High memory usage (over 9GB) of signoz collector (v0.55.0). with heapdump provided

[patrickdung]

Bug description

High memory usage (>9.0GB) for the collector

   PID USER      PR  NI    VIRT    RES    SHR S  %CPU  %MEM     TIME+ COMMAND
 438866 10001     20   0   12.6g  10.2g 105976 S   0.0   8.1  33:31.20 signoz-collecto

Please describe.
If this affects the front-end, screenshots would be of great help.
Resident memory is 10.2G now

Expected behavior

Low memory usage

How to reproduce

Setup signoz and receive metrics (including Clickhouse metrics)/logs

Version information

• Signoz version: 0.55
• Browser version: n/a
• Your OS and version: Fedora 41, signonz deployed via k3s, using helm chart.
• Your CPU Architecture(ARM/Intel): x86_64

Additional context

Attach is the go lang heap dump file heap.dmp

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