12.设置log file size,控制检查点：
a.可以通过一些方法计算innodb每小时产生的日志量并估计合适的innodb_log_file_size值
13.调整innodb_log_buffer_size：
a.可以通过增大innodb_log_buffer_size来减少日志写磁盘操作，从而提高事务处理的性能
14.调整max_connections，提高并发连接：
a.max_connections控制允许连接到mysql数据库的最大数量，默认值是151
15.调整back_log：
a.如果需要数据库在较短时间内处理大量连接请求，可适当增大back_log的值
a.在未执行flush tables命令的情况下，如果mysql状态变量opened_tables的值较大，就说明table_open_cache设置的太小，应适当增大
17.调整thread_cache_size：
a.可以通过计算cache的失败率threads_created/connections来衡量thread_cached_size的值是否合适。此值越接近1，说明线程cache命中率越低，应考虑适当增加thread_cache_size的值
18.innodb_lock_wait_timeout的设置：
a.innodb_lock_wait_timeout可以控制innodb事务等待行锁的时间，默认值是50ms.
b.对于需要快速反馈的交互式OLTP应用，可以将行锁等待超时时间调小，以避免事务长时间挂起
c.对于后台运行的批处理操作，可以将行锁等待超时时间调大，以避免发生大的回滚操作
二、实践：
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mysql> use sakila; Reading table information for completion of table and column names You can turn off this feature to get a quicker startup with -A Database changed mysql> show engine innodb status \G; *************************** 1. row *************************** Type: InnoDB Name: Status: ===================================== 151102 7:13:01 INNODB MONITOR OUTPUT ===================================== Per second averages calculated from the last 15 seconds ----------------- BACKGROUND THREAD ----------------- srv_master_thread loops: 113 1_second, 113 sleeps, 7 10_second, 47 background, 47 flush srv_master_thread log flush and writes: 113 ---------- SEMAPHORES ---------- OS WAIT ARRAY INFO: reservation count 18, signal count 18 Mutex spin waits 8, rounds 240, OS waits 7 RW-shared spins 11, rounds 330, OS waits 11 RW-excl spins 0, rounds 0, OS waits 0 Spin rounds per wait: 30.00 mutex, 30.00 RW-shared, 0.00 RW-excl ------------ TRANSACTIONS ------------ Trx id counter B0A Purge done for trx's n:o < 920 undo n:o < 0 History list length 103 LIST OF TRANSACTIONS FOR EACH SESSION: ---TRANSACTION 0, not started MySQL thread id 28, OS thread handle 0x7f5dbdfe6700, query id 568 localhost root show engine innodb status -------- FILE I/O -------- I/O thread 0 state: waiting for i/o request (insert buffer thread) I/O thread 1 state: waiting for i/o request (log thread) I/O thread 2 state: waiting for i/o request (read thread) I/O thread 3 state: waiting for i/o request (read thread) I/O thread 4 state: waiting for i/o request (read thread) I/O thread 5 state: waiting for i/o request (read thread) I/O thread 6 state: waiting for i/o request (write thread) I/O thread 7 state: waiting for i/o request (write thread) I/O thread 8 state: waiting for i/o request (write thread) I/O thread 9 state: waiting for i/o request (write thread) Pending normal aio reads: 0 [0, 0, 0, 0] , aio writes: 0 [0, 0, 0, 0] , ibuf aio reads: 0, log i/o's: 0, sync i/o's: 0 Pending flushes (fsync) log: 0; buffer pool: 0 586 OS file reads, 55 OS file writes, 48 OS fsyncs 0.00 reads/s, 0 avg bytes/read, 0.00 writes/s, 0.00 fsyncs/s ------------------------------------- INSERT BUFFER AND ADAPTIVE HASH INDEX ------------------------------------- Ibuf: size 1, free list len 0, seg size 2, 0 merges merged operations: insert 0, delete mark 0, delete 0 discarded operations: insert 0, delete mark 0, delete 0 Hash table size 553229, node heap has 1 buffer(s) 0.00 hash searches/s, 0.00 non-hash searches/s --- LOG --- Log sequence number 13476957 Log flushed up to 13476957 Last checkpoint at 13476957 0 pending log writes, 0 pending chkp writes 32 log i/o's done, 0.00 log i/o's/second ---------------------- BUFFER POOL AND MEMORY ---------------------- Total memory allocated 274726912; in additional pool allocated 0 Dictionary memory allocated 182244 Buffer pool size 16383 Free buffers 15829 Database pages 553 Old database pages 224 Modified db pages 0 Pending reads 0 Pending writes: LRU 0, flush list 0, single page 0 Pages made young 0, not young 0 0.00 youngs/s, 0.00 non-youngs/s Pages read 553, created 0, written 27 0.00 reads/s, 0.00 creates/s, 0.00 writes/s No buffer pool page gets since the last printout Pages read ahead 0.00/s, evicted without access 0.00/s, Random read ahead 0.00/s LRU len: 553, unzip_LRU len: 0 I/O sum[0]:cur[0], unzip sum[0]:cur[0] -------------- ROW OPERATIONS -------------- 0 queries inside InnoDB, 0 queries in queue 1 read views open inside InnoDB Main thread process no. 62305, id 140040552920832, state: waiting for server activity Number of rows inserted 5, updated 0, deleted 0, read 12 0.00 inserts/s, 0.00 updates/s, 0.00 deletes/s, 0.00 reads/s ---------------------------- END OF INNODB MONITOR OUTPUT ============================ 1 row in set (0.00 sec) ERROR: No query specified mysql> set global hot_cache.key_buffer_size = 128* 1024; Query OK, 0 rows affected (0.00 sec) mysql> set global hot_cache.key_buffer_size = 0; Query OK, 0 rows affected (0.00 sec) mysql> show variables like 'key_buffer_size'; +-----------------+----------+ | Variable_name | Value | +-----------------+----------+ | key_buffer_size | 33554432 | +-----------------+----------+ 1 row in set (0.00 sec) mysql> set global key_buffer_size = 0; ERROR 1438 (HY000): Cannot drop default keycache mysql> show warnings; +-------+------+------------------------------+ | Level | Code | Message | +-------+------+------------------------------+ | Error | 1438 | Cannot drop default keycache | +-------+------+------------------------------+ 1 row in set (0.00 sec) mysql> cache index sales,sales2 in hot_cache; +---------------+--------------------+----------+-------------------------------------+ | Table | Op | Msg_type | Msg_text | +---------------+--------------------+----------+-------------------------------------+ | sakila.sales | assign_to_keycache | Error | Table 'sakila.sales' doesn't exist | | sakila.sales | assign_to_keycache | status | Operation failed | | sakila.sales2 | assign_to_keycache | Error | Table 'sakila.sales2' doesn't exist | | sakila.sales2 | assign_to_keycache | status | Operation failed | +---------------+--------------------+----------+--------------------------