cassandra-commits mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Kurt Greaves (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (CASSANDRA-13780) ADD Node streaming throughput performance
Date Mon, 28 Aug 2017 02:55:02 GMT

    [ https://issues.apache.org/jira/browse/CASSANDRA-13780?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16143315#comment-16143315
] 

Kurt Greaves commented on CASSANDRA-13780:
------------------------------------------

To clarify, you are using vnodes? When you bootstrap the new node, how many nodes stream to
it?

> ADD Node streaming throughput performance
> -----------------------------------------
>
>                 Key: CASSANDRA-13780
>                 URL: https://issues.apache.org/jira/browse/CASSANDRA-13780
>             Project: Cassandra
>          Issue Type: Improvement
>          Components: Core
>         Environment: Linux 2.6.32-696.3.2.el6.x86_64 #1 SMP Mon Jun 19 11:55:55 PDT 2017
x86_64 x86_64 x86_64 GNU/Linux
> Architecture:          x86_64
> CPU op-mode(s):        32-bit, 64-bit
> Byte Order:            Little Endian
> CPU(s):                40
> On-line CPU(s) list:   0-39
> Thread(s) per core:    2
> Core(s) per socket:    10
> Socket(s):             2
> NUMA node(s):          2
> Vendor ID:             GenuineIntel
> CPU family:            6
> Model:                 79
> Model name:            Intel(R) Xeon(R) CPU E5-2630 v4 @ 2.20GHz
> Stepping:              1
> CPU MHz:               2199.869
> BogoMIPS:              4399.36
> Virtualization:        VT-x
> L1d cache:             32K
> L1i cache:             32K
> L2 cache:              256K
> L3 cache:              25600K
> NUMA node0 CPU(s):     0,2,4,6,8,10,12,14,16,18,20,22,24,26,28,30,32,34,36,38
> NUMA node1 CPU(s):     1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,31,33,35,37,39
>              total       used       free     shared    buffers     cached
> Mem:          252G       217G        34G       708K       308M       149G
> -/+ buffers/cache:        67G       185G
> Swap:          16G         0B        16G
>            Reporter: Kevin Rivait
>             Fix For: 3.0.9
>
>
> Problem: Adding a new node to a large cluster runs at least 1000x slower than what the
network and node hardware capacity can support, taking several days per new node.  Adjusting
stream throughput and other YAML parameters seems to have no effect on performance.  Essentially,
it appears that Cassandra has an architecture scalability growth problem when adding new nodes
to a moderate to high data ingestion cluster because Cassandra cannot add new node capacity
fast enough to keep up with increasing data ingestion volumes and growth.
> Initial Configuration: 
> Running 3.0.9 and have implemented TWCS on one of our largest table.
> Largest table partitioned on (ID, YYYYMM)  using 1 day buckets with a TTL of 60 days.
> Next release will change partitioning to (ID, YYYYMMDD) so that partitions are aligned
with daily TWCS buckets.
> Each node is currently creating roughly a 30GB SSTable per day.
> TWCS working as expected,  daily SSTables are dropping off daily after 70 days ( 60 +
10 day grace)
> Current deployment is a 28 node 2 datacenter cluster, 14 nodes in each DC , replication
factor 3
> Data directories are backed with 4 - 2TB SSDs on each node  and a 1 800GB SSD for commit
logs.
> Requirement is to double cluster size, capacity, and ingestion volume within a few weeks.
> Observed Behavior:
> 1. streaming throughput during add node – we observed maximum 6 Mb/s streaming from
each of the 14 nodes on a 20Gb/s switched network, taking at least 106 hours for each node
to join cluster and each node is only about 2.2 TB is size.
> 2. compaction on the newly added node - compaction has fallen behind, with anywhere from
4,000 to 10,000 SSTables at any given time.  It took 3 weeks for compaction to finish on each
newly added node.   Increasing number of compaction threads to match number of CPU (40)  and
increasing compaction throughput to 32MB/s seemed to be the sweet spot. 
> 3. TWCS buckets on new node, data streamed to this node over 4 1/2 days.  Compaction
correctly placed the data in daily files, but the problem is the file dates reflect when compaction
created the file and not the date of the last record written in the TWCS bucket, which will
cause the files to remain around much longer than necessary.  
> Two Questions:
> 1. What can be done to substantially improve the performance of adding a new node?
> 2. Can compaction on TWCS partitions for newly added nodes change the file create date
to match the highest date record in the file -or- add another piece of meta-data to the TWCS
files that reflect the file drop date so that TWCS partitions can be dropped consistently?



--
This message was sent by Atlassian JIRA
(v6.4.14#64029)

---------------------------------------------------------------------
To unsubscribe, e-mail: commits-unsubscribe@cassandra.apache.org
For additional commands, e-mail: commits-help@cassandra.apache.org


Mime
View raw message