milvus-io / milvus

A cloud-native vector database, storage for next generation AI applications
https://milvus.io
Apache License 2.0
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[Bug]: Title: High Memory Consumption During Building MIlvus #38070

Open yellow-shine opened 11 hours ago

yellow-shine commented 11 hours ago

Is there an existing issue for this?

Environment

- Milvus version: any branch 
- Deployment mode(standalone or cluster):
- MQ type(rocksmq, pulsar or kafka):    
- SDK version(e.g. pymilvus v2.0.0rc2):
- OS(Ubuntu or CentOS): 
- CPU/Memory: 
- GPU: 
- Others:

Current Behavior

screenshot_2280

I am using 4 core cpu to build milvus. most of time, it just take 8G memory.

but occasionally build process could consumes more than 60 GB of RAM, which is significantly higher than expected. This excessive memory usage raises concerns about the feasibility of building Milvus on machines with limited memory resources.

Expected Behavior

No response

Steps To Reproduce

No response

Milvus Log

No response

Anything else?

No response

yanliang567 commented 11 hours ago

/assign @liliu-z /unassign