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我运行了MySQLTuner脚本，并遵循了他们给出的建议，但它仍然建议增加，同时告诉我MySQL的最大内存使用率很高。MySQL优化 - MySQL的最大内存使用率很高
我有一个64 GB RAM的CentOS 6.5。
的车辆的地理定位的应用程序部署该服务器（数据的一个巨大的流/ 4000个多标记连接到该服务器）
数据库的大小超过28GB上（大于18726个表）
我在我的my.cnf文件当前配置为：
[mysqld]
server-id = 1
auto_increment_increment=2
log-slave-updates
slave-skip-errors =1146,1062,126
expire_logs_days = 10
max_binlog_size = 100M
relay-log = "/var/lib/mysql/mysql-relay-bin"
relay-log-index = "/var/lib/mysql/mysql-relay-bin.index"
log-error = "/var/lib/mysql/mysql.err"
master-info-file = "/var/lib/mysql/mysql-master.info"
relay-log-info-file = "/var/lib/mysql/mysql-relay-log.info"
datadir="/var/lib/mysql"
socket="/var/lib/mysql/mysql.sock"
symbolic-links=0
skip-host-cache
skip-name-resolve
open_files_limit=65535
query_cache_size=0
max_connections=500
max_user_connections=800
wait_timeout=120
tmp_table_size=32M
max_heap_table_size=32M
thread_cache_size=50
key_buffer_size=3G
max_allowed_packet=16M
table_cache=64K
join_buffer_size =32M
table_definition_cache=4096
table-open-cache=10240
myisam_sort_buffer_size=64M
read_buffer_size=64M
log-output=NONE
innodb_file_per_table=1
innodb_flush_method=O_DIRECT
innodb_buffer_pool_size=38G
innodb_additional_mem_pool_size=2048M
innodb_log_buffer_size=1024M
innodb_thread_concurrency=16
innodb_flush_log_at_trx_commit=0
[mysqld_safe]
log-error="/var/log/mysqld.log"
pid-file="/var/run/mysqld/mysqld.pid"
当我运行mysqltuner.pl，这是我所得到的：
-------- Log file Recommendations ------------------------------------------------------------------
[--] Log file: /var/log/mysqld.log(10B)
[OK] Log file /var/log/mysqld.log exists
[OK] Log file /var/log/mysqld.log is readable.
[OK] Log file /var/log/mysqld.log is not empty
[OK] Log file /var/log/mysqld.log is smaller than 32 Mb
[OK] /var/log/mysqld.log doesn't contain any warning.
[OK] /var/log/mysqld.log doesn't contain any error.
[--] 0 start(s) detected in /var/log/mysqld.log
[--] 0 shutdown(s) detected in /var/log/mysqld.log
-------- Storage Engine Statistics -----------------------------------------------------------------
[--] Status: +ARCHIVE +BLACKHOLE +CSV -FEDERATED +InnoDB +MEMORY +MRG_MYISAM +MyISAM +PERFORMANCE_SCHEMA
[--] Data in MyISAM tables: 3G (Tables: 2341)
[--] Data in InnoDB tables: 23G (Tables: 16806)
[OK] Total fragmented tables: 0
-------- CVE Security Recommendations --------------------------------------------------------------
[--] Skipped due to --cvefile option undefined
-------- Performance Metrics -----------------------------------------------------------------------
[--] Up for: 20m 8s (1M q [930.905 qps], 117K conn, TX: 1G, RX: 138M)
[--] Reads/Writes: 19%/81%
[--] Binary logging is disabled
[--] Physical Memory : 62.9G
[--] Max MySQL memory : 92.1G
[--] Other process memory: 10.6G
[--] Total buffers: 44.0G global + 98.5M per thread (500 max threads)
[--] P_S Max memory usage: 0B
[--] Galera GCache Max memory usage: 0B
[!!] Maximum reached memory usage: 54.9G (87.30% of installed RAM)
[!!] Maximum possible memory usage: 92.1G (146.50% of installed RAM)
[!!] Overall possible memory usage with other process exceeded memory
[OK] Slow queries: 0% (5/1M)
[OK] Highest usage of available connections: 22% (113/500)
[OK] Aborted connections: 0.00% (3/117330)
[!!] Query cache is disabled
[OK] Sorts requiring temporary tables: 0% (0 temp sorts/6K sorts)
[!!] Joins performed without indexes: 133
[OK] Temporary tables created on disk: 0% (541 on disk/233K total)
[OK] Thread cache hit rate: 99% (132 created/117K connections)
[!!] Table cache hit rate: 7% (10K open/129K opened)
[OK] Open file limit used: 3% (2K/65K)
[OK] Table locks acquired immediately: 99% (304K immediate/304K locks)
-------- Performance schema ------------------------------------------------------------------------
[--] Performance schema is disabled.
[--] Memory used by P_S: 0B
[--] Sys schema isn't installed.
-------- ThreadPool Metrics ------------------------------------------------------------------------
[--] ThreadPool stat is disabled.
-------- MyISAM Metrics ----------------------------------------------------------------------------
[!!] Key buffer used: 18.8% (605M used/3B cache)
[OK] Key buffer size/total MyISAM indexes: 3.0G/169.9M
[OK] Read Key buffer hit rate: 99.3% (1M cached/10K reads)
[!!] Write Key buffer hit rate: 0.3% (24K cached/24K writes)
-------- InnoDB Metrics ----------------------------------------------------------------------------
[--] InnoDB is enabled.
[--] InnoDB Thread Concurrency: 16
[OK] InnoDB File per table is activated
[OK] InnoDB buffer pool/data size: 38.0G/23.5G
[!!] Ratio InnoDB log file size/InnoDB Buffer pool size (0.0256990131578947 %): 5.0M * 2/38.0G should be equal 25%
[!!] InnoDB buffer pool instances: 1
[--] InnoDB Buffer Pool Chunk Size not used or defined in your version
[OK] InnoDB Read buffer efficiency: 95.56% (9270734 hits/ 9701289 total)
[OK] InnoDB Write log efficiency: 98.14% (65038 hits/ 66268 total)
[OK] InnoDB log waits: 0.00% (0 waits/1230 writes)
-------- AriaDB Metrics ----------------------------------------------------------------------------
[--] AriaDB is disabled.
-------- TokuDB Metrics ----------------------------------------------------------------------------
[--] TokuDB is disabled.
-------- XtraDB Metrics ----------------------------------------------------------------------------
[--] XtraDB is disabled.
-------- RocksDB Metrics ---------------------------------------------------------------------------
[--] RocksDB is disabled.
-------- Spider Metrics ----------------------------------------------------------------------------
[--] Spider is disabled.
-------- Connect Metrics ---------------------------------------------------------------------------
[--] Connect is disabled.
-------- Galera Metrics ----------------------------------------------------------------------------
[--] Galera is disabled.
-------- Replication Metrics -----------------------------------------------------------------------
[--] Galera Synchronous replication: NO
[--] No replication slave(s) for this server.
[!!] This replication slave is not running but seems to be configured.
-------- Recommendations ---------------------------------------------------------------------------
General recommendations:
MySQL started within last 24 hours - recommendations may be inaccurate
Reduce your overall MySQL memory footprint for system stability
Dedicate this server to your database for highest performance.
Enable the slow query log to troubleshoot bad queries
Adjust your join queries to always utilize indexes
Increase table_open_cache gradually to avoid file descriptor limits
Read this before increasing table_open_cache over 64
Beware that open_files_limit (65535) variable
should be greater than table_open_cache (10240)
Performance should be activated for better diagnostics
Consider installing Sys schema
Variables to adjust:
*** MySQL's maximum memory usage is dangerously high ***
*** Add RAM before increasing MySQL buffer variables ***
query_cache_size (>= 8M)
join_buffer_size (> 32.0M, or always use indexes with joins)
table_open_cache (> 10240)
performance_schema = ON enable PFS
innodb_log_file_size * innodb_log_files_in_group should be equals to 1/4 of buffer pool size (=19G) if possible.
innodb_buffer_pool_instances(=38)
我该怎么做才能解决这个问题？ 预先感谢您
您的数据库可以使用更多的内存，然后在您的系统上可用。更改配置中的最大内存。 –
如果不知道如何使用此服务器，很难提出建议。如果你需要帮助，你需要解释一下你的应用程序。请[编辑]你的问题。你肯定在这台服务器上花了很多钱 - 64G的RAM！你真的需要64K同时打开文件吗？你的数据库真的有成千上万的表吗？ –
在此服务器上部署车辆地理位置应用程序（一个巨大的数据流/连接到此服务器的超过4000个标记） 数据库的大小超过28GB（超过18726个表） – BOUMARTA