redis高可用之redis-Sentinel
配置：
先搭建好redis主從環境：
主： 100.5.120.118 6379
從1 100.5.120.118 6380
從2 100.5.120.118 6381
從3 100.5.120.118 6394
sentinel機器：
100.5.120.119
1、獲取安裝包（2.8以後sentinel整合到了redis中，注意此處是版本2.8
之前測使用最新的3.0 切換存在問題，無法提升slave為主）
wget http://download.redis.io/releases/redis-2.8.11.tar.gz
2、安裝：
tar -xvf redis-2.8.11.tar.gz
cd redis-2.8.11
make
make test
make install
安裝完成後，
進入到src目錄
把 redis-sentinel命令拷貝到/usr/local/bin下
3、引數檔案配置：
[root@localhost ~]# cat /etc/sentinel.conf_new
port 26379
dir "/tmp"
sentinel monitor mymaster 100.5.120.118 6379 1
sentinel down-after-milliseconds mymaster 5000
#sentinel can-failover mymaster yes
sentinel failover-timeout mymaster 910000
sentinel parallel-syncs mymaster 2
4、啟動：
redis-sentinel /etc/sentinel.conf_new
或者
redis-server /etc/sentinel.conf_new --sentinel
提示輸出：
[root@localhost ~]# redis-sentinel /etc/sentinel.conf_new
_._
_.-``__ ''-._
_.-`` `. `_. ''-._ Redis 2.8.11 (00000000/0) 64 bit
.-`` .-```. ```\/ _.,_ ''-._
( ' , .-` | `, ) Running in sentinel mode
|`-._`-...-` __...-.``-._|'` _.-'| Port: 26379
| `-._ `._ / _.-' | PID: 3311
`-._ `-._ `-./ _.-' _.-'
|`-._`-._ `-.__.-' _.-'_.-'|
| `-._`-._ _.-'_.-' | http://redis.io
`-._ `-._`-.__.-'_.-' _.-'
|`-._`-._ `-.__.-' _.-'_.-'|
| `-._`-._ _.-'_.-' |
`-._ `-._`-.__.-'_.-' _.-'
`-._ `-.__.-' _.-'
`-._ _.-'
`-.__.-'
[3311] 27 May 15:50:13.340 # Sentinel runid is 00f8715dbff384753eb96ba969d963ed87de89bc
[3311] 27 May 15:50:13.340 # +monitor master mymaster 100.5.120.118 6379 quorum 1
[3311] 27 May 15:50:13.341 * +slave slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:13.341 * +slave slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:13.341 * +slave slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6379
5、測試failover，關閉6379的redis：
[3311] 27 May 15:50:23.939 # +sdown master mymaster 100.5.120.118 6379
[3311] 27 May 15:50:23.939 # +odown master mymaster 100.5.120.118 6379 #quorum 1/1
[3311] 27 May 15:50:23.939 # +new-epoch 1
[3311] 27 May 15:50:23.939 # +try-failover master mymaster 100.5.120.118 6379
[3311] 27 May 15:50:23.948 # +vote-for-leader 00f8715dbff384753eb96ba969d963ed87de89bc 1
[3311] 27 May 15:50:23.948 # +elected-leader master mymaster 100.5.120.118 6379
[3311] 27 May 15:50:23.948 # +failover-state-select-slave master mymaster 100.5.120.118 6379
[3311] 27 May 15:50:24.048 # +selected-slave slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:24.048 * +failover-state-send-slaveof-noone slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:24.125 * +failover-state-wait-promotion slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:24.468 # +promoted-slave slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:24.468 # +failover-state-reconf-slaves master mymaster 100.5.120.118 6379
[3311] 27 May 15:50:24.526 * +slave-reconf-sent slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:24.526 * +slave-reconf-sent slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:25.489 * +slave-reconf-inprog slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:25.489 * +slave-reconf-done slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:25.489 * +slave-reconf-inprog slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:25.489 * +slave-reconf-done slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6379
[3311] 27 May 15:50:25.588 # +failover-end master mymaster 100.5.120.118 6379
[3311] 27 May 15:50:25.588 # +switch-master mymaster 100.5.120.118 6379 100.5.120.118 6380
[3311] 27 May 15:50:25.588 * +slave slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6380
[3311] 27 May 15:50:25.589 * +slave slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6380
[3311] 27 May 15:50:25.590 * +slave slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[3311] 27 May 15:50:30.672 # +sdown slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[3311] 27 May 15:50:50.954 # -sdown slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
日誌記錄了完整的切換過程，6380升級為新主節點了。
登陸到6380上檢視確認：
127.0.0.1:6380> info replication
# Replication
role:master
connected_slaves:3
slave0:ip=100.5.120.118,port=6381,state=online,offset=53624,lag=0
slave1:ip=100.5.120.118,port=6394,state=online,offset=53624,lag=1
master_repl_offset:53624
repl_backlog_active:1
repl_backlog_size:1048576
repl_backlog_first_byte_offset:2
repl_backlog_histlen:53623
6、啟動6379埠的redis：
[3311] 27 May 15:51:00.912 * +convert-to-slave slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
可以看到6379自動轉換成了6380的一個slave了。
整個過程包括配置還是很簡單的，遇到的問題就是版本問題：之前使用sentinel使用redis_version:3.0.1版本
發現無法完成正常切換，至於網上有人說必須使用aof關掉save才能完成切換，本人親測跟是否開啟aof無關，都能
正常切換
7、
sentinel可以通過命令配置：
新增叢集：
sentinel monitor mymaster 100.5.120.118 6380 1
日誌：
[3311] 27 May 16:52:01.853 # +monitor master mymaster 100.5.120.118 6380 quorum 1
[3311] 27 May 16:52:01.901 * +slave slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:52:01.901 * +slave slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:52:01.902 * +slave slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
刪除叢集：
sentinel remove mymaster
日誌：[3311] 27 May 16:50:35.098 # -monitor master mymaster 100.5.120.118 6380
列出主節點資訊：
sentinel masters
列出從節點資訊：
sentinel slaves mymaster
強制叢集failover：
sentinel failover mymaster
日誌：
[3311] 27 May 16:56:21.927 # Executing user requested FAILOVER of 'mymaster'
[3311] 27 May 16:56:21.927 # +new-epoch 2
[3311] 27 May 16:56:21.927 # +try-failover master mymaster 100.5.120.118 6380
[3311] 27 May 16:56:21.934 # +vote-for-leader 00f8715dbff384753eb96ba969d963ed87de89bc 2
[3311] 27 May 16:56:21.934 # +elected-leader master mymaster 100.5.120.118 6380
[3311] 27 May 16:56:21.934 # +failover-state-select-slave master mymaster 100.5.120.118 6380
[3311] 27 May 16:56:21.993 # +selected-slave slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:21.993 * +failover-state-send-slaveof-noone slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:22.059 * +failover-state-wait-promotion slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:22.956 # +promoted-slave slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:22.956 # +failover-state-reconf-slaves master mymaster 100.5.120.118 6380
[3311] 27 May 16:56:23.009 * +slave-reconf-sent slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:23.995 * +slave-reconf-inprog slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:23.995 * +slave-reconf-done slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:24.060 * +slave-reconf-sent slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:25.026 * +slave-reconf-inprog slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:25.026 * +slave-reconf-done slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6380
[3311] 27 May 16:56:25.126 # +failover-end master mymaster 100.5.120.118 6380
[3311] 27 May 16:56:25.126 # +switch-master mymaster 100.5.120.118 6380 100.5.120.118 6379
[3311] 27 May 16:56:25.126 * +slave slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6379
[3311] 27 May 16:56:25.127 * +slave slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6379
[3311] 27 May 16:56:25.127 * +slave slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[3311] 27 May 16:56:35.244 * +convert-to-slave slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
8、sentinel可以做叢集：
複製26379埠的配置檔案修改成自己的埠：26380,26381啟動就ok了：
26379:
Sentinel runid is 649f4731eb4eef48834b278712d6a79d08e19fe0
26380:
Sentinel runid is 9f57020ff3e36582b8d272efb09641a875534329
26381:
Sentinel runid is 308e61fca8a4bd4355b12a6f87ad9dd8788a0e25
啟動日誌：
[root@localhost ~]# redis-sentinel /etc/sentinel.conf_new2
_._
_.-``__ ''-._
_.-`` `. `_. ''-._ Redis 2.8.11 (00000000/0) 64 bit
.-`` .-```. ```\/ _.,_ ''-._
( ' , .-` | `, ) Running in sentinel mode
|`-._`-...-` __...-.``-._|'` _.-'| Port: 26380
| `-._ `._ / _.-' | PID: 28024
`-._ `-._ `-./ _.-' _.-'
|`-._`-._ `-.__.-' _.-'_.-'|
| `-._`-._ _.-'_.-' | http://redis.io
`-._ `-._`-.__.-'_.-' _.-'
|`-._`-._ `-.__.-' _.-'_.-'|
| `-._`-._ _.-'_.-' |
`-._ `-._`-.__.-'_.-' _.-'
`-._ `-.__.-' _.-'
`-._ _.-'
`-.__.-'
[28024] 27 May 17:19:53.392 # Sentinel runid is 9f57020ff3e36582b8d272efb09641a875534329
[28024] 27 May 17:19:53.392 # +monitor master mymaster 100.5.120.118 6379 quorum 2
[28024] 27 May 17:19:53.393 * +slave slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:19:53.393 * +slave slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:19:53.393 * +slave slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:19:53.773 * +sentinel sentinel 100.5.120.119:26379 100.5.120.119 26379 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:19:59.971 * +sentinel sentinel 100.5.120.119:26381 100.5.120.119 26381 @ mymaster 100.5.120.118 6379
檢視sentinel狀態：
info sentinel
# Sentinel
sentinel_masters:1
sentinel_tilt:0
sentinel_running_scripts:0
sentinel_scripts_queue_length:0
master0:name=mymaster,status=ok,address=100.5.120.118:6380,slaves=3,sentinels=3
關閉主節點的redis，模擬failover：
觀察日誌：
26379:
[28012] 27 May 17:21:46.058 # +sdown master mymaster 100.5.120.118 6379
[28012] 27 May 17:21:46.102 # +new-epoch 1
[28012] 27 May 17:21:46.102 # +vote-for-leader 9f57020ff3e36582b8d272efb09641a875534329 1
[28012] 27 May 17:21:46.159 # +odown master mymaster 100.5.120.118 6379 #quorum 3/2
[28012] 27 May 17:21:46.159 # Next failover delay: I will not start a failover before Wed May 27 17:52:06 2015
[28012] 27 May 17:21:48.119 # +config-update-from sentinel 100.5.120.119:26380 100.5.120.119 26380 @ mymaster 100.5.120.118 6379
[28012] 27 May 17:21:48.119 # +switch-master mymaster 100.5.120.118 6379 100.5.120.118 6380
[28012] 27 May 17:21:48.119 * +slave slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6380
[28012] 27 May 17:21:48.120 * +slave slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6380
[28012] 27 May 17:21:48.121 * +slave slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[28012] 27 May 17:21:53.145 # +sdown slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[28012] 27 May 17:24:40.046 # -sdown slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
26380:
[28024] 27 May 17:21:46.045 # +sdown master mymaster 100.5.120.118 6379
[28024] 27 May 17:21:46.100 # +odown master mymaster 100.5.120.118 6379 #quorum 2/2
[28024] 27 May 17:21:46.100 # +new-epoch 1
[28024] 27 May 17:21:46.100 # +try-failover master mymaster 100.5.120.118 6379
[28024] 27 May 17:21:46.101 # +vote-for-leader 9f57020ff3e36582b8d272efb09641a875534329 1
[28024] 27 May 17:21:46.102 # 100.5.120.119:26379 voted for 9f57020ff3e36582b8d272efb09641a875534329 1
[28024] 27 May 17:21:46.103 # 100.5.120.119:26381 voted for 9f57020ff3e36582b8d272efb09641a875534329 1
[28024] 27 May 17:21:46.163 # +elected-leader master mymaster 100.5.120.118 6379
[28024] 27 May 17:21:46.163 # +failover-state-select-slave master mymaster 100.5.120.118 6379
[28024] 27 May 17:21:46.264 # +selected-slave slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:46.264 * +failover-state-send-slaveof-noone slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:46.322 * +failover-state-wait-promotion slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:47.136 # +promoted-slave slave 100.5.120.118:6380 100.5.120.118 6380 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:47.136 # +failover-state-reconf-slaves master mymaster 100.5.120.118 6379
[28024] 27 May 17:21:47.217 * +slave-reconf-sent slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:47.217 * +slave-reconf-sent slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:48.186 * +slave-reconf-inprog slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:48.186 * +slave-reconf-done slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:48.186 * +slave-reconf-inprog slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:48.186 * +slave-reconf-done slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6379
[28024] 27 May 17:21:48.251 # -odown master mymaster 100.5.120.118 6379
[28024] 27 May 17:21:48.251 # +failover-end master mymaster 100.5.120.118 6379
[28024] 27 May 17:21:48.251 # +switch-master mymaster 100.5.120.118 6379 100.5.120.118 6380
[28024] 27 May 17:21:48.252 * +slave slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6380
[28024] 27 May 17:21:48.252 * +slave slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6380
[28024] 27 May 17:21:48.253 * +slave slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[28024] 27 May 17:21:53.302 # +sdown slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[28024] 27 May 17:24:40.012 # -sdown slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
26381:
[28036] 27 May 17:21:45.978 # +sdown master mymaster 100.5.120.118 6379
[28036] 27 May 17:21:46.102 # +new-epoch 1
[28036] 27 May 17:21:46.103 # +vote-for-leader 9f57020ff3e36582b8d272efb09641a875534329 1
[28036] 27 May 17:21:47.092 # +odown master mymaster 100.5.120.118 6379 #quorum 3/2
[28036] 27 May 17:21:47.092 # Next failover delay: I will not start a failover before Wed May 27 17:52:06 2015
[28036] 27 May 17:21:48.119 # +config-update-from sentinel 100.5.120.119:26380 100.5.120.119 26380 @ mymaster 100.5.120.118 6379
[28036] 27 May 17:21:48.119 # +switch-master mymaster 100.5.120.118 6379 100.5.120.118 6380
[28036] 27 May 17:21:48.119 * +slave slave 100.5.120.118:6381 100.5.120.118 6381 @ mymaster 100.5.120.118 6380
[28036] 27 May 17:21:48.120 * +slave slave 100.5.120.118:6394 100.5.120.118 6394 @ mymaster 100.5.120.118 6380
[28036] 27 May 17:21:48.121 * +slave slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[28036] 27 May 17:21:53.153 # +sdown slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
[28036] 27 May 17:24:40.013 # -sdown slave 100.5.120.118:6379 100.5.120.118 6379 @ mymaster 100.5.120.118 6380
可以看到三個節點的投票過程最後 26380節點的sentinel(獲得3票)完成failover.
關閉26379的sentinel：
26380和26381輸出：
[28024] 27 May 17:35:12.689 # +sdown sentinel 100.5.120.119:26379 100.5.120.119 26379 @ mymaster 100.5.120.118 6380
觀察info輸出：
# Sentinel
sentinel_masters:1
sentinel_tilt:0
sentinel_running_scripts:0
sentinel_scripts_queue_length:0
master0:name=mymaster,status=ok,address=100.5.120.118:6380,slaves=3,sentinels=3
沒有自動剔除節點（bug還是功能缺失？）
測試2節點狀態下的的failover，正常完成。
修改26379的埠為26382，然後啟動sentinel：
正常加入叢集，檢視叢集狀態：
# Sentinel
sentinel_masters:1
sentinel_tilt:0
sentinel_running_scripts:0
sentinel_scripts_queue_length:0
master0:name=mymaster,status=ok,address=100.5.120.118:6379,slaves=3,sentinels=4
節點變成4個了..
改回到26379啟動，節點還是4.
結論就是不同埠號啟動的sentinel會累計到sentinels中。
總結：
redis-sentinel提供了 redis主從的自動failover切換，節點的重啟的自動加入，並且提供了自身的叢集配置，
配置起來也很簡單方便。結合vip的話，可以在簡單的生產環境中推廣使用.
來自 “ ITPUB部落格 ” ，連結：http://blog.itpub.net/20625855/viewspace-1674181/，如需轉載，請註明出處，否則將追究法律責任。
相關文章
- redis高可用之redis3.0叢集RedisS3
- Redis高可用之戰：主從架構Redis架構
- 高可用之戰：Redis Sentinal(哨兵模式）Redis模式
- Redis高可用之哨兵機制實現細節Redis
- Redis 學習筆記（五）高可用之主從模式Redis筆記模式
- PHP 在redis-sentinel模式下的使用總結PHPRedis模式
- 用 docker 學習 redis 主從複製3 redis-sentinel(哨兵模式)DockerRedis模式
- 老司機帶你玩轉面試（4）：Redis 高可用之哨兵模式面試Redis模式
- 老司機帶你玩轉面試（3）：Redis 高可用之主從模式面試Redis模式
- Oracle高可用之LogMinerOracle
- 【MHA】mysql高可用之MHAMySql
- mysql高可用之keepalivedMySql
- 用 docker 學習 redis 主從複製3.2 redis-sentinel「哨兵模式」核心配置-命令-原理DockerRedis模式
- RabbitMQ 高可用之映象佇列MQ佇列
- 高可用之KeepAlive工作原理
- Markdown高階使用之流程圖流程圖
- 用 docker 學習 redis 主從複製3.3 redis-sentinel「哨兵模式」 資料丟失的情況DockerRedis模式
- Redis安裝與使用之簡單案例Redis
- 在Redis-Sentinel的client-reconfig-script指令碼中設定VIPRedisclient指令碼
- MySQL高可用之GC-Galera Cluster for MySQLMySqlGC
- MySQL高可用之MGC--MariaDB Galera ClusterMySqlGC
- postgresql高階應用之合併單元格SQL
- 高可用之限流-01-入門介紹
- opengauss高可用之keepalived配置 原創
- 高可用Redis(七)：Redis持久化Redis持久化
- Redis 高階特性 Redis Stream使用Redis
- Redis高階特性Redis
- Redis高可用 SentinelRedis
- redis高階部分Redis
- MongoDB高階應用之高可用方案實戰（4）MongoDB
- postgresql高階應用之行轉列&彙總求和SQL
- 【DB寶19】MySQL高可用之MHA功能測試MySql
- Spring Cloud Eureka Server高可用之：線上擴容SpringCloudServer
- Redis 哨兵高可用（Sentinel）Redis
- Redis高頻40問Redis
- 理解redis高可用方案Redis
- Redis 高階應用Redis
- Redis7高階Redis