爱分析：2022云数据平台白皮书-数字化转型时代的企业数据新基建（57页）.pdf

1、?1?|?2022?7?2?|?寞?21?封?研?去?告?封?割?去?研?&?2000?ICT?撑?去?1?3?|?寞?务?1?GDP?20?1?GDP?3?6.7?务?研?研?研?研?研?封?研?告?研?封?-?去?务?研?ETL?研?研?研?务?告?研?撑练?IT?撑练?研?研?研?研?告?研?研?研?研?割?封?研?去?去?研?4?|?1.?研?6 1.1?够?6 1.2?研?8 1.3?研?9 2.?研?18 2.1?18 2.2?去?研?研?28 3.?研?务?36 3.1?够?37 3.2?39 3.3?&?40 3.4?去?42 4.?45 4.1?45 4.2?47 4.3?5

2、0?54?55?56?5?|?6?|?1.?研?务?封?告?务?割?封?1.1?封?务?封?去?研?导?割?割?研?太?去?够?割?务?研?AI?IT?够?研?7?|?2?研?够?务?务?研?AI?务?研?研?研?研?研?研封?研?研?封?研?研?8?|?1.2?研?研?研?研?研?研?研?研?3?l?研?研?研?研?研?研?研?研?研?愿?研?研?l?研?研?研?研?/?务?研?NoSQL?研?研?封?AI?封?割?9?|?l?研?研?研?研?研?研?研?务?封?研?研?模?研?研?研?模?研?2018?5?21?封?研?封?2018?22?研?研?研?告?研?研?研?研?模?研?研?研?封

3、?研?l?研?研 API?研?研?研?研?1.3?研?研?研?研?研?研?研?模?研?研?务?研务?10?|?4?1.3.1 数据库阶段?研?研?研?Oracle?DB2?1970?去?1980?去夯?研?OLTP?研?研?研?研?研?11?|?研?研?IT?研?研?研?模?研?务?研?研?研?割?研?研?研?研?研?研?研?l?SQL?ACID?研?模?告?的?的?l?去?Oracle?IBM?IT?尽?OLTP?务?告?的?割?研?务?l?Oracle?IBM?DB2?1.3.2 数据仓库阶段 1990?去?E.F.Codd?1993?OLAP?研?研?去?12?|?研?OLAP?研?撑练

4、?OLAP?研?研?OLAP?OLAP?研?研?务?研?研?研?告?研?研?的?Oracle?DB2?研?的?的?MPP?研?IT?IT?IT?告?研?研?研?封?1980?去?Teradata?MPP?研?MPP?研?割?Teradata?Oracle?DB2?研?1990?去?MPP?研?研?务?2006?Greenplum?Vertica?x86?MPP?研?研?的?研?研?l?的?割?x86?的?SQL?ACID?13?|?l?MPP?Teradata?EMC?Greenplum?Vertica?尽?MPP?研?研?务?研?l?Teradata?EMC?Greenplum?HPE?Ve

5、rtica?1.3.3 大数据平台阶段 2005?野封?研?野封?研?研?研?研?研?研?研?务?研?CSV?XML?JSON?研?研?愿?研?研?研?寞?GB?TB?PB?EB?BI?研确?割?IT?研?告?MPP?研?的?的?割?研?Hadoop?去?研?研?研?告?IT?研?Hadoop?去?研?研?研?研?研?14?|?Hadoop?研?MPP?研?SQL-on-Hadoop?Hive?SparkSQL?研?NoSQL?研?HBase?HDFS?研?MPP?研?割?SQL-on-Hadoop?研?HDFS?的?研?研?SQLSQL-onon-HadoopHadoop?研?研?l?SQL

6、-on-Hadoop?的?的?的?的?告?HDFS?SQL-on-Hadoop?研?SQL?ACID?研?MPP?研?SQL-on-Hadoop?务?割?l?SQL-on-Hadoop?尽?夯?尽?去?告?务?去?l?Hive?SparkSQL?Cloudera?Impala?Facebook?Presto?1.3.4 云数据平台阶段 2015?研?研?研?研?研?告?研?去?割?寞?研?研?15?|?研?研?够?去?务?务?研?撑?研务?研?研?研务?研?研?研?研?研?研?研?的?MPP?SQL-on-Hadoop?研?的?研?SQL-on-Hadoop?研?SQL?ACID?割?研?MP