如果您能帮助解决如下所示的 mysqld 性能问题，我将不胜感激。顶部显示 2 个 mysqld，CPU 使用率为 99%，内存使用率为 73%。
我总共有 6 个 CPU 和 8GB 的 RAM。您可以轻松查看过去 24 小时 CPU 的性能。
我也在发送 mysql 调谐器的输出。
--> mysqltuner 输出：
[--] Skipped version check for MySQLTuner script
[OK] Currently running supported MySQL version 10.1.24-MariaDB
[OK] Operating on 64-bit architecture
-------- Log file Recommendations ------------------------------------------------------------------
[--] Log file: (0B)
[!!] Log file doesn't exist
[!!] Log file isn't readable.
-------- Storage Engine Statistics -----------------------------------------------------------------
[--] Status: +Aria +CSV +InnoDB +MEMORY +MRG_MyISAM +MyISAM +PERFORMANCE_SCHEMA +SEQUENCE
[--] Data in InnoDB tables: 15G (Tables: 121)
[--] Data in MEMORY tables: 0B (Tables: 2)
[OK] Total fragmented tables: 0
-------- Security Recommendations ------------------------------------------------------------------
[OK] There are no anonymous accounts for any database users
[OK] All database users have passwords assigned
[!!] User 'kepmark_readonly@%' hasn't specific host restriction.
[!!] User 'kpm_zeus_fsm@%' hasn't specific host restriction.
[!!] User 'root@%' hasn't specific host restriction.
[--] There are 612 basic passwords in the list.
-------- CVE Security Recommendations --------------------------------------------------------------
[OK] NO SECURITY CVE FOUND FOR YOUR VERSION
-------- Performance Metrics -----------------------------------------------------------------------
[--] Up for: 11d 19h 19m 33s (37M q [36.944 qps], 3M conn, TX: 30G, RX: 3G)
[--] Reads / Writes: 50% / 50%
[--] Binary logging is disabled
[--] Physical Memory : 11.7G
[--] Max MySQL memory : 8.7G
[--] Other process memory: 702.6M
[--] Total buffers: 8.3G global + 2.9M per thread (151 max threads)
[--] P_S Max memory usage: 0B
[--] Galera GCache Max memory usage: 0B
[OK] Maximum reached memory usage: 8.5G (72.61% of installed RAM)
[OK] Maximum possible memory usage: 8.7G (74.32% of installed RAM)
[OK] Overall possible memory usage with other process is compatible with memory available
[OK] Slow queries: 0% (18K/37M)
[OK] Highest usage of available connections: 52% (80/151)
[OK] Aborted connections: 0.35% (10593/3009097)
[!!] Query cache may be disabled by default due to mutex contention.
[!!] Query cache efficiency: 0.0% (0 cached / 16M selects)
[OK] Query cache prunes per day: 0
[OK] Sorts requiring temporary tables: 0% (165 temp sorts / 34K sorts)
[OK] No joins without indexes
[OK] Temporary tables created on disk: 0% (1K on disk / 4M total)
[!!] Thread cache is disabled
[!!] Table cache hit rate: 11% (398 open / 3K opened)
[OK] Open file limit used: 0% (66/16K)
[OK] Table locks acquired immediately: 99% (41M immediate / 41M locks)
-------- Performance schema ------------------------------------------------------------------------
[--] Performance schema is disabled.
[--] Memory used by P_S: 0B
[--] Sys schema isn't installed.
-------- ThreadPool Metrics ------------------------------------------------------------------------
[--] ThreadPool stat is enabled.
[--] Thread Pool Size: 6 thread(s).
[--] Using default value is good enough for your version (10.1.24-MariaDB)
-------- MyISAM Metrics ----------------------------------------------------------------------------
[!!] Key buffer used: 18.2% (24M used / 134M cache)
[OK] Key buffer size / total MyISAM indexes: 128.0M/126.0K
[OK] Read Key buffer hit rate: 100.0% (709K cached / 50 reads)
-------- InnoDB Metrics ----------------------------------------------------------------------------
[--] InnoDB is enabled.
[--] InnoDB Thread Concurrency: 0
[OK] InnoDB File per table is activated
[!!] InnoDB buffer pool / data size: 8.0G/15.2G
[!!] Ratio InnoDB log file size / InnoDB Buffer pool size (1.171875 %): 48.0M * 2/8.0G should be equal 25%
[!!] InnoDB buffer pool instances: 6
[--] InnoDB Buffer Pool Chunk Size not used or defined in your version
[OK] InnoDB Read buffer efficiency: 100.00% (299698901815 hits/ 299706339317 total)
[!!] InnoDB Write Log efficiency: 22.18% (1601644 hits/ 7221004 total)
[OK] InnoDB log waits: 0.00% (0 waits / 5619360 writes)
-------- AriaDB Metrics ----------------------------------------------------------------------------
[--] AriaDB is enabled.
[OK] Aria pagecache size / total Aria indexes: 128.0M/1B
[!!] Aria pagecache hit rate: 75.8% (4K cached / 1K reads)
-------- 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 is a standalone server.
-------- Recommendations ---------------------------------------------------------------------------
General recommendations:
Restrict Host for user@% to user@SpecificDNSorIp
Set thread_cache_size to 4 as a starting value
Increase table_open_cache gradually to avoid file descriptor limits
Read this before increasing table_open_cache over 64:
Beware that open_files_limit (16364) variable
should be greater than table_open_cache (2000)
Performance should be activated for better diagnostics
Consider installing Sys schema from https://github.com/mysql/mysql-sys
Variables to adjust:
query_cache_size (=0)
query_cache_type (=0)
query_cache_limit (> 4M, or use smaller result sets)
thread_cache_size (start at 4)
table_open_cache (> 2000)
performance_schema = ON enable PFS
innodb_buffer_pool_size (>= 15G) if possible.
innodb_log_file_size * innodb_log_files_in_group should be equal to 1/4 of buffer pool size (=4G) if possible.
innodb_buffer_pool_instances(=8)