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hosted by bigdata architecture
for ke Evolution
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hosted by Olap Scenario02
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hosted by Olap Scenario Requirement
List Billion data set subsecond response times High concurrency sql interface
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hosted by Olap Scenario kylin
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hosted by Olap data
architecture map permission Olap Scenario monitor meta scheduler Hbase … hadoop, warehouse + compute … load Alluxio Sparksql Spark cluster presto queryengine adhoc build zk build nginx query query Offline kylin Kylin middleware query Meta manager Cube execute Statistics redis redisMetrics api product
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hosted by Data For
Kylin 800+cube、16+business 200T storage、160000 million data、1 cube 6000 million Query/day million, <500ms(95%), <1s (99%)
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hosted by Data Product Metrics
platform • roll-up drill • multidimensional analysis • self-service configuration report • standard indices
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hosted by Performance Optimizations
For Hbase SSD-FIRST • Read remote ssds first Client H D D S S D H D D DN1 DN2 DN3 OR
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hosted by Performance Optimizations
For Hbase others HDFS short-circuit Data hedged ,multi thread read Test stale datanodes, avoid the slow datanode Shutdown balance Multiwal, Improve write performance
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hosted by Monitor Scenario03
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hosted by Monitor senario HAProxy TeleGraf Task
metrics Hadoopmetric s TSD TSD HBASE grafana
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hosted by Monitor Scenario
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hosted by Data Mining
Scenario04
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hosted by Data Mining
Scenario
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hosted by RealTime ETL
Scenario05
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hosted by RealTime ETL
Scenario Subtitle Text RealTime DB ETL RealTime log ETL 3 4 HBASE fast write fast read change record bigdata storage
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hosted by Hdic Scence06
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hosted by Hdic Scenario Subtitle
Text 3 4
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hosted by Data For
Ke
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hosted by Thanks
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