haohao0103 opened a new issue, #2578:
URL: https://github.com/apache/incubator-hugegraph/issues/2578

   ### Bug Type (问题类型)
   
   None
   
   ### Before submit
   
   - [X] 我已经确认现有的 [Issues](https://github.com/apache/hugegraph/issues) 与 
[FAQ](https://hugegraph.apache.org/docs/guides/faq/) 中没有相同 / 重复问题 (I have 
confirmed and searched that there are no similar problems in the historical 
issue and documents)
   
   ### Environment (环境信息)
   
   - Server Version: 1.5.0 (Apache Release Version)
   - Backend: RocksDB 5 nodes, SSD 
   
   
   
   ### Expected & Actual behavior (期望与实际表现)
   
   When memory leaks occur in the graphserver during data writing, the 
distribution of object quantities in the JVM is as follows:
   `
   jmap -histo:live 51680 | head -n 10
    num     #instances         #bytes  class name (module)
   -------------------------------------------------------
      1:     284880553    13509899520  [B ([email protected])
      2:     284703909     9110525088  java.lang.String ([email protected])
      3:     283905229     6813725496  
org.apache.hugegraph.backend.id.IdGenerator$StringId
      4:        567813     2284841352  [Lorg.apache.hugegraph.backend.id.Id;
      5:       1384040      182210368  [Ljava.lang.Object; ([email protected])
      6:       2270975       90839000  
java.util.concurrent.ConcurrentLinkedDeque$Node ([email protected])
      7:       1191421       76250944  java.util.LinkedHashMap$Entry 
([email protected]
   `
   The issue was eventually traced to the CachedGraphTransaction, where there 
is an action to clear edge caches when writing vertices. If a large number of 
vertices are written, the commitMutation2Backend() method triggers 
this.notifyChanges(Cache.ACTION_INVALIDED, HugeType.VERTEX, vertexIds), which 
results in a backlog of tasks in the single-threaded thread pool within the 
EventHub, holding onto vertxId data and causing a memory leak.
   
   ### Vertex/Edge example (问题点 / 边数据举例)
   
   _No response_
   
   ### Schema [VertexLabel, EdgeLabel, IndexLabel] (元数据结构)
   
   _No response_


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