Radis Caching Issue (Time Out issue) - spring

Question

I am facing radis issue. I have implemented centeralized radis cluster approch. But whenever the maximum number of services data get cached in the radis it causes an issue, "Read time out" occured.
Please anyone can give me suggestions what can i do?
Please find below properties:
spring :
redis :
database : ${redis.database}
#host : ${redis.host}
#port : ${redis.port}
password : ${redis.password}
pool :
max-active : 8
max-wait : 10000
max-idle : 8
min-idle : 1
timeout : 10000
redis :
cluster :
nodes : 10.xxx.x.xx:1234,10.xxx.x.xx:12365
database : 0
password : 'xxxxxx'
Error Logs:
2022-02-11 13:59:59,996 ERROR [nio-9120-exec-1008] c.h.l.framework.aop.ControllerAspect - [AGW2202111359590622605456]:
redis.clients.jedis.exceptions.JedisDataException: ERR Error running script (call to f_e78e961698f118a64316964cac1ca9e6008c29da): #user_script:34: #user_script: 34: -OOM command not allowed when used memory > 'maxmemory'.
at redis.clients.jedis.Protocol.processError(Protocol.java:127)
at redis.clients.jedis.Protocol.process(Protocol.java:161)
at redis.clients.jedis.Protocol.read(Protocol.java:215)
at redis.clients.jedis.Connection.readProtocolWithCheckingBroken(Connection.java:340)
at redis.clients.jedis.Connection.getOne(Connection.java:322)
at redis.clients.jedis.BinaryJedis.evalsha(BinaryJedis.java:3142)
at redis.clients.jedis.BinaryJedis.evalsha(BinaryJedis.java:3135)
at redis.clients.jedis.BinaryJedisCluster$119.execute(BinaryJedisCluster.java:1270)
at redis.clients.jedis.JedisClusterCommand.runWithRetries(JedisClusterCommand.java:120)
at redis.clients.jedis.JedisClusterCommand.runBinary(JedisClusterCommand.java:81)
at redis.clients.jedis.BinaryJedisCluster.evalsha(BinaryJedisCluster.java:1272)
at com.hisun.lemon.framework.jedis.JedisClusterConnection.evalSha(JedisClusterConnection.java:67)
at sun.reflect.GeneratedMethodAccessor1795.invoke(Unknown Source)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.springframework.data.redis.core.CloseSuppressingInvocationHandler.invoke(CloseSuppressingInvocationHandler.java:57)
at com.sun.proxy.$Proxy537.evalSha(Unknown Source)