode at least 3 servers,A Clickhouse cluster consists of two query and a certain number of data node. [clickhouse] #ArangoDB is a scalable graph database system to drive value from connected data, faster. #Only support single server deployment. [arangodb] #Redis is an open source (BSD licensed), in-memory data structure store, used as a database, cache, and message broker. #Supports single-node and master-slave modes [redis] #Apache Ignite is a leading distributed database management system for high-performance computing with in-memory speed #Supports single-node and cluster modes [ignite] #============================================================================== # OLAP Self-research service # #============================================================================== #The default proxy,Includes the Nginx/Keepalived,If it is a standalone mode, only Nginx. #A maximum of two nodes. [loadbalancer] #The clickhouse query proxy,Usually deployed with loadbalancer. [chproxy] #Galaxy-hos-service is a distributed object storage service. #Include components:Keepalived/Nginx/Galaxy-hos-service,If it is a standalone mode, only Galaxy-hos-service/Nginx. #The cluster mode at least 2 servers,keepalived and nginx services are deployed on the first two nodes by default. [galaxy_hos_service] #The query gateway,Provides a unified query entry [galaxy_qgw_service] #A lightweight distributed task scheduling framework. #Include components: Galaxy-job-admin/Galaxy-job-executor [galaxy_job_service] #The report execution service. [saved_query_scheduler]