Github user tillrohrmann commented on the issue:

    https://github.com/apache/flink/pull/6103
  
    With [FLINK-5129](https://issues.apache.org/jira/browse/FLINK-5129) which 
is part of Flink 1.3.0, we allow the `BlobCache` to retrieve the blobs from the 
HA storage location. In your case this seems to be HDFS. The idea was that this 
should alleviate the I/O pressure from the `JobManager` because not all blobs 
are served by a single node. Thus, this should rather improve the situation 
with this issue.


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