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Wei-Chiu Chuang updated HDFS-15202: ----------------------------------- Component/s: dfsclient > HDFS-client: boost ShortCircuit Cache > ------------------------------------- > > Key: HDFS-15202 > URL: https://issues.apache.org/jira/browse/HDFS-15202 > Project: Hadoop HDFS > Issue Type: Improvement > Components: dfsclient > Environment: 4 nodes E5-2698 v4 @ 2.20GHz, 700 Gb Mem. > 8 RegionServers (2 by host) > 8 tables by 64 regions by 1.88 Gb data in each = 900 Gb total > Random read in 800 threads via YCSB and a little bit updates (10% of reads) > Reporter: Danil Lipovoy > Assignee: Danil Lipovoy > Priority: Minor > Attachments: hdfs_cpu.png, hdfs_reads.png > > > I want to propose how to improve reading performance HDFS-client. The idea: > create few instances ShortCircuit caches instead of one. > The key points: > 1. Create array of caches (set by > clientShortCircuitNum=*dfs.client.short.circuit.num*, see in the pull > requests below): > {code:java} > private ClientContext(String name, DfsClientConf conf, Configuration config) { > ... > shortCircuitCache = new ShortCircuitCache[this.clientShortCircuitNum]; > for (int i = 0; i < this.clientShortCircuitNum; i++) { > this.shortCircuitCache[i] = ShortCircuitCache.fromConf(scConf); > } > {code} > 2 Then divide blocks by caches: > {code:java} > public ShortCircuitCache getShortCircuitCache(long idx) { > return shortCircuitCache[(int) (idx % clientShortCircuitNum)]; > } > {code} > 3. And how to call it: > {code:java} > ShortCircuitCache cache = > clientContext.getShortCircuitCache(block.getBlockId()); > {code} > The last number of offset evenly distributed from 0 to 9 - that's why all > caches will full approximately the same. > It is good for performance. Below the attachment, it is load test reading > HDFS via HBase where clientShortCircuitNum = 1 vs 3. We can see that > performance grows ~30%, CPU usage about +15%. > Hope it is interesting for someone. > Ready to explain some unobvious things. -- This message was sent by Atlassian Jira (v8.3.4#803005) --------------------------------------------------------------------- To unsubscribe, e-mail: hdfs-issues-unsubscr...@hadoop.apache.org For additional commands, e-mail: hdfs-issues-h...@hadoop.apache.org